From e5e9f75aa37c13daa2897f11a6b8d70618b29a7f Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 13 Jul 2026 08:42:19 +0000
Subject: [PATCH 01/25] Add PoC validation helper and regression tests

---
 .../__pycache__/run_demo.cpython-312.pyc        | Bin 0 -> 14303 bytes
 .../__pycache__/poc.cpython-312.pyc             | Bin 0 -> 9519 bytes
 .../rasc_dlta_os_helper.cpython-312.pyc         | Bin 0 -> 9423 bytes
 .../__pycache__/build_backup.cpython-312.pyc    | Bin 0 -> 6593 bytes
 .../__pycache__/server.cpython-312.pyc          | Bin 0 -> 7640 bytes
 .../__pycache__/poc.cpython-312.pyc             | Bin 0 -> 8944 bytes
 .../__pycache__/replay-calc-poc.cpython-312.pyc | Bin 0 -> 8696 bytes
 .../live_publickey_server.cpython-312.pyc       | Bin 0 -> 9666 bytes
 .../__pycache__/poc.cpython-312.pyc             | Bin 0 -> 17217 bytes
 .../__pycache__/poc.cpython-312.pyc             | Bin 0 -> 4686 bytes
 .../__pycache__/poc.cpython-312.pyc             | Bin 0 -> 9389 bytes
 .../__pycache__/poc.cpython-312.pyc             | Bin 0 -> 36161 bytes
 12 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc
 create mode 100644 discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc
 create mode 100644 ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc
 create mode 100644 firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
 create mode 100644 firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
 create mode 100644 floci-apigateway-vtl-rce-poc/__pycache__/poc.cpython-312.pyc
 create mode 100644 libssh2-publickey-list-calc-poc/__pycache__/replay-calc-poc.cpython-312.pyc
 create mode 100644 libssh2-publickey-list-calc-poc/poc/__pycache__/live_publickey_server.cpython-312.pyc
 create mode 100644 nghttp2-nghttpx-upgrade-queue-poison-poc/__pycache__/poc.cpython-312.pyc
 create mode 100644 openssh-agent-lock-provider-bypass/__pycache__/poc.cpython-312.pyc
 create mode 100644 postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc
 create mode 100644 redis-vset-duplicate-hnsw-id-rce-poc/__pycache__/poc.cpython-312.pyc

diff --git a/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc b/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..12fd2d46445a7dadfd2a9f7994494aadc9c31c7c
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literal 0
HcmV?d00001


From ac12e3e354275479db572d668728fb7f78e3bb86 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 13 Jul 2026 08:42:49 +0000
Subject: [PATCH 02/25] Validate PoC collection repeatedly

---
 __pycache__/validate_pocs.cpython-312.pyc     | Bin 0 -> 4839 bytes
 .../__pycache__/run_demo.cpython-312.pyc      | Bin 14303 -> 14345 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9519 -> 9561 bytes
 .../rasc_dlta_os_helper.cpython-312.pyc       | Bin 9423 -> 9465 bytes
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6593 -> 6635 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7640 -> 7682 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 8944 -> 8986 bytes
 .../replay-calc-poc.cpython-312.pyc           | Bin 8696 -> 8738 bytes
 .../live_publickey_server.cpython-312.pyc     | Bin 9666 -> 9708 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 17217 -> 17259 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 4686 -> 4728 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9389 -> 9431 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 36161 -> 36203 bytes
 .../test_validate_pocs.cpython-312.pyc        | Bin 0 -> 2545 bytes
 tests/test_validate_pocs.py                   |  26 ++++++
 validate_pocs.py                              |  84 ++++++++++++++++++
 16 files changed, 110 insertions(+)
 create mode 100644 __pycache__/validate_pocs.cpython-312.pyc
 create mode 100644 tests/__pycache__/test_validate_pocs.cpython-312.pyc
 create mode 100644 tests/test_validate_pocs.py
 create mode 100644 validate_pocs.py

diff --git a/__pycache__/validate_pocs.cpython-312.pyc b/__pycache__/validate_pocs.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..afa4dcd98aa394e06037c4cd6afe0ac877a051bc
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc b/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc
index 12fd2d46445a7dadfd2a9f7994494aadc9c31c7c..e769b67b8288f3773e920098bd0e7a735e5a65d7 100644
GIT binary patch
delta 57
zcmcbg-&wH1olz%VKO;XkRlle-FE6!7zdXMvTR*j;ASXYwB(W&7G#7=l*^_aa8338%
B7Rvwt

delta 15
WcmeAyxSzklosr2@Z*wu@G&2A)V+EK1

diff --git a/discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc b/discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc
index 0b4bafa5985c3c24415a04aaad781aa33193bad7..7f939b02e41ad6c7f1175dec7b44791985d4bc0c 100644
GIT binary patch
delta 57
zcmZ4Qb<=CZUq+oM{fzwFRQ;mTyu8#R{qp>xZ2i=Vf}H%!lEk9S(p(hI=KqWa$^f=Q
B7mfe`

delta 15
WcmccVwccyPUq&Vaz0I0T2Fd_6$OT*g

diff --git a/ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc b/ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc
index c81aac585a5cd686ba2d44ce00956132a4349560..ebf54612bb13996de53f5a71fd9df6fd72452362 100644
GIT binary patch
delta 57
zcmX@_`O|YlJCja=enx(7s(w*vUS4XEetCXTwti|wK~8>VNn%lEX)X$9b0?FV5&)}=
B7X1JK

delta 15
WcmezAdERqFI}?+c-sa6rZb|?*7zN4z

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index 2a39de6c0843ab04c79dd1aa72209af7bb80c423..61277ad3b36c16e15dad3ef3d0637778d8962d5d 100644
GIT binary patch
delta 57
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B7y<wQ

delta 15
WcmaEDe9(BqduApRz0J}r7eoOz3<b~t

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 8e8ab20baa5216cd3821a0e6c651b0f22a041a84..531ea1a0c0b464f3fc8248d2a53a3f5d8edc09df 100644
GIT binary patch
delta 57
zcmca%-DI=j42w>Lenx(7s(w*vUS4XEetCXTwti|wK~8>VNn%lEX)X$9^EnnSNdTLv
B7PSBX

delta 15
WcmZp&xnaHG3=5N<-sT@HT#^7XTLppu

diff --git a/floci-apigateway-vtl-rce-poc/__pycache__/poc.cpython-312.pyc b/floci-apigateway-vtl-rce-poc/__pycache__/poc.cpython-312.pyc
index f9cc0879d08eeba5d8196f426d15c98095942bfe..46720a147097ebb796a9e78ffbfb463787e08c3b 100644
GIT binary patch
delta 57
zcmez1I?HXt6BZqR{fzwFRQ;mTyu8#R{qp>xZ2i=Vf}H%!lEk9S(p(hI=4UKiasaLY
B7bO4y

delta 15
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GIT binary patch
delta 57
zcmez2yvSvP0Gm#nenx(7s(w*vUS4XEetCXTwti|wK~8>VNn%lEX)X$9vk==eX#j^s
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delta 15
WcmZ4F^22$902`Bu-ew!NXVL&JUj;${

diff --git a/libssh2-publickey-list-calc-poc/poc/__pycache__/live_publickey_server.cpython-312.pyc b/libssh2-publickey-list-calc-poc/poc/__pycache__/live_publickey_server.cpython-312.pyc
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delta 57
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delta 15
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delta 59
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DuI?6&

delta 17
YcmaFe#(1!eaf1#MlcC<`2qs}i06L@vTL1t6

diff --git a/openssh-agent-lock-provider-bypass/__pycache__/poc.cpython-312.pyc b/openssh-agent-lock-provider-bypass/__pycache__/poc.cpython-312.pyc
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GIT binary patch
delta 57
zcmX@7@<U}qETc}Senx(7s(w*vUS4XEetCXTwti|wK~8>VNn%lEX)X$9b3EgF0RWKo
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diff --git a/postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc b/postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc
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GIT binary patch
delta 57
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GIT binary patch
delta 59
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new file mode 100644
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GIT binary patch
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HcmV?d00001

diff --git a/tests/test_validate_pocs.py b/tests/test_validate_pocs.py
new file mode 100644
index 0000000..44f499e
--- /dev/null
+++ b/tests/test_validate_pocs.py
@@ -0,0 +1,26 @@
+import unittest
+from pathlib import Path
+
+import validate_pocs
+
+
+class ValidatePocsTest(unittest.TestCase):
+    def setUp(self) -> None:
+        self.repo_root = Path(__file__).resolve().parents[1]
+
+    def test_discovery_finds_expected_targets(self) -> None:
+        python_targets = validate_pocs.discover_python_targets(self.repo_root)
+        package_targets = validate_pocs.discover_package_targets(self.repo_root)
+
+        self.assertTrue(any(path.name == "run_demo.py" for path in python_targets))
+        self.assertTrue(any(path.name == "package.json" for path in package_targets))
+        self.assertGreater(len(python_targets), 20)
+        self.assertGreater(len(package_targets), 0)
+
+    def test_validation_succeeds(self) -> None:
+        result = validate_pocs.validate_repo(self.repo_root)
+        self.assertEqual(result["errors"], [])
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/validate_pocs.py b/validate_pocs.py
new file mode 100644
index 0000000..a263dd7
--- /dev/null
+++ b/validate_pocs.py
@@ -0,0 +1,84 @@
+#!/usr/bin/env python3
+"""Validate the repository's PoC entrypoints and manifests."""
+
+from __future__ import annotations
+
+import argparse
+import json
+import py_compile
+import sys
+from pathlib import Path
+from typing import List, Dict, Tuple
+
+
+EXCLUDED_DIRS = {".git", "__pycache__"}
+
+
+def discover_python_targets(root: Path) -> List[Path]:
+    return sorted(
+        path
+        for path in root.rglob("*.py")
+        if not any(part in EXCLUDED_DIRS for part in path.parts)
+    )
+
+
+def discover_package_targets(root: Path) -> List[Path]:
+    return sorted(
+        path
+        for path in root.rglob("package.json")
+        if not any(part in EXCLUDED_DIRS for part in path.parts)
+    )
+
+
+def validate_repo(root: Path) -> Dict[str, object]:
+    python_targets = discover_python_targets(root)
+    package_targets = discover_package_targets(root)
+    errors: List[str] = []
+
+    for path in python_targets:
+        try:
+            py_compile.compile(str(path), doraise=True)
+        except py_compile.PyCompileError as exc:  # pragma: no cover - exercised in tests when broken code exists
+            errors.append(f"{path.relative_to(root)}: {exc}")
+
+    for path in package_targets:
+        try:
+            data = json.loads(path.read_text(encoding="utf-8"))
+        except json.JSONDecodeError as exc:
+            errors.append(f"{path.relative_to(root)}: invalid JSON ({exc})")
+            continue
+
+        scripts = data.get("scripts")
+        if isinstance(scripts, dict) and "poc" in scripts:
+            if not isinstance(scripts["poc"], str) or not scripts["poc"].strip():
+                errors.append(f"{path.relative_to(root)}: scripts.poc must be a non-empty string")
+
+    return {
+        "root": str(root),
+        "python_files": len(python_targets),
+        "package_json_files": len(package_targets),
+        "errors": errors,
+    }
+
+
+def main(argv: List[str] | None = None) -> int:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--root", type=Path, default=Path(__file__).resolve().parent)
+    args = parser.parse_args(argv)
+
+    result = validate_repo(args.root.resolve())
+    for error in result["errors"]:
+        print(error, file=sys.stderr)
+
+    print(
+        f"validated {result['python_files']} Python files and {result['package_json_files']} package manifests"
+    )
+    if result["errors"]:
+        print("validation failed", file=sys.stderr)
+        return 1
+    print("validation succeeded")
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())

From e8e8f4283811afd89a8c05fb227430df7ff13879 Mon Sep 17 00:00:00 2001
From: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Date: Mon, 27 Jul 2026 01:52:33 -0400
Subject: [PATCH 03/25] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 48710b3..eb80ece 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Statement
+ # Statement
 
 This repo was incomplete when published. 
 

From b57737cda837b65cfb880ba9ea9da9e1d2c2f771 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 27 Jul 2026 05:52:50 +0000
Subject: [PATCH 04/25] Apply remaining changes

---
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6635 -> 6634 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7682 -> 7681 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index 61277ad3b36c16e15dad3ef3d0637778d8962d5d..3adaee992c43c482e63b7e6856aee8fafb830125 100644
GIT binary patch
delta 10
RcmaED{K}Z|^hTzak^mfP1ib(N

delta 11
ScmaE5{Mwl5H19^nmy!S<wFJrl

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 531ea1a0c0b464f3fc8248d2a53a3f5d8edc09df..7176a8bd8e4ef97c177a75c5e956eba48843b598 100644
GIT binary patch
delta 9
QcmZp&X|!QHy^u)`01%)92><{9

delta 10
RcmZp)X|iED&AX6M4geD#0~P=P


From 4af40b65e97b2edf9d75e6181c6c742a4e14733f Mon Sep 17 00:00:00 2001
From: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Date: Sat, 1 Aug 2026 23:34:33 -0700
Subject: [PATCH 05/25] Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index eb80ece..48710b3 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
- # Statement
+# Statement
 
 This repo was incomplete when published. 
 

From 2224f5558ede81e47bd8fe12ca2bf773a1dc17f4 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 3 Aug 2026 06:38:42 +0000
Subject: [PATCH 06/25] Apply remaining changes

---
 __pycache__/validate_pocs.cpython-312.pyc     | Bin 4839 -> 4839 bytes
 .../__pycache__/run_demo.cpython-312.pyc      | Bin 14345 -> 14345 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9561 -> 9561 bytes
 .../rasc_dlta_os_helper.cpython-312.pyc       | Bin 9465 -> 9465 bytes
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6634 -> 6635 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7681 -> 7682 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 8986 -> 8986 bytes
 .../replay-calc-poc.cpython-312.pyc           | Bin 8738 -> 8738 bytes
 .../live_publickey_server.cpython-312.pyc     | Bin 9708 -> 9708 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 17259 -> 17259 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 4728 -> 4728 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9431 -> 9431 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 36203 -> 36203 bytes
 .../test_validate_pocs.cpython-312.pyc        | Bin 2545 -> 2545 bytes
 14 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/__pycache__/validate_pocs.cpython-312.pyc b/__pycache__/validate_pocs.cpython-312.pyc
index afa4dcd98aa394e06037c4cd6afe0ac877a051bc..c4aaf6929a3d4dff60722064d285e8624e5a20ce 100644
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delta 20
acmaE^`dpR!G%qg~0}zOt7i{FdBLo0G$OU@<

delta 20
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diff --git a/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc b/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc
index e769b67b8288f3773e920098bd0e7a735e5a65d7..68790d7bf79bffac0f4e8dd89d6a67010d2f772c 100644
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delta 20
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delta 20
acmeAy=q%tq&CAQh00irngly#gXAS^C>;{AY

diff --git a/discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc b/discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc
index 7f939b02e41ad6c7f1175dec7b44791985d4bc0c..22dc7e1cf73c89afa4053a38d07c22a1223451e3 100644
GIT binary patch
delta 20
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delta 20
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diff --git a/ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc b/ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc
index ebf54612bb13996de53f5a71fd9df6fd72452362..0a4c1fb453ce28853953fd75ffa3710ea75a8cb2 100644
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delta 20
acmezA`O}m8G%qg~0}zOt7i{Eyrvd;*x&{jX

delta 20
acmezA`O}m8G%qg~0}!lR60(u|oeBU<-3Idj

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index 3adaee992c43c482e63b7e6856aee8fafb830125..ee9855165cc4b3930429ecf51887b53cbe1b252d 100644
GIT binary patch
delta 19
ZcmaE5{Mwl7G%pte5Qv)>Y~*|>2>?BK1)2Z=

delta 18
YcmaED{K}Z~G#3L9tXmSYk?Wx(06*9UbpQYW

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 7176a8bd8e4ef97c177a75c5e956eba48843b598..827d6aefd3a160927cd7da5805e828efe964fea2 100644
GIT binary patch
delta 19
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delta 18
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index 46720a147097ebb796a9e78ffbfb463787e08c3b..35c3adf8950b2f3633e76400da6a92c32ec16af8 100644
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delta 20
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index 0476bba821dbe1b36912cde2d48fb3669532417d..fc4b7de7078da2fa0b29b3b83e21e0a87cd481e3 100644
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delta 20
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delta 20
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delta 20
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delta 22
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delta 22
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delta 20
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delta 20
acmeyN@<WCDG%qg~0}!lR60(syR|o(`Zw3?q

diff --git a/postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc b/postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc
index d028a17a100d97183914ce0928ce919114421136..ae00a3e1503e134b44ca9bae35275f39ea5dc763 100644
GIT binary patch
delta 20
acmccadEJxyG%qg~0}zOt7i{D{qXGayY6YbL

delta 20
acmccadEJxyG%qg~0}!lR60(u|j0ylpjRuVX

diff --git a/redis-vset-duplicate-hnsw-id-rce-poc/__pycache__/poc.cpython-312.pyc b/redis-vset-duplicate-hnsw-id-rce-poc/__pycache__/poc.cpython-312.pyc
index 5bdc3249ef74153e2671c3e363b4cecec891a43f..87ce135c1275368466bca35a63a775d54062e444 100644
GIT binary patch
delta 22
ccmaDoi|O?&ChpU`yj%=GAZ}i;kvpLm08}ytZ~y=R

delta 22
ccmaDoi|O?&ChpU`yj%=Gux?4nM(%`O09sWCSO5S3

diff --git a/tests/__pycache__/test_validate_pocs.cpython-312.pyc b/tests/__pycache__/test_validate_pocs.cpython-312.pyc
index e335d907b8cb106a95a5582b7d1d703a17a2d22d..ce638ed04ad409b440b99a98f3ae94f82381316e 100644
GIT binary patch
delta 20
acmew;{85<uG%qg~0}zOt7i{Ey#t8sD#|3Nv

delta 20
acmew;{85<uG%qg~0}wDS4cW;3j1vGqH3g^u


From 01e7f9e8afe81662c75c50c8707863efc5b813d0 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 4 Aug 2026 07:45:30 +0000
Subject: [PATCH 07/25] Apply remaining changes

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6635 -> 6634 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7682 -> 7681 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index ee9855165cc4b3930429ecf51887b53cbe1b252d..3fcc842cdf500bd78553cc74fa55fe8f05ad1bdf 100644
GIT binary patch
delta 10
RcmaED{K}Z|^hTzak^mfP1ib(N

delta 11
ScmaE5{Mwl5H19^nmy!S<wFJrl

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 827d6aefd3a160927cd7da5805e828efe964fea2..f3c3c85eda01c576a5ace93b32a8d8d43494b77a 100644
GIT binary patch
delta 9
QcmZp&X|!QHy^u)`01%)92><{9

delta 10
RcmZp)X|iED&AX6M4geD#0~P=P


From 9c8d9fd3360b03e3e114ec0ef5ba76286e4a25fc Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 4 Aug 2026 08:28:53 +0000
Subject: [PATCH 08/25] Apply remaining changes

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6635 -> 6634 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7682 -> 7681 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index ee9855165cc4b3930429ecf51887b53cbe1b252d..3fcc842cdf500bd78553cc74fa55fe8f05ad1bdf 100644
GIT binary patch
delta 10
RcmaED{K}Z|^hTzak^mfP1ib(N

delta 11
ScmaE5{Mwl5H19^nmy!S<wFJrl

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 827d6aefd3a160927cd7da5805e828efe964fea2..f3c3c85eda01c576a5ace93b32a8d8d43494b77a 100644
GIT binary patch
delta 9
QcmZp&X|!QHy^u)`01%)92><{9

delta 10
RcmZp)X|iED&AX6M4geD#0~P=P


From 67de903958cdd873ce077d3c73d88b7314f9b248 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 4 Aug 2026 09:11:44 +0000
Subject: [PATCH 09/25] Apply remaining changes

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6635 -> 6634 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7682 -> 7681 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index ee9855165cc4b3930429ecf51887b53cbe1b252d..3fcc842cdf500bd78553cc74fa55fe8f05ad1bdf 100644
GIT binary patch
delta 10
RcmaED{K}Z|^hTzak^mfP1ib(N

delta 11
ScmaE5{Mwl5H19^nmy!S<wFJrl

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 827d6aefd3a160927cd7da5805e828efe964fea2..f3c3c85eda01c576a5ace93b32a8d8d43494b77a 100644
GIT binary patch
delta 9
QcmZp&X|!QHy^u)`01%)92><{9

delta 10
RcmZp)X|iED&AX6M4geD#0~P=P


From 83d3ddab0f26d59dfbb61a82ce517bc154ba6183 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 4 Aug 2026 09:17:09 +0000
Subject: [PATCH 10/25] Initial plan


From 1e7c47bab76003246ffd20c167d4252506260e37 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Tue, 4 Aug 2026 09:24:50 +0000
Subject: [PATCH 11/25] Initial plan


From 97fd6672bcde141267dcce907133afc1eb46870c Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 5 Aug 2026 06:31:28 +0000
Subject: [PATCH 12/25] Changes before error encountered

Agent-Logs-Url: https://github.com/5hy7xz92nd-oss/exploitarium/sessions/f54d71c7-dd80-44db-b19c-a02b8d851ee0

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6635 -> 6634 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7682 -> 7681 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index ee9855165cc4b3930429ecf51887b53cbe1b252d..3fcc842cdf500bd78553cc74fa55fe8f05ad1bdf 100644
GIT binary patch
delta 10
RcmaED{K}Z|^hTzak^mfP1ib(N

delta 11
ScmaE5{Mwl5H19^nmy!S<wFJrl

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index 827d6aefd3a160927cd7da5805e828efe964fea2..f3c3c85eda01c576a5ace93b32a8d8d43494b77a 100644
GIT binary patch
delta 9
QcmZp&X|!QHy^u)`01%)92><{9

delta 10
RcmZp)X|iED&AX6M4geD#0~P=P


From 2ec10ad2f20695977c71bb1f8ba67e20df47ad5c Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Wed, 5 Aug 2026 06:40:58 +0000
Subject: [PATCH 13/25] Initial plan


From 60ed059e9d4c7b1172f3870d20ea30dec4a08821 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 11:10:32 +0000
Subject: [PATCH 14/25] Start validation and CI upgrade work

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 __pycache__/validate_pocs.cpython-312.pyc     | Bin 4839 -> 4839 bytes
 .../__pycache__/run_demo.cpython-312.pyc      | Bin 14345 -> 14345 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9561 -> 9561 bytes
 .../rasc_dlta_os_helper.cpython-312.pyc       | Bin 9465 -> 9465 bytes
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6634 -> 6635 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7681 -> 7682 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 8986 -> 8986 bytes
 .../replay-calc-poc.cpython-312.pyc           | Bin 8738 -> 8738 bytes
 .../live_publickey_server.cpython-312.pyc     | Bin 9708 -> 9708 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 17259 -> 17259 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 4728 -> 4728 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9431 -> 9431 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 36203 -> 36203 bytes
 .../test_validate_pocs.cpython-312.pyc        | Bin 2545 -> 2545 bytes
 14 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/__pycache__/validate_pocs.cpython-312.pyc b/__pycache__/validate_pocs.cpython-312.pyc
index c4aaf6929a3d4dff60722064d285e8624e5a20ce..fbf1fd9b52b5b327cb6035bc057e3bf4fa16259a 100644
GIT binary patch
delta 20
acmaE^`dpR!G%qg~0}#B8uh__aM+g8#x(0y&

delta 20
acmaE^`dpR!G%qg~0}zOt7i{FdBLo0G$OU@<

diff --git a/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc b/curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc
index 68790d7bf79bffac0f4e8dd89d6a67010d2f772c..8f981b85add622307ccef7c5f8a72f0d7d9018ac 100644
GIT binary patch
delta 20
acmeAy=q%tq&CAQh00eL2D>icfGY0@dy9S~F

delta 20
acmeAy=q%tq&CAQh00iRZ1sl2lnF9bj$pxGM

diff --git a/discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc b/discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc
index 22dc7e1cf73c89afa4053a38d07c22a1223451e3..c59fdf82b4d0081e2f9fffc7ccc838027e949c15 100644
GIT binary patch
delta 20
acmccVb<>OcG%qg~0}#B8uh_`#rwRZ^(FQaC

delta 20
acmccVb<>OcG%qg~0}zOt7i{GAQw0D(-vurJ

diff --git a/ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc b/ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc
index 0a4c1fb453ce28853953fd75ffa3710ea75a8cb2..5f3aee0ec577700c809207aa19258502e5f8e26b 100644
GIT binary patch
delta 20
acmezA`O}m8G%qg~0}#B8uh_`_P6Yr>tOpSQ

delta 20
acmezA`O}m8G%qg~0}zOt7i{Eyrvd;*x&{jX

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
index 3fcc842cdf500bd78553cc74fa55fe8f05ad1bdf..5457c7f25029613d1b27efead6701772d6e37230 100644
GIT binary patch
delta 19
ZcmaE5{Mwl7G%pte5WJ1A*vR=%5&%SM2A}`{

delta 18
YcmaED{K}Z~G#3L9h?^H|<a#Ix06Db<jQ{`u

diff --git a/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc b/firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
index f3c3c85eda01c576a5ace93b32a8d8d43494b77a..a07a43b4ade21f47394e6354a48d62e77c66c173 100644
GIT binary patch
delta 19
ZcmZp)X|mxu&CA6A1aIRjHgf)u1pqe+1^WO1

delta 18
YcmZp&X|&-y&BXu&;^qY#xqiq304)^+=l}o!

diff --git a/floci-apigateway-vtl-rce-poc/__pycache__/poc.cpython-312.pyc b/floci-apigateway-vtl-rce-poc/__pycache__/poc.cpython-312.pyc
index 35c3adf8950b2f3633e76400da6a92c32ec16af8..615b4c8e98e1f66b11b4022f52f9370b88688677 100644
GIT binary patch
delta 20
acmbQ`Hp`9sG%qg~0}#B8uh_`VuM7Y^X9aBl

delta 20
acmbQ`Hp`9sG%qg~0}zOt7i{F_R|Wt!bp&Ss

diff --git a/libssh2-publickey-list-calc-poc/__pycache__/replay-calc-poc.cpython-312.pyc b/libssh2-publickey-list-calc-poc/__pycache__/replay-calc-poc.cpython-312.pyc
index fc4b7de7078da2fa0b29b3b83e21e0a87cd481e3..f9ba221846454a6a2b83716a5d3f3a526db3c314 100644
GIT binary patch
delta 20
acmZ4FvdD$|G%qg~0}#B8uh_^ft^@!+UIl;v

delta 20
acmZ4FvdD$|G%qg~0}zOt7i{DfR{{VxYy^4$

diff --git a/libssh2-publickey-list-calc-poc/poc/__pycache__/live_publickey_server.cpython-312.pyc b/libssh2-publickey-list-calc-poc/poc/__pycache__/live_publickey_server.cpython-312.pyc
index 1dc43bb7b45be77dc3d8d53189a6f0261d73ea69..99788b359f3ecb70f3a5eaed26dbffdb704b7fab 100644
GIT binary patch
delta 20
acmaFk{l=U7G%qg~0}#B8uh_`_P!#}6?FR1v

delta 20
acmaFk{l=U7G%qg~0}zOt7i{Eys0si?`vvI$

diff --git a/nghttp2-nghttpx-upgrade-queue-poison-poc/__pycache__/poc.cpython-312.pyc b/nghttp2-nghttpx-upgrade-queue-poison-poc/__pycache__/poc.cpython-312.pyc
index d81edd7a7239490a82451b69b6d8d20878f3e0e2..442d6a20e1c949064c7b780581c49516dd393b3b 100644
GIT binary patch
delta 22
ccmaFe#`wC8k^3|+FBbz4yp6Be$erK}09UC80ssI2

delta 22
ccmaFe#`wC8k^3|+FBbz4h?^H|<W6t~08qCD`~Uy|

diff --git a/openssh-agent-lock-provider-bypass/__pycache__/poc.cpython-312.pyc b/openssh-agent-lock-provider-bypass/__pycache__/poc.cpython-312.pyc
index afc42f05b6f3f92549c5557cdab0181fcbb030cc..56d34234bc1f232e204fe8a03ee50a4ab35f4830 100644
GIT binary patch
delta 20
acmeyN@<WCDG%qg~0}#B8uh__)D+B;XJ_a%X

delta 20
acmeyN@<WCDG%qg~0}zOt7i{Ft6#@W2Oa&|e

diff --git a/postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc b/postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc
index ae00a3e1503e134b44ca9bae35275f39ea5dc763..8eeaeebee3841cbbea5c5605183e4b2a2da4d498 100644
GIT binary patch
delta 20
acmccadEJxyG%qg~0}#B8uh__aMg;&!Tn4KE

delta 20
acmccadEJxyG%qg~0}zOt7i{D{qXGayY6YbL

diff --git a/redis-vset-duplicate-hnsw-id-rce-poc/__pycache__/poc.cpython-312.pyc b/redis-vset-duplicate-hnsw-id-rce-poc/__pycache__/poc.cpython-312.pyc
index 87ce135c1275368466bca35a63a775d54062e444..6dbd7c47f5cdaeb6895e1c69acc243607cf62cdb 100644
GIT binary patch
delta 22
ccmaDoi|O?&ChpU`yj%=G@HW0;BX>eC09zynb^rhX

delta 22
ccmaDoi|O?&ChpU`yj%=GAZ}i;kvpLm08}ytZ~y=R

diff --git a/tests/__pycache__/test_validate_pocs.cpython-312.pyc b/tests/__pycache__/test_validate_pocs.cpython-312.pyc
index ce638ed04ad409b440b99a98f3ae94f82381316e..e415863c95aefa9f8a4a78838a1db2b160f8202b 100644
GIT binary patch
delta 20
acmew;{85<uG%qg~0}#B8uh_`_j1vGvxdw6o

delta 20
acmew;{85<uG%qg~0}zOt7i{Ey#t8sD#|3Nv


From dd394b08574f49e059f47af2a9a41ac5bfe97d74 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 11:12:49 +0000
Subject: [PATCH 15/25] Expand PoC validation, tests, CI, and ignore bytecode

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 .github/workflows/validate.yml                |  30 +++
 .gitignore                                    |  13 +
 README.md                                     |  18 ++
 __pycache__/validate_pocs.cpython-312.pyc     | Bin 4839 -> 0 bytes
 .../__pycache__/run_demo.cpython-312.pyc      | Bin 14345 -> 0 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9561 -> 0 bytes
 .../rasc_dlta_os_helper.cpython-312.pyc       | Bin 9465 -> 0 bytes
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6635 -> 0 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7682 -> 0 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 8986 -> 0 bytes
 .../replay-calc-poc.cpython-312.pyc           | Bin 8738 -> 0 bytes
 .../live_publickey_server.cpython-312.pyc     | Bin 9708 -> 0 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 17259 -> 0 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 4728 -> 0 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9431 -> 0 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 36203 -> 0 bytes
 .../test_validate_pocs.cpython-312.pyc        | Bin 2545 -> 0 bytes
 tests/test_validate_pocs.py                   | 126 +++++++++-
 validate_pocs.py                              | 232 ++++++++++++++++--
 19 files changed, 397 insertions(+), 22 deletions(-)
 create mode 100644 .github/workflows/validate.yml
 delete mode 100644 __pycache__/validate_pocs.cpython-312.pyc
 delete mode 100644 curl-smtp-expn-recipient-crlf-injection/__pycache__/run_demo.cpython-312.pyc
 delete mode 100644 discourse-scoped-api-key-preauth-bypass/__pycache__/poc.cpython-312.pyc
 delete mode 100644 ffmpeg-rasc-dlta-calc-poc/poc/__pycache__/rasc_dlta_os_helper.cpython-312.pyc
 delete mode 100644 firefox-152.0.5-backup-nss-rce-poc/__pycache__/build_backup.cpython-312.pyc
 delete mode 100644 firefox-152.0.5-backup-nss-rce-poc/__pycache__/server.cpython-312.pyc
 delete mode 100644 floci-apigateway-vtl-rce-poc/__pycache__/poc.cpython-312.pyc
 delete mode 100644 libssh2-publickey-list-calc-poc/__pycache__/replay-calc-poc.cpython-312.pyc
 delete mode 100644 libssh2-publickey-list-calc-poc/poc/__pycache__/live_publickey_server.cpython-312.pyc
 delete mode 100644 nghttp2-nghttpx-upgrade-queue-poison-poc/__pycache__/poc.cpython-312.pyc
 delete mode 100644 openssh-agent-lock-provider-bypass/__pycache__/poc.cpython-312.pyc
 delete mode 100644 postgres-ri-owner-switched-cast-poc/__pycache__/poc.cpython-312.pyc
 delete mode 100644 redis-vset-duplicate-hnsw-id-rce-poc/__pycache__/poc.cpython-312.pyc
 delete mode 100644 tests/__pycache__/test_validate_pocs.cpython-312.pyc

diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml
new file mode 100644
index 0000000..1bcfdf7
--- /dev/null
+++ b/.github/workflows/validate.yml
@@ -0,0 +1,30 @@
+name: Validate
+
+on:
+  push:
+  pull_request:
+  workflow_dispatch:
+
+jobs:
+  validate:
+    name: Unit tests and PoC validation
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out repository
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: "22"
+
+      - name: Run unit tests
+        run: python -m unittest discover -s tests -v
+
+      - name: Validate repository integrations
+        run: python validate_pocs.py
diff --git a/.gitignore b/.gitignore
index 328e579..a9f5603 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,18 @@
 .DS_Store
 Thumbs.db
+__pycache__/
+*.py[cod]
+*$py.class
+.pytest_cache/
+.mypy_cache/
+.ruff_cache/
+.venv/
+venv/
+node_modules/
+target/
+*.egg-info/
+.coverage
+htmlcov/
 libssh2-publickey-list-calc-poc/build/
 libssh2-publickey-list-calc-poc/x86_calc_payload_reached.txt
 libssh2-publickey-list-calc-poc/x64_calc_payload_reached.txt
diff --git a/README.md b/README.md
index 48710b3..39e4828 100644
--- a/README.md
+++ b/README.md
@@ -66,6 +66,24 @@ Most folders contain one of my former standalone PoC repos, preserved with its o
 | `systeminformer-phsvc-trusted-host-lpe-poc` | direct entry, June 24, 2026 | 3 |
 | `vlc-vp9-reschange-crash-poc` | `fae72b82f24d03cf2fb9cb55fbb2e7774f684ff3` | 3 |
 
+## Validation
+
+Repository integrity checks live in `validate_pocs.py` and cover:
+
+- Python syntax (`py_compile`) for tracked PoC scripts
+- `package.json`, `Cargo.toml`, `requirements*.txt`, and JSON manifest structure
+- JavaScript syntax via `node --check`
+- Per-entry `README.md` presence and root catalog consistency
+
+Run locally:
+
+```bash
+python -m unittest discover -s tests -v
+python validate_pocs.py
+```
+
+CI runs the same suite on every push and pull request (`.github/workflows/validate.yml`).
+
 ## Consolidation Check
 
 This section applies to the former standalone repositories listed above by commit hash.
diff --git a/__pycache__/validate_pocs.cpython-312.pyc b/__pycache__/validate_pocs.cpython-312.pyc
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diff --git a/tests/__pycache__/test_validate_pocs.cpython-312.pyc b/tests/__pycache__/test_validate_pocs.cpython-312.pyc
deleted file mode 100644
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GIT binary patch
literal 0
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diff --git a/tests/test_validate_pocs.py b/tests/test_validate_pocs.py
index 44f499e..dc047e1 100644
--- a/tests/test_validate_pocs.py
+++ b/tests/test_validate_pocs.py
@@ -1,3 +1,5 @@
+import json
+import tempfile
 import unittest
 from pathlib import Path
 
@@ -11,15 +13,137 @@ def setUp(self) -> None:
     def test_discovery_finds_expected_targets(self) -> None:
         python_targets = validate_pocs.discover_python_targets(self.repo_root)
         package_targets = validate_pocs.discover_package_targets(self.repo_root)
+        cargo_targets = validate_pocs.discover_cargo_targets(self.repo_root)
+        js_targets = validate_pocs.discover_javascript_targets(self.repo_root)
+        poc_dirs = validate_pocs.discover_poc_directories(self.repo_root)
 
         self.assertTrue(any(path.name == "run_demo.py" for path in python_targets))
         self.assertTrue(any(path.name == "package.json" for path in package_targets))
+        self.assertTrue(any(path.name == "Cargo.toml" for path in cargo_targets))
+        self.assertTrue(any(path.suffix == ".js" for path in js_targets))
         self.assertGreater(len(python_targets), 20)
         self.assertGreater(len(package_targets), 0)
+        self.assertGreaterEqual(len(cargo_targets), 2)
+        self.assertGreater(len(poc_dirs), 30)
 
-    def test_validation_succeeds(self) -> None:
+    def test_validation_succeeds_for_repository(self) -> None:
         result = validate_pocs.validate_repo(self.repo_root)
         self.assertEqual(result["errors"], [])
+        self.assertGreater(result["python_files"], 20)
+        self.assertGreater(result["package_json_files"], 0)
+        self.assertGreaterEqual(result["cargo_toml_files"], 2)
+        self.assertGreater(result["javascript_files"], 0)
+        self.assertGreater(result["poc_directories"], 30)
+
+    def test_parse_readme_catalog_extracts_rows(self) -> None:
+        sample = """
+| Folder | Source | Tracked entries |
+| --- | --- | ---: |
+| `alpha-poc` | direct entry | 1 |
+| `beta-poc` | hash | 2 |
+"""
+        self.assertEqual(validate_pocs.parse_readme_catalog(sample), ["alpha-poc", "beta-poc"])
+
+    def _write(self, root: Path, relative: str, content: str) -> Path:
+        path = root / relative
+        path.parent.mkdir(parents=True, exist_ok=True)
+        path.write_text(content, encoding="utf-8")
+        return path
+
+    def test_validation_accepts_well_formed_fixture_repo(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            self._write(
+                root,
+                "README.md",
+                """# Fixture
+
+| Folder | Source | Tracked entries |
+| --- | --- | ---: |
+| `demo-poc` | direct entry | 1 |
+""",
+            )
+            self._write(root, "demo-poc/README.md", "# Demo\n")
+            self._write(root, "demo-poc/poc.py", "print('ok')\n")
+            self._write(
+                root,
+                "demo-poc/package.json",
+                json.dumps(
+                    {
+                        "name": "demo-poc",
+                        "version": "0.1.0",
+                        "private": True,
+                        "scripts": {"poc": "node index.js"},
+                    }
+                ),
+            )
+            self._write(root, "demo-poc/index.js", "console.log('ok');\n")
+            self._write(
+                root,
+                "demo-poc/Cargo.toml",
+                """[package]
+name = "demo_poc"
+version = "0.1.0"
+edition = "2021"
+""",
+            )
+            self._write(root, "demo-poc/requirements.txt", "requests>=2.0\n")
+            self._write(root, "demo-poc/data.json", '{"ok": true}\n')
+
+            result = validate_pocs.validate_repo(root)
+            self.assertEqual(result["errors"], [])
+            self.assertEqual(result["python_files"], 1)
+            self.assertEqual(result["package_json_files"], 1)
+            self.assertEqual(result["cargo_toml_files"], 1)
+            self.assertEqual(result["requirements_files"], 1)
+            self.assertEqual(result["javascript_files"], 1)
+            self.assertEqual(result["json_files"], 2)
+            self.assertEqual(result["poc_directories"], 1)
+
+    def test_validation_reports_broken_manifests_and_catalog(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            self._write(
+                root,
+                "README.md",
+                """# Fixture
+
+| Folder | Source | Tracked entries |
+| --- | --- | ---: |
+| `missing-dir` | direct entry | 1 |
+| `broken-poc` | direct entry | 1 |
+| `broken-poc` | direct entry | 1 |
+""",
+            )
+            self._write(root, "broken-poc/bad.py", "def oops(:\n")
+            self._write(root, "broken-poc/package.json", "{not-json")
+            self._write(root, "broken-poc/Cargo.toml", "package = 'nope'\n")
+            self._write(root, "broken-poc/requirements.txt", "# only comments\n")
+            self._write(root, "broken-poc/bad.js", "const x = ;\n")
+            self._write(root, "broken-poc/bad.json", "{bad")
+            # intentionally no README.md in broken-poc
+
+            result = validate_pocs.validate_repo(root)
+            joined = "\n".join(result["errors"])
+
+            self.assertTrue(result["errors"])
+            self.assertIn("bad.py", joined)
+            self.assertIn("package.json", joined)
+            self.assertIn("Cargo.toml", joined)
+            self.assertIn("requirements.txt", joined)
+            self.assertIn("bad.js", joined)
+            self.assertIn("bad.json", joined)
+            self.assertIn("missing README.md", joined)
+            self.assertIn("catalog lists missing directory `missing-dir`", joined)
+            self.assertIn("catalog lists `broken-poc` more than once", joined)
+
+    def test_main_success_and_failure_exit_codes(self) -> None:
+        self.assertEqual(validate_pocs.main(["--root", str(self.repo_root)]), 0)
+
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            self._write(root, "README.md", "# empty\n")
+            self.assertEqual(validate_pocs.main(["--root", str(root)]), 1)
 
 
 if __name__ == "__main__":
diff --git a/validate_pocs.py b/validate_pocs.py
index a263dd7..0abaf77 100644
--- a/validate_pocs.py
+++ b/validate_pocs.py
@@ -1,62 +1,245 @@
 #!/usr/bin/env python3
-"""Validate the repository's PoC entrypoints and manifests."""
+"""Validate the repository's PoC entrypoints, manifests, and catalog integrity."""
 
 from __future__ import annotations
 
 import argparse
 import json
 import py_compile
+import re
+import shutil
+import subprocess
 import sys
+import tomllib
 from pathlib import Path
-from typing import List, Dict, Tuple
+from typing import Dict, List, Sequence
 
+EXCLUDED_DIR_NAMES = {
+    ".git",
+    ".github",
+    "__pycache__",
+    ".venv",
+    "venv",
+    "node_modules",
+    "target",
+    "build",
+    "dist",
+    "tests",
+}
 
-EXCLUDED_DIRS = {".git", "__pycache__"}
+CATALOG_ROW_RE = re.compile(r"^\| `([^`]+)` \|", re.MULTILINE)
+
+
+def _is_excluded(path: Path) -> bool:
+    return any(part in EXCLUDED_DIR_NAMES for part in path.parts)
 
 
 def discover_python_targets(root: Path) -> List[Path]:
-    return sorted(
-        path
-        for path in root.rglob("*.py")
-        if not any(part in EXCLUDED_DIRS for part in path.parts)
-    )
+    return sorted(path for path in root.rglob("*.py") if not _is_excluded(path))
 
 
 def discover_package_targets(root: Path) -> List[Path]:
+    return sorted(path for path in root.rglob("package.json") if not _is_excluded(path))
+
+
+def discover_cargo_targets(root: Path) -> List[Path]:
+    return sorted(path for path in root.rglob("Cargo.toml") if not _is_excluded(path))
+
+
+def discover_requirements_targets(root: Path) -> List[Path]:
+    return sorted(path for path in root.rglob("requirements*.txt") if not _is_excluded(path))
+
+
+def discover_javascript_targets(root: Path) -> List[Path]:
+    return sorted(path for path in root.rglob("*.js") if not _is_excluded(path))
+
+
+def discover_json_targets(root: Path) -> List[Path]:
+    return sorted(path for path in root.rglob("*.json") if not _is_excluded(path))
+
+
+def discover_poc_directories(root: Path) -> List[Path]:
     return sorted(
         path
-        for path in root.rglob("package.json")
-        if not any(part in EXCLUDED_DIRS for part in path.parts)
+        for path in root.iterdir()
+        if path.is_dir() and path.name not in EXCLUDED_DIR_NAMES and not path.name.startswith(".")
     )
 
 
-def validate_repo(root: Path) -> Dict[str, object]:
-    python_targets = discover_python_targets(root)
-    package_targets = discover_package_targets(root)
-    errors: List[str] = []
+def parse_readme_catalog(readme_text: str) -> List[str]:
+    return CATALOG_ROW_RE.findall(readme_text)
+
 
-    for path in python_targets:
+def _validate_python_files(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
+    for path in paths:
         try:
             py_compile.compile(str(path), doraise=True)
-        except py_compile.PyCompileError as exc:  # pragma: no cover - exercised in tests when broken code exists
+        except py_compile.PyCompileError as exc:  # pragma: no cover - covered via broken fixtures
             errors.append(f"{path.relative_to(root)}: {exc}")
 
-    for path in package_targets:
+
+def _validate_package_manifests(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
+    for path in paths:
         try:
             data = json.loads(path.read_text(encoding="utf-8"))
-        except json.JSONDecodeError as exc:
+        except (OSError, UnicodeDecodeError, json.JSONDecodeError) as exc:
             errors.append(f"{path.relative_to(root)}: invalid JSON ({exc})")
             continue
 
+        if not isinstance(data, dict):
+            errors.append(f"{path.relative_to(root)}: package.json root must be an object")
+            continue
+
+        name = data.get("name")
+        if not isinstance(name, str) or not name.strip():
+            errors.append(f"{path.relative_to(root)}: missing non-empty string field 'name'")
+
         scripts = data.get("scripts")
-        if isinstance(scripts, dict) and "poc" in scripts:
-            if not isinstance(scripts["poc"], str) or not scripts["poc"].strip():
+        if scripts is None:
+            continue
+        if not isinstance(scripts, dict):
+            errors.append(f"{path.relative_to(root)}: scripts must be an object")
+            continue
+        if "poc" in scripts:
+            poc_script = scripts["poc"]
+            if not isinstance(poc_script, str) or not poc_script.strip():
                 errors.append(f"{path.relative_to(root)}: scripts.poc must be a non-empty string")
 
+
+def _validate_json_files(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
+    for path in paths:
+        try:
+            json.loads(path.read_text(encoding="utf-8"))
+        except (OSError, UnicodeDecodeError, json.JSONDecodeError) as exc:
+            errors.append(f"{path.relative_to(root)}: invalid JSON ({exc})")
+
+
+def _validate_cargo_manifests(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
+    for path in paths:
+        try:
+            data = tomllib.loads(path.read_text(encoding="utf-8"))
+        except (OSError, UnicodeDecodeError, tomllib.TOMLDecodeError) as exc:
+            errors.append(f"{path.relative_to(root)}: invalid TOML ({exc})")
+            continue
+
+        package = data.get("package")
+        if not isinstance(package, dict):
+            errors.append(f"{path.relative_to(root)}: missing [package] table")
+            continue
+
+        for field in ("name", "version", "edition"):
+            value = package.get(field)
+            if not isinstance(value, str) or not value.strip():
+                errors.append(
+                    f"{path.relative_to(root)}: package.{field} must be a non-empty string"
+                )
+
+
+def _validate_requirements_files(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
+    for path in paths:
+        try:
+            text = path.read_text(encoding="utf-8")
+        except (OSError, UnicodeDecodeError) as exc:
+            errors.append(f"{path.relative_to(root)}: unreadable ({exc})")
+            continue
+
+        lines = [line.strip() for line in text.splitlines()]
+        meaningful = [line for line in lines if line and not line.startswith("#")]
+        if not meaningful:
+            errors.append(f"{path.relative_to(root)}: requirements file has no dependency entries")
+            continue
+
+        for line in meaningful:
+            if line.startswith("-") and not any(ch.isalnum() for ch in line):
+                errors.append(f"{path.relative_to(root)}: invalid requirement line: {line!r}")
+
+
+def _validate_javascript_files(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
+    if not paths:
+        return
+
+    node = shutil.which("node")
+    if node is None:
+        errors.append("node is required to syntax-check JavaScript PoC files but was not found")
+        return
+
+    for path in paths:
+        completed = subprocess.run(
+            [node, "--check", str(path)],
+            capture_output=True,
+            text=True,
+            check=False,
+        )
+        if completed.returncode != 0:
+            detail = (completed.stderr or completed.stdout or "syntax check failed").strip()
+            errors.append(f"{path.relative_to(root)}: {detail}")
+
+
+def _validate_poc_directories(root: Path, poc_dirs: Sequence[Path], errors: List[str]) -> None:
+    for path in poc_dirs:
+        readme = path / "README.md"
+        if not readme.is_file():
+            errors.append(f"{path.relative_to(root)}: missing README.md")
+
+
+def _validate_readme_catalog(root: Path, poc_dirs: Sequence[Path], errors: List[str]) -> None:
+    readme_path = root / "README.md"
+    if not readme_path.is_file():
+        errors.append("README.md: missing repository catalog")
+        return
+
+    try:
+        catalog = parse_readme_catalog(readme_path.read_text(encoding="utf-8"))
+    except (OSError, UnicodeDecodeError) as exc:
+        errors.append(f"README.md: unreadable ({exc})")
+        return
+
+    if not catalog:
+        errors.append("README.md: no PoC catalog rows found")
+        return
+
+    catalog_set = set(catalog)
+    dir_set = {path.name for path in poc_dirs}
+
+    for missing in sorted(dir_set - catalog_set):
+        errors.append(f"README.md: catalog missing PoC directory `{missing}`")
+    for extra in sorted(catalog_set - dir_set):
+        errors.append(f"README.md: catalog lists missing directory `{extra}`")
+
+    duplicates = sorted({name for name in catalog if catalog.count(name) > 1})
+    for name in duplicates:
+        errors.append(f"README.md: catalog lists `{name}` more than once")
+
+
+def validate_repo(root: Path) -> Dict[str, object]:
+    root = root.resolve()
+    python_targets = discover_python_targets(root)
+    package_targets = discover_package_targets(root)
+    cargo_targets = discover_cargo_targets(root)
+    requirements_targets = discover_requirements_targets(root)
+    javascript_targets = discover_javascript_targets(root)
+    json_targets = discover_json_targets(root)
+    poc_dirs = discover_poc_directories(root)
+    errors: List[str] = []
+
+    _validate_python_files(root, python_targets, errors)
+    _validate_package_manifests(root, package_targets, errors)
+    _validate_json_files(root, json_targets, errors)
+    _validate_cargo_manifests(root, cargo_targets, errors)
+    _validate_requirements_files(root, requirements_targets, errors)
+    _validate_javascript_files(root, javascript_targets, errors)
+    _validate_poc_directories(root, poc_dirs, errors)
+    _validate_readme_catalog(root, poc_dirs, errors)
+
     return {
         "root": str(root),
         "python_files": len(python_targets),
         "package_json_files": len(package_targets),
+        "cargo_toml_files": len(cargo_targets),
+        "requirements_files": len(requirements_targets),
+        "javascript_files": len(javascript_targets),
+        "json_files": len(json_targets),
+        "poc_directories": len(poc_dirs),
         "errors": errors,
     }
 
@@ -71,7 +254,14 @@ def main(argv: List[str] | None = None) -> int:
         print(error, file=sys.stderr)
 
     print(
-        f"validated {result['python_files']} Python files and {result['package_json_files']} package manifests"
+        "validated "
+        f"{result['python_files']} Python files, "
+        f"{result['package_json_files']} package manifests, "
+        f"{result['cargo_toml_files']} Cargo manifests, "
+        f"{result['requirements_files']} requirements files, "
+        f"{result['javascript_files']} JavaScript files, "
+        f"{result['json_files']} JSON files, and "
+        f"{result['poc_directories']} PoC directories"
     )
     if result["errors"]:
         print("validation failed", file=sys.stderr)

From 5178e3c0e4954df88db309486df5297fa92c0205 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 11:13:27 +0000
Subject: [PATCH 16/25] Use Counter for catalog duplicate detection

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 validate_pocs.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/validate_pocs.py b/validate_pocs.py
index 0abaf77..ff10a62 100644
--- a/validate_pocs.py
+++ b/validate_pocs.py
@@ -11,6 +11,7 @@
 import subprocess
 import sys
 import tomllib
+from collections import Counter
 from pathlib import Path
 from typing import Dict, List, Sequence
 
@@ -206,9 +207,9 @@ def _validate_readme_catalog(root: Path, poc_dirs: Sequence[Path], errors: List[
     for extra in sorted(catalog_set - dir_set):
         errors.append(f"README.md: catalog lists missing directory `{extra}`")
 
-    duplicates = sorted({name for name in catalog if catalog.count(name) > 1})
-    for name in duplicates:
-        errors.append(f"README.md: catalog lists `{name}` more than once")
+    for name, count in sorted(Counter(catalog).items()):
+        if count > 1:
+            errors.append(f"README.md: catalog lists `{name}` more than once")
 
 
 def validate_repo(root: Path) -> Dict[str, object]:

From f5d4a5059289bdac2d7710c4b5745b93bd657115 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 11:14:10 +0000
Subject: [PATCH 17/25] Limit CI workflow GITHUB_TOKEN permissions

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 .github/workflows/validate.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/validate.yml b/.github/workflows/validate.yml
index 1bcfdf7..95ed200 100644
--- a/.github/workflows/validate.yml
+++ b/.github/workflows/validate.yml
@@ -5,6 +5,9 @@ on:
   pull_request:
   workflow_dispatch:
 
+permissions:
+  contents: read
+
 jobs:
   validate:
     name: Unit tests and PoC validation

From e20fa69455e834fb9de2b7527e42a294cd627ecb Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 11:20:06 +0000
Subject: [PATCH 18/25] Fix root-relative excludes and harden validation gates

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 tests/test_validate_pocs.py |  97 +++++++++++++++++++++++-----------
 validate_pocs.py            | 101 ++++++++++++++++++++++++++++++++----
 2 files changed, 157 insertions(+), 41 deletions(-)

diff --git a/tests/test_validate_pocs.py b/tests/test_validate_pocs.py
index dc047e1..b6ddb82 100644
--- a/tests/test_validate_pocs.py
+++ b/tests/test_validate_pocs.py
@@ -1,4 +1,5 @@
 import json
+import shutil
 import tempfile
 import unittest
 from pathlib import Path
@@ -50,45 +51,48 @@ def _write(self, root: Path, relative: str, content: str) -> Path:
         path.write_text(content, encoding="utf-8")
         return path
 
-    def test_validation_accepts_well_formed_fixture_repo(self) -> None:
-        with tempfile.TemporaryDirectory() as tmp:
-            root = Path(tmp)
-            self._write(
-                root,
-                "README.md",
-                """# Fixture
+    def _write_minimal_valid_repo(self, root: Path, *, broken_python: bool = False) -> None:
+        self._write(
+            root,
+            "README.md",
+            """# Fixture
 
 | Folder | Source | Tracked entries |
 | --- | --- | ---: |
 | `demo-poc` | direct entry | 1 |
 """,
-            )
-            self._write(root, "demo-poc/README.md", "# Demo\n")
-            self._write(root, "demo-poc/poc.py", "print('ok')\n")
-            self._write(
-                root,
-                "demo-poc/package.json",
-                json.dumps(
-                    {
-                        "name": "demo-poc",
-                        "version": "0.1.0",
-                        "private": True,
-                        "scripts": {"poc": "node index.js"},
-                    }
-                ),
-            )
-            self._write(root, "demo-poc/index.js", "console.log('ok');\n")
-            self._write(
-                root,
-                "demo-poc/Cargo.toml",
-                """[package]
+        )
+        self._write(root, "demo-poc/README.md", "# Demo\n")
+        py_source = "def oops(:\n" if broken_python else "print('ok')\n"
+        self._write(root, "demo-poc/poc.py", py_source)
+        self._write(
+            root,
+            "demo-poc/package.json",
+            json.dumps(
+                {
+                    "name": "demo-poc",
+                    "version": "0.1.0",
+                    "private": True,
+                    "scripts": {"poc": "node index.js"},
+                }
+            ),
+        )
+        self._write(root, "demo-poc/index.js", "console.log('ok');\n")
+        self._write(
+            root,
+            "demo-poc/Cargo.toml",
+            """[package]
 name = "demo_poc"
 version = "0.1.0"
-edition = "2021"
 """,
-            )
-            self._write(root, "demo-poc/requirements.txt", "requests>=2.0\n")
-            self._write(root, "demo-poc/data.json", '{"ok": true}\n')
+        )
+        self._write(root, "demo-poc/requirements.txt", "requests>=2.0\n")
+        self._write(root, "demo-poc/data.json", '{"ok": true}\n')
+
+    def test_validation_accepts_well_formed_fixture_repo(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            self._write_minimal_valid_repo(root)
 
             result = validate_pocs.validate_repo(root)
             self.assertEqual(result["errors"], [])
@@ -137,6 +141,37 @@ def test_validation_reports_broken_manifests_and_catalog(self) -> None:
             self.assertIn("catalog lists missing directory `missing-dir`", joined)
             self.assertIn("catalog lists `broken-poc` more than once", joined)
 
+    def test_parent_directory_named_build_does_not_skip_checks(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            parent = Path(tmp) / "build"
+            root = parent / "repo"
+            root.mkdir(parents=True)
+            self._write_minimal_valid_repo(root, broken_python=True)
+
+            result = validate_pocs.validate_repo(root)
+            joined = "\n".join(result["errors"])
+            self.assertGreater(result["python_files"], 0)
+            self.assertIn("poc.py", joined)
+
+    def test_parent_directory_named_tests_does_not_skip_checks(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            parent = Path(tmp) / "tests"
+            root = parent / "repo"
+            root.mkdir(parents=True)
+            self._write_minimal_valid_repo(root, broken_python=True)
+
+            result = validate_pocs.validate_repo(root)
+            joined = "\n".join(result["errors"])
+            self.assertGreater(result["python_files"], 0)
+            self.assertIn("poc.py", joined)
+
+    def test_cargo_without_edition_is_accepted(self) -> None:
+        with tempfile.TemporaryDirectory() as tmp:
+            root = Path(tmp)
+            self._write_minimal_valid_repo(root)
+            result = validate_pocs.validate_repo(root)
+            self.assertEqual(result["errors"], [])
+
     def test_main_success_and_failure_exit_codes(self) -> None:
         self.assertEqual(validate_pocs.main(["--root", str(self.repo_root)]), 0)
 
diff --git a/validate_pocs.py b/validate_pocs.py
index ff10a62..b258518 100644
--- a/validate_pocs.py
+++ b/validate_pocs.py
@@ -13,7 +13,7 @@
 import tomllib
 from collections import Counter
 from pathlib import Path
-from typing import Dict, List, Sequence
+from typing import Dict, Iterable, List, Sequence
 
 EXCLUDED_DIR_NAMES = {
     ".git",
@@ -31,35 +31,53 @@
 CATALOG_ROW_RE = re.compile(r"^\| `([^`]+)` \|", re.MULTILINE)
 
 
-def _is_excluded(path: Path) -> bool:
-    return any(part in EXCLUDED_DIR_NAMES for part in path.parts)
+def _relative_parts(path: Path, root: Path) -> Sequence[str]:
+    """Return path parts relative to root; fall back to the path's own parts."""
+    try:
+        return path.resolve().relative_to(root.resolve()).parts
+    except ValueError:
+        return path.parts
+
+
+def _is_excluded(path: Path, root: Path) -> bool:
+    """Exclude only repository-relative directory names, not parent checkout paths."""
+    return any(part in EXCLUDED_DIR_NAMES for part in _relative_parts(path, root))
 
 
 def discover_python_targets(root: Path) -> List[Path]:
-    return sorted(path for path in root.rglob("*.py") if not _is_excluded(path))
+    root = root.resolve()
+    return sorted(path for path in root.rglob("*.py") if not _is_excluded(path, root))
 
 
 def discover_package_targets(root: Path) -> List[Path]:
-    return sorted(path for path in root.rglob("package.json") if not _is_excluded(path))
+    root = root.resolve()
+    return sorted(path for path in root.rglob("package.json") if not _is_excluded(path, root))
 
 
 def discover_cargo_targets(root: Path) -> List[Path]:
-    return sorted(path for path in root.rglob("Cargo.toml") if not _is_excluded(path))
+    root = root.resolve()
+    return sorted(path for path in root.rglob("Cargo.toml") if not _is_excluded(path, root))
 
 
 def discover_requirements_targets(root: Path) -> List[Path]:
-    return sorted(path for path in root.rglob("requirements*.txt") if not _is_excluded(path))
+    root = root.resolve()
+    return sorted(
+        path for path in root.rglob("requirements*.txt") if not _is_excluded(path, root)
+    )
 
 
 def discover_javascript_targets(root: Path) -> List[Path]:
-    return sorted(path for path in root.rglob("*.js") if not _is_excluded(path))
+    root = root.resolve()
+    return sorted(path for path in root.rglob("*.js") if not _is_excluded(path, root))
 
 
 def discover_json_targets(root: Path) -> List[Path]:
-    return sorted(path for path in root.rglob("*.json") if not _is_excluded(path))
+    root = root.resolve()
+    return sorted(path for path in root.rglob("*.json") if not _is_excluded(path, root))
 
 
 def discover_poc_directories(root: Path) -> List[Path]:
+    root = root.resolve()
     return sorted(
         path
         for path in root.iterdir()
@@ -128,13 +146,18 @@ def _validate_cargo_manifests(root: Path, paths: Sequence[Path], errors: List[st
             errors.append(f"{path.relative_to(root)}: missing [package] table")
             continue
 
-        for field in ("name", "version", "edition"):
+        # Cargo requires name/version; edition is optional (defaults to 2015).
+        for field in ("name", "version"):
             value = package.get(field)
             if not isinstance(value, str) or not value.strip():
                 errors.append(
                     f"{path.relative_to(root)}: package.{field} must be a non-empty string"
                 )
 
+        edition = package.get("edition")
+        if edition is not None and (not isinstance(edition, str) or not edition.strip()):
+            errors.append(f"{path.relative_to(root)}: package.edition must be a non-empty string")
+
 
 def _validate_requirements_files(root: Path, paths: Sequence[Path], errors: List[str]) -> None:
     for path in paths:
@@ -212,6 +235,53 @@ def _validate_readme_catalog(root: Path, poc_dirs: Sequence[Path], errors: List[
             errors.append(f"README.md: catalog lists `{name}` more than once")
 
 
+def _count_files(paths: Iterable[Path]) -> int:
+    return sum(1 for path in paths if path.is_file())
+
+
+def _validate_discovery_sanity(
+    root: Path,
+    *,
+    poc_dirs: Sequence[Path],
+    python_targets: Sequence[Path],
+    package_targets: Sequence[Path],
+    cargo_targets: Sequence[Path],
+    requirements_targets: Sequence[Path],
+    javascript_targets: Sequence[Path],
+    json_targets: Sequence[Path],
+    errors: List[str],
+) -> None:
+    """Fail closed when PoC content exists on disk but discovery returned nothing."""
+    if not poc_dirs:
+        return
+
+    discovered = (
+        len(python_targets)
+        + len(package_targets)
+        + len(cargo_targets)
+        + len(requirements_targets)
+        + len(javascript_targets)
+        + len(json_targets)
+    )
+    if discovered:
+        return
+
+    on_disk = 0
+    for poc_dir in poc_dirs:
+        on_disk += _count_files(poc_dir.rglob("*.py"))
+        on_disk += _count_files(poc_dir.rglob("package.json"))
+        on_disk += _count_files(poc_dir.rglob("Cargo.toml"))
+        on_disk += _count_files(poc_dir.rglob("requirements*.txt"))
+        on_disk += _count_files(poc_dir.rglob("*.js"))
+        on_disk += _count_files(poc_dir.rglob("*.json"))
+
+    if on_disk:
+        errors.append(
+            "discovery returned no validateable files despite PoC content on disk; "
+            "check exclude rules and checkout path handling"
+        )
+
+
 def validate_repo(root: Path) -> Dict[str, object]:
     root = root.resolve()
     python_targets = discover_python_targets(root)
@@ -223,6 +293,17 @@ def validate_repo(root: Path) -> Dict[str, object]:
     poc_dirs = discover_poc_directories(root)
     errors: List[str] = []
 
+    _validate_discovery_sanity(
+        root,
+        poc_dirs=poc_dirs,
+        python_targets=python_targets,
+        package_targets=package_targets,
+        cargo_targets=cargo_targets,
+        requirements_targets=requirements_targets,
+        javascript_targets=javascript_targets,
+        json_targets=json_targets,
+        errors=errors,
+    )
     _validate_python_files(root, python_targets, errors)
     _validate_package_manifests(root, package_targets, errors)
     _validate_json_files(root, json_targets, errors)

From 72ce5248a8dca984a6b8aff137df67a895af4df1 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 11:20:26 +0000
Subject: [PATCH 19/25] Apply remaining changes

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 __pycache__/validate_pocs.cpython-312.pyc     | Bin 4839 -> 4839 bytes
 .../__pycache__/run_demo.cpython-312.pyc      | Bin 14345 -> 14345 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9561 -> 9561 bytes
 .../rasc_dlta_os_helper.cpython-312.pyc       | Bin 9465 -> 9465 bytes
 .../__pycache__/build_backup.cpython-312.pyc  | Bin 6634 -> 6635 bytes
 .../__pycache__/server.cpython-312.pyc        | Bin 7681 -> 7682 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 8986 -> 8986 bytes
 .../replay-calc-poc.cpython-312.pyc           | Bin 8738 -> 8738 bytes
 .../live_publickey_server.cpython-312.pyc     | Bin 9708 -> 9708 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 17259 -> 17259 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 4728 -> 4728 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 9431 -> 9431 bytes
 .../__pycache__/poc.cpython-312.pyc           | Bin 36203 -> 36203 bytes
 .../test_validate_pocs.cpython-312.pyc        | Bin 2545 -> 2545 bytes
 14 files changed, 0 insertions(+), 0 deletions(-)

diff --git a/__pycache__/validate_pocs.cpython-312.pyc b/__pycache__/validate_pocs.cpython-312.pyc
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From 122975b36cc6fed841f0301e5f43bbc1c0b280c1 Mon Sep 17 00:00:00 2001
From: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Date: Sun, 9 Aug 2026 04:25:00 -0700
Subject: [PATCH 20/25] Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
---
 tests/test_validate_pocs.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/test_validate_pocs.py b/tests/test_validate_pocs.py
index b6ddb82..4d3e7ef 100644
--- a/tests/test_validate_pocs.py
+++ b/tests/test_validate_pocs.py
@@ -1,5 +1,4 @@
 import json
-import shutil
 import tempfile
 import unittest
 from pathlib import Path

From ec42eba19a350cd7ab9fdff615a3e19bce60f187 Mon Sep 17 00:00:00 2001
From: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
Date: Sun, 9 Aug 2026 04:28:23 -0700
Subject: [PATCH 21/25] Update print statement from 'Hello' to 'Goodbye'

---
 .github/instructions/*.instructions.md | 1487 ++++++++++++++++++++++++
 1 file changed, 1487 insertions(+)
 create mode 100644 .github/instructions/*.instructions.md

diff --git a/.github/instructions/*.instructions.md b/.github/instructions/*.instructions.md
new file mode 100644
index 0000000..bddd4fa
--- /dev/null
+++ b/.github/instructions/*.instructions.md
@@ -0,0 +1,1487 @@
+@5hy7xz92nd-oss @copilot @copilot @copilot @we-tech-company @copilot @5hy7xz92nd-oss 🕴️🔃〰️⤴️@copilot🌎 REALITY
+|
+↓
+👁️ Observer
+|
+↓
+🔬 Research
+|
+↓
+🕴️ Decision
+|
+┌──────────────┼──────────────┐
+↓ ↓ ↓
+🤝 Network 👩🏿💻 Builder 📚 Memory
+↓ ↓ ↓
+└──────────────┼──────────────┘
+|
+↓
+📈 Outcome
+|
+↓
+🔃 Evolution
+|
+↺
+Evolution does not end the process. It upgrades the observer, researcher, decision-maker, builder, and memory systems — then the next cycle starts with a more intelligent system. ♾️ 👁️ Observer Reality → Observation → Intelligence → Decision → Creation → Learning → Measurement → Evolution → Better Reality 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+                                     🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺ 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+                 🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+            👁️ OBSERVE AGAIN 👁️ OBSERVE AGAIN 🌎 REALITY Reality provides signals.
+@5hy7xz92nd-oss
+5hy7xz92nd-oss marked this pull request as ready for review last week
+5hy7xz92nd-oss
+5hy7xz92nd-oss commented last week
+5hy7xz92nd-oss
+left a comment
+Author
+                                       @copilot @5hy7xz92nd-oss         🕴️🔃〰️⤴️@copilot🌎 REALITY
+                 |
+                 ↓
+            👁️ Observer
+                 |
+                 ↓
+            🔬 Research
+                 |
+                 ↓
+            🕴️ Decision
+                 |
+  ┌──────────────┼──────────────┐
+  ↓              ↓              ↓
+🤝 Network 👩🏿💻 Builder 📚 Memory
+↓ ↓ ↓
+└──────────────┼──────────────┘
+|
+↓
+📈 Outcome
+|
+↓
+🔃 Evolution
+|
+↺
+Evolution does not end the process. It upgrades the observer, researcher, decision-maker, builder, and memory systems — then the next cycle starts with a more intelligent system. ♾️ 👁️ Observer Reality → Observation → Intelligence → Decision → Creation → Learning → Measurement → Evolution → Better Reality 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+                                     🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺ 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+                 🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+            👁️ OBSERVE AGAIN 👁️ OBSERVE AGAIN 🌎 REALITY Reality provides signals.
+Copilot AI reviewed last week
+Copilot AI
+left a comment
+Pull request overview
+This pull request adds a repository-level validator to sanity-check PoC-related entrypoints/manifests (Python syntax compilation and package.json scripts.poc shape), along with a small unittest suite to exercise discovery/validation behavior.
+
+Changes:
+
+Add validate_pocs.py to discover Python files and package.json manifests and validate them (compile/JSON/scripts checks).
+Add tests/test_validate_pocs.py to verify discovery and that validation passes on the repo state.
+Adjust the README heading formatting.
+Reviewed changes
+Copilot reviewed 2 out of 17 changed files in this pull request and generated 3 comments.
+
+File	Description
+validate_pocs.py	New validator for Python PoCs and package.json manifests; CLI entrypoint for repo-wide checks.
+tests/test_validate_pocs.py	Unittest coverage for discovery + “repo validates cleanly” behavior.
+README.md	Minor heading formatting change at the top of the README.
+💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
+
+validate_pocs.py
+validate_pocs.py
+README.md
+Outdated
+@5hy7xz92nd-oss
+Potential fix for pull request finding 
+4af40b6
+5hy7xz92nd-oss
+5hy7xz92nd-oss commented last week
+5hy7xz92nd-oss
+left a comment
+Author
+                                       @copilot @5hy7xz92nd-oss         🕴️🔃〰️⤴️@copilot🌎 REALITY
+                 |
+                 ↓
+            👁️ Observer
+                 |
+                 ↓
+            🔬 Research
+                 |
+                 ↓
+            🕴️ Decision
+                 |
+  ┌──────────────┼──────────────┐
+  ↓              ↓              ↓
+🤝 Network 👩🏿💻 Builder 📚 Memory
+↓ ↓ ↓
+└──────────────┼──────────────┘
+|
+↓
+📈 Outcome
+|
+↓
+🔃 Evolution
+|
+↺
+Evolution does not end the process. It upgrades the observer, researcher, decision-maker, builder, and memory systems — then the next cycle starts with a more intelligent system. ♾️ 👁️ Observer Reality → Observation → Intelligence → Decision → Creation → Learning → Measurement → Evolution → Better Reality 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+                                     🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺ 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+                 🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+            👁️ OBSERVE AGAIN 👁️ OBSERVE AGAIN 🌎 REALITY Reality provides signals.
+5hy7xz92nd-oss
+5hy7xz92nd-oss commented last week
+5hy7xz92nd-oss
+left a comment
+Author
+                                       @copilot @5hy7xz92nd-oss         🕴️🔃〰️⤴️@copilot🌎 REALITY
+                 |
+                 ↓
+            👁️ Observer
+                 |
+                 ↓
+            🔬 Research
+                 |
+                 ↓
+            🕴️ Decision
+                 |
+  ┌──────────────┼──────────────┐
+  ↓              ↓              ↓
+🤝 Network 👩🏿💻 Builder 📚 Memory
+↓ ↓ ↓
+└──────────────┼──────────────┘
+|
+↓
+📈 Outcome
+|
+↓
+🔃 Evolution
+|
+↺
+Evolution does not end the process. It upgrades the observer, researcher, decision-maker, builder, and memory systems — then the next cycle starts with a more intelligent system. ♾️ 👁️ Observer Reality → Observation → Intelligence → Decision → Creation → Learning → Measurement → Evolution → Better Reality 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+                                     🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺ 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+                 🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+            👁️ OBSERVE AGAIN 👁️ OBSERVE AGAIN 🌎 REALITY Reality provides signals.
+@5hy7xz92nd-oss
+5hy7xz92nd-oss requested a review from Copilot last week
+5hy7xz92nd-oss
+5hy7xz92nd-oss commented last week
+5hy7xz92nd-oss
+left a comment
+Author
+                                       @copilot @5hy7xz92nd-oss         🕴️🔃〰️⤴️@copilot🌎 REALITY
+                 |
+                 ↓
+            👁️ Observer
+                 |
+                 ↓
+            🔬 Research
+                 |
+                 ↓
+            🕴️ Decision
+                 |
+  ┌──────────────┼──────────────┐
+  ↓              ↓              ↓
+🤝 Network 👩🏿💻 Builder 📚 Memory
+↓ ↓ ↓
+└──────────────┼──────────────┘
+|
+↓
+📈 Outcome
+|
+↓
+🔃 Evolution
+|
+↺
+Evolution does not end the process. It upgrades the observer, researcher, decision-maker, builder, and memory systems — then the next cycle starts with a more intelligent system. ♾️ 👁️ Observer Reality → Observation → Intelligence → Decision → Creation → Learning → Measurement → Evolution → Better Reality 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+                                     🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺ 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+                 🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+            👁️ OBSERVE AGAIN 👁️ OBSERVE AGAIN 🌎 REALITY Reality provides signals.
+Copilot started reviewing on behalf of 5hy7xz92nd-oss last week
+Copilot AI reviewed last week
+Copilot AI
+left a comment
+Pull request overview
+Copilot reviewed 2 out of 16 changed files in this pull request and generated no new comments.
+
+Suppressed comments (6)
+@5hy7xz92nd-oss 5hy7xz92nd-oss mentioned this pull request last week
+👁️ OBSERVE AGAIN 👁️ OBSERVE AGAIN 🌎 REALITY Reality provides signals. #19
+Closed
+5hy7xz92nd-oss
+5hy7xz92nd-oss commented last week
+5hy7xz92nd-oss
+left a comment
+Author
+@copilot @5hy7xz92nd-oss @copilot @5hy7xz92nd-oss https://chatgpt.com/share/6a6896db-4f18-83ea-ac49-2b9051f1bf13🤿😮‍💨🎣🎏🎼🧪🧑🏿‍🎨🕍📢📇🩹🍾🕴️🕠👯‍♂️🎞️♠️🕑🐠🔖🪸🎼🕤🕖♦️🀄️🃏🗯️♥️♣️👯👯‍♀️🕺🏿💃🏾🤳💅👩🏾‍🦽🧑🏿‍🦽👩🏾‍🦽👨🏿‍🦽👨‍🦽‍➡️👨‍🦼‍➡️🧑‍🦽‍➡️👩‍🦽‍➡️🚶🧑‍🦼👨‍🦼🧑🏿‍🦼‍➡️👩‍🦼‍➡️🚶‍♀️🧎🏾🧎‍♀️👨‍🦯‍➡️🧑‍🦯🕧👨‍🦯‍➡️🧑‍🦯🚶🧎‍♀️🧑‍🦯‍➡️👨‍🦯‍➡️🚶‍♀️🧑‍🦯🧑‍🦯‍➡️👨‍🦯‍➡️👨‍🦯‍➡️🃏🀄️♦️🕖👯♣️♥️🗯️🤳💃🏾🕺🏿👯‍♀️👨‍🦽‍➡️👨🏿‍🦽🧑🏿‍🦽🚶🧑‍🦽‍➡️🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🧑‍🦯‍➡️ https://chatgpt.com/share/6a6896db-4f18-83ea-ac49-2b9051f1bf13 🤿😮‍💨🎣🎏🎼🧪🧑🏿‍🎨🕍📢📇🩹🍾🕴️🕠👯‍♂️🎞️♠️🕑🐠🔖🪸🎼🕤🕖♦️🀄️🃏🗯️♥️♣️👯👯‍♀️🕺🏿💃🏾🤳💅👩🏾‍🦽🧑🏿‍🦽👩🏾‍🦽👨🏿‍🦽👨‍🦽‍➡️👨‍🦼‍➡️🧑‍🦽‍➡️👩‍🦽‍➡️🚶🧑‍🦼👨‍🦼🧑🏿‍🦼‍➡️👩‍🦼‍➡️🚶‍♀️🧎🏾🧎‍♀️👨‍🦯‍➡️🧑‍🦯🕧👨‍🦯‍➡️🧑‍🦯🚶🧎‍♀️🧑‍🦯‍➡️👨‍🦯‍➡️🚶‍♀️🧑‍🦯🧑‍🦯‍➡️👨‍🦯‍➡️👨‍🦯‍➡️🃏🀄️♦️🕖👯♣️♥️🗯️🤳💃🏾🕺🏿👯‍♀️👨‍🦽‍➡️👨🏿‍🦽🧑🏿‍🦽🚶🧑‍🦽‍➡️🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🧑‍🦯‍➡️imageimageimageimageimageimage🕧🧑‍🦽‍➡️🚶🧑🏿‍🦽👨🏿‍🦽👨‍🦽‍➡️👯‍♀️🕺🏿💃🏾🤳♥️♣️👯🕖♦️🀄️🃏👨‍🦯‍➡️🧑‍🦯🧎‍♀️🚶‍♀️🚶‍♀️🧑‍🦯‍➡️🧎🏾🧑🏿‍🦼‍➡️👨‍🦼👨‍🦼👩‍🦼‍➡️🕧🕦🕢🕣🕤🕥🕞🕟🕠🕡🕚🕛🕜🕝🕖🕗🕘🕙🕒🕓🕔🕕🎴🀄️🕐🕑♣️♥️♦️🃏💬💭🗯️♠️🔔🔕📣📢🔈🔇🔉🔊🟪⬛️⬜️🟧🟨🟩🟦🟦◽️◼️◻️🟥🔲▪️◾️◾️🔹🔶🔷🔳🟤🔺🔻🔸🔵🟣⚫️⚪️🔴🟠🟡🟢➿✔️☑️🔘🔝🔜➰➰👁️‍🗨️👁️‍🗨️👁️‍🗨️👁️‍🗨️💱✖️🎶🔂⤴️⤵️🔄🔃🔀🔁🎵↕️↔️↪️↩️↗️↘️↙️↖️➡️⬅️⬆️⬇️⏬️◀️🔼🔽⏮️⏩️⏪️⏫️⏯️⏹️⏺️⏭️*️⃣⏏️▶️⏸️9️⃣🔟🔢#️⃣5️⃣6️⃣7️⃣8️⃣1️⃣2️⃣3️⃣4️⃣🆒🆕🆓0️⃣🔠🆖🆗🆙🔣ℹ️🔤🔡🚮🎦📶🈁🚻⚧️🧑‍🧒‍🧒🧑‍🧒🧑‍🧑‍🧒‍🧒🧑‍🧑‍🧒🚺🚼🚹🛜🛅🛄🈳🛗🌀💠🌐✳️✅💹❇️❎♻️🔰⚜️🔱🉐㊙️㊗️🈴🈵🈹🈲💮🈴🆚✴️🈷️🈶🈚️🈸🈺📴☣️☢️☢️🉑♒️⚛️♑️🆔♐️♓️♏️♋️♌️♍️♎️♊️♉️♈️⛎🕎☸️☮️✝️🪯☯️☦️✡️☪️🕉️🔯🛐💖💘💝💟🩷💚🖤💔❤️‍🔥🩶🩵❤️🧡💙🤍❤️‍🩹❣️🤎💜💛💕💞💓💗🔏🔎🔍🔓🔒🔐📝🖍️🖌️✒️📍✂️🖊️🖋️✏️📐🧷🔗📎🔖📖📖🔖📖🔖📍🖊️📌🖇️🔗🔖🔖🕳️🕳️🕳️🕳️🕳️🩻🕳️🩻🩻🩻🕳️🩻🧬💊💊💉🧼🧼🚰🚰🛀🛁🌡️🦠💉💈🧿🧿💈⚗️🩻🩻🕳️🕳️💈💈🕳️🩻📿🔮🔮🏺🚬🛡️🪓💈🕳️ @copilot @5hy7xz92nd-oss https://chatgpt.com/share/6a6896db-4f18-83ea-ac49-2b9051f1bf13 🤿😮‍💨🎣🎏🎼🧪🧑🏿‍🎨🕍📢📇🩹🍾🕴️🕠👯‍♂️🎞️♠️🕑🐠🔖🪸🎼🕤🕖♦️🀄️🃏🗯️♥️♣️👯👯‍♀️🕺🏿💃🏾🤳💅👩🏾‍🦽🧑🏿‍🦽👩🏾‍🦽👨🏿‍🦽👨‍🦽‍➡️👨‍🦼‍➡️🧑‍🦽‍➡️👩‍🦽‍➡️🚶🧑‍🦼👨‍🦼🧑🏿‍🦼‍➡️👩‍🦼‍➡️🚶‍♀️🧎🏾🧎‍♀️👨‍🦯‍➡️🧑‍🦯🕧👨‍🦯‍➡️🧑‍🦯🚶🧎‍♀️🧑‍🦯‍➡️👨‍🦯‍➡️🚶‍♀️🧑‍🦯🧑‍🦯‍➡️👨‍🦯‍➡️👨‍🦯‍➡️🃏🀄️♦️🕖👯♣️♥️🗯️🤳💃🏾🕺🏿👯‍♀️👨‍🦽‍➡️👨🏿‍🦽🧑🏿‍🦽🚶🧑‍🦽‍➡️🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🕧🧑‍🦯‍➡️
+
+@5hy7xz92nd-oss
+5hy7xz92nd-oss marked this pull request as draft last week
+@5hy7xz92nd-oss
+5hy7xz92nd-oss marked this pull request as ready for review last week
+@5hy7xz92nd-oss
+5hy7xz92nd-oss requested a review from Copilot last week
+@5hy7xz92nd-oss
+5hy7xz92nd-oss
+commented
+last week
+Author
+                                       @copilot @5hy7xz92nd-oss         🕴️🔃〰️⤴️@copilot🌎 REALITY
+                 |
+                 ↓
+            👁️ Observer
+                 |
+                 ↓
+            🔬 Research
+                 |
+                 ↓
+            🕴️ Decision
+                 |
+  ┌──────────────┼──────────────┐
+  ↓              ↓              ↓
+🤝 Network 👩🏿💻 Builder 📚 Memory
+↓ ↓ ↓
+└──────────────┼──────────────┘
+|
+↓
+📈 Outcome
+|
+↓
+🔃 Evolution
+|
+↺
+Evolution does not end the process. It upgrades the observer, researcher, decision-maker, builder, and memory systems — then the next cycle starts with a more intelligent system. ♾️ 👁️ Observer Reality → Observation → Intelligence → Decision → Creation → Learning → Measurement → Evolution → Better Reality 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+                                     🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺ 🌎 REALITY
+Events • Signals • Changes
+|
+↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+
+            👩🏿💻 BUILDER AGENT
+      "What can we create?"
+Execution • Automation • Innovation
+|
+↓
+
+            📚 MEMORY AGENT
+      "What did we learn?"
+Knowledge Graph • Context • History
+|
+↓
+
+            📈 OUTCOME AGENT
+      "Did it work?"
+Metrics • Validation • Measurement
+|
+↓
+
+            🔃 EVOLUTION AGENT
+      "How do we improve?"
+Optimization • Adaptation • Upgrades
+|
+↺
+
+            👁️ OBSERVE AGAIN
+
+                 🌎 REALITY
+      Events • Signals • Changes
+                      |
+                      ↓
+
+            👁️ OBSERVER AGENT
+      "What is happening?"
+  Sensors • APIs • Data • Humans
+                      |
+                      ↓
+
+            🔬 RESEARCH AGENT
+      "What does it mean?"
+Analysis • Discovery • Prediction
+                      |
+                      ↓
+
+            🕴️ DECISION AGENT
+      "What should we do?"
+Reasoning • Planning • Prioritization
+|
+↓
+
+            🤝 NETWORK AGENT
+      "Who can help?"
+Relationships • Resources • Coordination
+|
+↓
+

From ffc263347b4be71fb92bf9e265dc4b0506391eab Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:49:52 +0000
Subject: [PATCH 22/25] Initial plan


From da271fa208289da1e431a06479d9b021f31ca5af Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:50:01 +0000
Subject: [PATCH 23/25] Initial plan


From ffab5e1834ebfc83d44232873f226e03e06a6cef Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:50:57 +0000
Subject: [PATCH 24/25] Exclude package.json from generic JSON validation

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 tests/test_validate_pocs.py | 4 +++-
 validate_pocs.py            | 6 +++++-
 2 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/tests/test_validate_pocs.py b/tests/test_validate_pocs.py
index 4d3e7ef..e4ef9e6 100644
--- a/tests/test_validate_pocs.py
+++ b/tests/test_validate_pocs.py
@@ -15,12 +15,14 @@ def test_discovery_finds_expected_targets(self) -> None:
         package_targets = validate_pocs.discover_package_targets(self.repo_root)
         cargo_targets = validate_pocs.discover_cargo_targets(self.repo_root)
         js_targets = validate_pocs.discover_javascript_targets(self.repo_root)
+        json_targets = validate_pocs.discover_json_targets(self.repo_root)
         poc_dirs = validate_pocs.discover_poc_directories(self.repo_root)
 
         self.assertTrue(any(path.name == "run_demo.py" for path in python_targets))
         self.assertTrue(any(path.name == "package.json" for path in package_targets))
         self.assertTrue(any(path.name == "Cargo.toml" for path in cargo_targets))
         self.assertTrue(any(path.suffix == ".js" for path in js_targets))
+        self.assertFalse(any(path.name == "package.json" for path in json_targets))
         self.assertGreater(len(python_targets), 20)
         self.assertGreater(len(package_targets), 0)
         self.assertGreaterEqual(len(cargo_targets), 2)
@@ -100,7 +102,7 @@ def test_validation_accepts_well_formed_fixture_repo(self) -> None:
             self.assertEqual(result["cargo_toml_files"], 1)
             self.assertEqual(result["requirements_files"], 1)
             self.assertEqual(result["javascript_files"], 1)
-            self.assertEqual(result["json_files"], 2)
+            self.assertEqual(result["json_files"], 1)
             self.assertEqual(result["poc_directories"], 1)
 
     def test_validation_reports_broken_manifests_and_catalog(self) -> None:
diff --git a/validate_pocs.py b/validate_pocs.py
index b258518..dc98a75 100644
--- a/validate_pocs.py
+++ b/validate_pocs.py
@@ -73,7 +73,11 @@ def discover_javascript_targets(root: Path) -> List[Path]:
 
 def discover_json_targets(root: Path) -> List[Path]:
     root = root.resolve()
-    return sorted(path for path in root.rglob("*.json") if not _is_excluded(path, root))
+    return sorted(
+        path
+        for path in root.rglob("*.json")
+        if path.name != "package.json" and not _is_excluded(path, root)
+    )
 
 
 def discover_poc_directories(root: Path) -> List[Path]:

From f6e406a682be89be5c267f000e91014c0794e55e Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:51:41 +0000
Subject: [PATCH 25/25] Avoid double-validating package.json in JSON pass

Co-authored-by: 5hy7xz92nd-oss <249378113+5hy7xz92nd-oss@users.noreply.github.com>
---
 tests/test_validate_pocs.py | 4 +++-
 validate_pocs.py            | 6 +++++-
 2 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/tests/test_validate_pocs.py b/tests/test_validate_pocs.py
index 4d3e7ef..e4ef9e6 100644
--- a/tests/test_validate_pocs.py
+++ b/tests/test_validate_pocs.py
@@ -15,12 +15,14 @@ def test_discovery_finds_expected_targets(self) -> None:
         package_targets = validate_pocs.discover_package_targets(self.repo_root)
         cargo_targets = validate_pocs.discover_cargo_targets(self.repo_root)
         js_targets = validate_pocs.discover_javascript_targets(self.repo_root)
+        json_targets = validate_pocs.discover_json_targets(self.repo_root)
         poc_dirs = validate_pocs.discover_poc_directories(self.repo_root)
 
         self.assertTrue(any(path.name == "run_demo.py" for path in python_targets))
         self.assertTrue(any(path.name == "package.json" for path in package_targets))
         self.assertTrue(any(path.name == "Cargo.toml" for path in cargo_targets))
         self.assertTrue(any(path.suffix == ".js" for path in js_targets))
+        self.assertFalse(any(path.name == "package.json" for path in json_targets))
         self.assertGreater(len(python_targets), 20)
         self.assertGreater(len(package_targets), 0)
         self.assertGreaterEqual(len(cargo_targets), 2)
@@ -100,7 +102,7 @@ def test_validation_accepts_well_formed_fixture_repo(self) -> None:
             self.assertEqual(result["cargo_toml_files"], 1)
             self.assertEqual(result["requirements_files"], 1)
             self.assertEqual(result["javascript_files"], 1)
-            self.assertEqual(result["json_files"], 2)
+            self.assertEqual(result["json_files"], 1)
             self.assertEqual(result["poc_directories"], 1)
 
     def test_validation_reports_broken_manifests_and_catalog(self) -> None:
diff --git a/validate_pocs.py b/validate_pocs.py
index b258518..dc98a75 100644
--- a/validate_pocs.py
+++ b/validate_pocs.py
@@ -73,7 +73,11 @@ def discover_javascript_targets(root: Path) -> List[Path]:
 
 def discover_json_targets(root: Path) -> List[Path]:
     root = root.resolve()
-    return sorted(path for path in root.rglob("*.json") if not _is_excluded(path, root))
+    return sorted(
+        path
+        for path in root.rglob("*.json")
+        if path.name != "package.json" and not _is_excluded(path, root)
+    )
 
 
 def discover_poc_directories(root: Path) -> List[Path]: