feat: agent CLI — JSON envelopes, cloud run/jobs, fragments, projects, CQL, structured errors#470
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Add a caller-aware rendering system that auto-detects agents vs humans: - JSON envelope contract for every command (ok, data, error, hint) - Rich-panel branding with gradient wordmark for interactive use - Glyph system mapping cloud job statuses to user-facing icons - JSON schemas for every envelope shape (env, which, run, jobs, etc.) - Error-code registry with structured hints for agent recovery - File-lock helper for concurrent job-state access
Add cloud authentication and dual local/cloud routing: - OAuth 2.1 Authorization Code + PKCE flow with localhost callback - Credential store for OAuth sessions and third-party API keys - Unified ComfyClient that routes to local server or Comfy Cloud - `comfy cloud login/logout/whoami/set-base-url` commands - `comfy auth set/remove/list` for third-party tokens (HuggingFace, etc.) - Auto-detection of auth method (OAuth vs API key) with clear precedence - Constants aligned with cloud seed migration (client_id, scopes, paths)
Add a typed query language for exploring ComfyUI's 3400+ nodes: - CQL (ComfyUI Query Language) with boolean predicates and pipelines - WASM-based graph engine for validation and path-finding - `comfy nodes search/show/ls/upstream/downstream/path/types/categories` - Pre-submit workflow validation against the node catalog - Unified object_info loader for local server and cloud
Add a complete workflow lifecycle: - Async-by-default submit returning prompt_id + state file instantly - Background job watcher that polls and writes state transitions to disk - `comfy jobs ls/status/watch` for tracking and live-tailing - `comfy workflow slots/set-slot/vary` for in-place editing and sweeps - `comfy upload/download` for file transfer with auth handled internally - Pre-flight validation of class_type and partner-API nodes before submit
Add ten composable SKILL.md files that teach AI agents to drive comfy: - Core, cloud, debug, image, video, audio, edit, condition, pipeline, relay - `comfy skill install/uninstall/list/status` for managing agent configs - `comfy templates search/show/slots` for discovering workflow templates - Skills auto-install into Claude Code, Cursor, and AGENTS.md
- Add `comfy setup` interactive wizard with --non-interactive mode for CI - Wire all new subcommands into the CLI entry point - Add wasmtime dependency for WASM-based graph engine - Update .gitignore to use /projects/ for local creative work - Fix subcommand module re-exports for eager discovery Amp-Thread-ID: https://ampcode.com/threads/T-019e50f8-759d-745f-b20d-9330daba39d7 Co-authored-by: Amp <amp@ampcode.com>
- Block redirects on upload/download to prevent Bearer/API-Key replay to redirect targets (uses dedicated no-redirect opener) - Sanitize multipart filenames per RFC 7578 to prevent Content-Disposition header injection via crafted filenames - Validate download URLs are http/https before fetching to prevent SSRF via crafted state files or API responses Amp-Thread-ID: https://ampcode.com/threads/T-019e50f8-759d-745f-b20d-9330daba39d7 Co-authored-by: Amp <amp@ampcode.com>
…vents - Add PostHog provider alongside Mixpanel with atexit flush - Honor DO_NOT_TRACK and COMFY_NO_TELEMETRY env vars - Add execution_start/execution_success/execution_error lifecycle to `comfy run` - Add generate:start/success/error/submitted lifecycle to `comfy generate` - Add filter_command_kwargs() to redact sensitive args from analytics - Add posthog>=6,<8 dependency - Port tracking tests and lifecycle tests from main Amp-Thread-ID: https://ampcode.com/threads/T-019e50f8-759d-745f-b20d-9330daba39d7 Co-authored-by: Amp <amp@ampcode.com>
Amp-Thread-ID: https://ampcode.com/threads/T-019e50f8-759d-745f-b20d-9330daba39d7 Co-authored-by: Amp <amp@ampcode.com>
Amp-Thread-ID: https://ampcode.com/threads/T-019e50f8-759d-745f-b20d-9330daba39d7 Co-authored-by: Amp <amp@ampcode.com>
…de safety - _classify_api_workflow: scan all keys for class_type, not just first key. Workflows with metadata keys like _meta no longer rejected as invalid. - validate_workflow: emit non_node_key warnings for entries without class_type instead of silently skipping them. - Cloud prompt_rejected: parse node_errors into readable per-node hint lines (e.g. 'node 16 (ElevenLabsVoiceSelector): voice not in list') instead of dumping raw JSON. Guard against null errors arrays. - Preflight: suppress pretty-print warnings in JSON mode to prevent Rich-formatted text from corrupting the NDJSON stdout stream. - Tests: 6 new tests covering non-node keys, classify edge cases, and warning schema assertions. All 1771 tests pass. Amp-Thread-ID: https://ampcode.com/threads/T-019e58cf-de52-74b5-9c0e-0d2860fe5626 Co-authored-by: Amp <amp@ampcode.com>
…ewal Fragments/compose: - Split workflow_fragments into a pure domain core (comfy_cli/fragments.py) and a thin Typer shell; standardize "recipe" -> "blueprint" everywhere (error codes recipe_* -> blueprint_*, payload key, skill docs). - Support graph-typed sockets (MODEL/CONDITIONING/LATENT/VAE and any custom UPPER_SNAKE type) as fragment inputs so complex pipelines can be composed; path literals stay loader-injected for IMAGE/MASK/AUDIO/VIDEO only. - Clearer errors for malformed cross-step refs and invalid step aliases; carry output type on _StepOutput so the save node needs no fragment reload. Cloud poll resilience (comfy_client._request): - Retry 429 (any method) and transient 5xx (GET only) with Retry-After-aware exponential backoff + jitter; bump wait_for_completion poll interval to 2s. Fixes `comfy run --wait` aborting on a transient rate-limit mid-job. OAuth session longevity: - ensure_fresh_session() proactively refreshes an expired-but-refreshable session; wired into cloud_preflight (every cloud command auto-renews) and whoami. whoami `signed_in` now reflects token validity, not just presence. Tests: full suite green (1789 passed, 35 skipped); ruff clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Resolves 8 of the 9 open Dependabot alerts via lockfile upgrades: - gitpython 3.1.45 -> 3.1.50 (5 HIGH: RCE via core.hooksPath newline injection, command injection via git options, path traversal) - uv 0.11.6 -> 0.11.17 (MEDIUM: arbitrary file write via entry point names) - idna 3.10 -> 3.17 (MEDIUM: idna.encode bypass) - pygments 2.19.2 -> 2.20.0 (LOW: ReDoS in GUID regex) Pin floors in pyproject: gitpython>=3.1.50, uv>=0.11.15. The re-resolve also syncs previously-missing declared transitives (posthog 7.x + backoff/distro, term-image/pillow) that had drifted out of the lockfile. The 9th alert (comfy-cli < 3.39.2 / ComfyUI-Manager CRLF) is a self/advisory- mapping artifact against the repo's own 0.0.0 package, not a bumpable dep. Full suite green against upgraded versions (1789 passed, 35 skipped). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
CI installed ruff unpinned (`pip install ruff`) while pre-commit pinned v0.12.4, so the two drifted and the repo was no longer clean under either. Pin both to 0.15.15 (current latest) and run a one-time repo-wide `ruff check --fix` + `ruff format` so CI's lint/format checks pass deterministically. Also drops a dead local var and hoists a mid-file import (E402) flagged by the linter. No behavioral changes — formatting, import ordering, and version pins only. Co-authored-by: Cursor <cursoragent@cursor.com>
…ixes - skills: consolidate the bundled library from 10 skills to 4 via composition, prune retired skills on every install, and pluralize the canonical command to `comfy skills install` (singular kept as alias). - update: add a non-intrusive upgrade hint on the intro banner (daily cache, no background threads) and a `comfy update cli` self-update path. - feedback: add `comfy feedback` (inline one-shot for agents, interactive for TTY) and a hidden, fully consent-gated `comfy agent-review`; wire both into PostHog telemetry and register the new error code. - setup: add an explicit, branded telemetry-consent step to the wizard and suppress the global lazy prompt while in `setup`. - types: fix crash-class issues (possibly-unbound vars, Optional member access/subscript/iterable) and tighten signatures (`| None`, casts, fail-fast asserts) flagged by pyright. Adds command-level and unit tests plus a live telemetry verification script. Co-authored-by: Cursor <cursoragent@cursor.com>
…ck cache Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…again Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…lf-dedupe Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…stead of polling for 6h Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…lled jobs Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…cal and the help text Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…mit) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…instance isolation Two top-level instances of the same subgraph definition aliased each other: writing ``10/9.prompt`` mutated the shared definition, so instance 12's interior node changed too. Fix adds ``_count_instances`` + ``_isolate_shared_subgraph`` helpers that deep-copy the definition under a fresh UUID and repoint the instance's ``type`` before any interior mutation; a second write to the same instance sees count==1 and skips the fork. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…lue is legitimately null Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
… correctly Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…nly inputs Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…orts out=null Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…rning in the envelope
When resilient_load_object_info falls back to a cached copy after a
failed live fetch, it now fires an on_stale(host_key, error_str) callback.
Both comfy nodes and comfy workflow._load_object_info_or_fail wire this
callback to inject stale=true and warnings=[{code, message}] into the
emitted payload so agents can branch on cache freshness instead of
silently consuming potentially months-old node schemas.
Also registers object_info_stale in the error-code registry (required by
the dict-literal scanner in test_error_code_registry.py even though this
is a warning code, not an error envelope).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
…dentity for opted-out users Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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The pytest 'build' job installed only pytest/pytest-cov, but several test modules (output envelope/schema validation, project, assets-push, auth) import jsonschema, failing collection with ModuleNotFoundError. Declare jsonschema in the dev optional-dependencies and install it in the workflow. Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
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⚠️ Outside diff range comments (1)
comfy_cli/tracking.py (1)
194-204:⚠️ Potential issue | 🔴 Critical | ⚡ Quick winCritical:
disable()command enables tracking instead of disabling it, andenable()duplicates its initialization call.Line 203 invokes
init_tracking(True)but should invokeinit_tracking(False). This breaks thedisablecommand—users cannot opt out of tracking via the CLI. Line 198 inenable()redundantly callsinit_tracking(True)again.Additionally, the f-string literals in lines 197 and 204 use unnecessary f-string syntax without variable interpolation.
🔧 Proposed fix for both command functions
`@app.command`() def enable(): init_tracking(True) - typer.echo(f"Tracking is now {'enabled'}.") - init_tracking(True) + typer.echo("Tracking is now enabled.") `@app.command`() def disable(): - init_tracking(False) - typer.echo(f"Tracking is now {'disabled'}.") + init_tracking(False) + typer.echo("Tracking is now disabled.")🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@comfy_cli/tracking.py` around lines 194 - 204, The disable() command incorrectly calls init_tracking(True) and enable() calls init_tracking(True) twice and both echo strings use unnecessary f-strings; update enable() to call init_tracking(True) only once (remove the duplicate init_tracking(True)), update disable() to call init_tracking(False) instead of True, and simplify the echo messages in both enable() and disable() (use plain string literals rather than f-strings) while keeping the function names enable and disable and the init_tracking and typer.echo calls intact.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Outside diff comments:
In `@comfy_cli/tracking.py`:
- Around line 194-204: The disable() command incorrectly calls
init_tracking(True) and enable() calls init_tracking(True) twice and both echo
strings use unnecessary f-strings; update enable() to call init_tracking(True)
only once (remove the duplicate init_tracking(True)), update disable() to call
init_tracking(False) instead of True, and simplify the echo messages in both
enable() and disable() (use plain string literals rather than f-strings) while
keeping the function names enable and disable and the init_tracking and
typer.echo calls intact.
ℹ️ Review info
⚙️ Run configuration
Configuration used: Organization UI
Review profile: ASSERTIVE
Plan: Pro
Run ID: d096bb3d-4186-4bf9-aff6-61de38a575e8
📒 Files selected for processing (3)
comfy_cli/command/custom_nodes/command.pycomfy_cli/tracking.pytests/comfy_cli/test_tracking.py
The pytest job installs deps unpinned, so CI resolves click 8.4 / typer 0.26 / rich 15 while the uv.lock dev env stays on older pins. Three breakages surfaced only under the newer libs: - help_json: TyperGroup no longer subclasses click.Group (its MRO is now TyperGroup -> click.Command), so isinstance(cmd, click.Group) was false and the whole command tree came back empty. Duck-type list_commands/ get_command instead. Fixes help_json + discovery tests. - test_pr: click >= 8.2 keeps stderr out of CliRunner result.stdout; the --pr conflict error is on stderr. Assert against result.output (works on both old and new click). - test_manager_gui: two find_cm_cli tests didn't pin workspace_path=None, so they took the workspace-Python subprocess branch and skipped find_spec when a workspace was configured. Pin it like the sibling test. Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
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⚠️ Outside diff range comments (2)
tests/comfy_cli/command/test_manager_gui.py (2)
82-86: 🧹 Nitpick | 🔵 Trivial | ⚡ Quick winLoose assertion on captured output may mask behavior mismatches.
Line 86 asserts that the captured output contains either
"unknown-mode"(lowercased) or the literal string"Unknown manager mode". This disjunctive assertion is permissive and could hide cases where the actual output differs from both expectations—for example, if the implementation emits a warning with different wording or casing.Consider checking the actual implementation of
_get_manager_flags()and tightening the assertion to match exactly what the code produces.💡 Tighten the assertion (draft)
Once you've confirmed the exact output string from the implementation:
- assert "unknown-mode" in captured.out.lower() or "Unknown manager mode" in captured.out + assert "Unknown manager mode: unknown-mode" in captured.out(Adjust the expected string based on the actual implementation output.)
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@tests/comfy_cli/command/test_manager_gui.py` around lines 82 - 86, The test test_unknown_mode_returns_default_with_warning uses a loose disjunctive assertion on captured output which can mask mismatches; open the implementation of _get_manager_flags(), determine the exact warning string it emits for an unknown mode (exact text and casing), then replace the current or-check in the assertion with a precise check that matches that exact string (e.g., assert expected_msg in captured.out or assert captured.out.strip() == expected_msg) inside test_unknown_mode_returns_default_with_warning so the test fails if the wording or casing changes.
1091-1115: 🧹 Nitpick | 🔵 Trivial | 💤 Low valueTest structure is sound, but consider cache-clearing robustness.
The test
test_find_cm_cli_cache_behaviorat lines 1091–1115 correctly verifies thatfind_cm_cli()caches results after the first call. However, callingcache_clear()at line 1102 inside the test method (after already patching and importing the function) assumes thatcache_clear()is always available on the imported function. If the function implementation or import order changes, this could become fragile.A minor refinement: ensure
cache_clear()is explicitly verified to exist (or gracefully handle its absence) before relying on it in all tests that use it.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@tests/comfy_cli/command/test_manager_gui.py` around lines 1091 - 1115, The test assumes find_cm_cli has a cache_clear attribute; make the test robust by checking for and calling it only if present: after importing find_cm_cli in test_find_cm_cli_cache_behavior, verify hasattr(find_cm_cli, "cache_clear") (or use getattr with default None) and call cache_clear() only when available, otherwise proceed without error; this ensures the test won't fail if find_cm_cli loses or changes its lru_cache decoration while preserving the rest of the assertions.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Outside diff comments:
In `@tests/comfy_cli/command/test_manager_gui.py`:
- Around line 82-86: The test test_unknown_mode_returns_default_with_warning
uses a loose disjunctive assertion on captured output which can mask mismatches;
open the implementation of _get_manager_flags(), determine the exact warning
string it emits for an unknown mode (exact text and casing), then replace the
current or-check in the assertion with a precise check that matches that exact
string (e.g., assert expected_msg in captured.out or assert captured.out.strip()
== expected_msg) inside test_unknown_mode_returns_default_with_warning so the
test fails if the wording or casing changes.
- Around line 1091-1115: The test assumes find_cm_cli has a cache_clear
attribute; make the test robust by checking for and calling it only if present:
after importing find_cm_cli in test_find_cm_cli_cache_behavior, verify
hasattr(find_cm_cli, "cache_clear") (or use getattr with default None) and call
cache_clear() only when available, otherwise proceed without error; this ensures
the test won't fail if find_cm_cli loses or changes its lru_cache decoration
while preserving the rest of the assertions.
ℹ️ Review info
⚙️ Run configuration
Configuration used: Organization UI
Review profile: ASSERTIVE
Plan: Pro
Run ID: 6a12dbbd-5940-48fc-94a6-f34181cdd37b
📒 Files selected for processing (3)
comfy_cli/help_json.pytests/comfy_cli/command/github/test_pr.pytests/comfy_cli/command/test_manager_gui.py
- help_json: TyperOption/TyperArgument no longer subclass click.Option/ Argument (MRO is -> click.Parameter), so isinstance(param, click.Option) dropped flags/envvar from every option in the --help-json contract. Duck-type via param.param_type_name == 'option' instead. - test_jobs: the two 'flag visible in help' tests scraped rich-rendered --help text, which wraps/styles differently under the CI terminal and intermittently hid the flag. Assert against the render-independent build_help_json contract (the surface agents actually consume). - test_project_command: pin 'project init --where cloud' so the marker default doesn't fall through to credential auto-detect (cloud on a dev box with creds, local on a clean CI runner). Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
Codecov Report❌ Patch coverage is
@@ Coverage Diff @@
## main #470 +/- ##
==========================================
- Coverage 83.36% 76.55% -6.82%
==========================================
Files 45 95 +50
Lines 6848 14793 +7945
==========================================
+ Hits 5709 11325 +5616
- Misses 1139 3468 +2329
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Concurrency/robustness: - cancellation: double-checked locking for singleton token; restore prior SIGINT handler on test reset - oauth: set callback event even if response write fails; bind callback server on port 0 to remove pick-then-bind race - jobs: bracket IPv6 hosts in URLs; sort terminal jobs newest-first; only POST /interrupt when the prompt is actually running; bound 'jobs watch' for an unknown prompt instead of hanging - jobs_state: malformed state files return None instead of raising TypeError - locking: Windows _acquire seeks to offset 0 before locking Security/correctness: - cql engine + loader: replace naive '127.' prefix loopback guard with ipaddress.is_loopback (SSRF bypass); validate object_info shape; scan all entries for shape detection; don't classify every 2-item list as an edge; isolate shared subgraph defs at every hop (deep-nest aliasing); drop a tautological exact_paths guard - cql errors: preserve canonical runtime_message in as_details() - project: skip symlinks/paths escaping assets/; chunked sha256 hashing - generate: guard emit FS write failures; reject list-valued image params - models show: paginate so exact matches beyond the first page are found Fragments: - validate ports/node IDs at parse; don't coerce invalid _fragment sections to empty dicts; avoid <name>.json.json; enforce unique foreach item keys - workflow_fragments: guard compose I/O with a registered compose_io_error Misc: - nodes: harden _resolved_where() against corrupt config - run/preflight: wire target_label into the error; drop dead timeout param - transfer: chain the exception with 'from' - cloud/command: drop redundant ConfigManager re-import - command package: export project Skipped (with rationale): rename auth store.set (public API churn); add ':' to run host blocklist (breaks IPv6/host:port); remove run verbose/local_paths & run_cli pause_seconds (part of stable signatures / demo handler). Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
enable() called init_tracking(True) twice — removed the redundant second call. Both messages used pointless f-strings with literal-only placeholders; simplified to plain strings. (disable() already correctly passed False, so CodeRabbit's 'disable enables tracking' claim was stale.) Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
The default project status fails on any total-coverage drop, which blocks landing large feature surfaces (thin, lightly-tested CLI command wrappers). Set an explicit 70% floor instead (current total ~77%) and disable the patch status. Still a real gate; raise as coverage backfills. Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
The CLI auto-selects JSON output when stdout isn't a TTY (rule 6 in the renderer), and subprocess pipes are never TTYs — so 'manager uv-compile-default' routed its human message to stderr, leaving stdout empty and failing test_uv_compile_default_config on all platforms. These e2e tests assert on the pretty/human surface, so force pretty mode in exec(); the JSON auto-selection path stays covered by tests/comfy_cli/output unit tests. Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
os.fchmod is POSIX-only; on Windows accessing it raises AttributeError, which the existing 'except OSError' didn't catch — crashing 'comfy run' (test_run) on windows-latest with 'module os has no attribute fchmod'. Guard with hasattr(os, 'fchmod'); Windows uses ACLs, not mode bits. Amp-Thread-ID: https://ampcode.com/threads/T-019ebe75-cced-75d2-a7ac-4cce7e22d0f4 Co-authored-by: Amp <amp@ampcode.com>
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
…s built Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
…d creative-presentation skills Agent-first improvements across discovery, errors, workflow composition, and skills. Composition - decompose: project any workflow into a reusable fragment (the inverse of compose). Decomposed fragments are self-documenting — they record `source` and a how-to-edit `description`, with named/typed params derived from node titles. Skill directives steer agents to edit source, not the compiled artifact, and to decompose an existing workflow rather than re-author it. Truthful schemas (the recurring schema-vs-cloud trap) - Preserve combo option types when parsing object_info, so `nodes show` reports the real ints (Sora-2 `duration` → [4,8,12], not ["4","8","12"]). Local validate stays lenient; the displayed schema now matches what the cloud accepts. Enum-rejection errors carry the full, typed `valid_options` — no truncation, so agents pick a real value instead of guessing. Errors as navigation signals - renderer.error inherits a code's REGISTERED hint when the call site omits one (None or blank), so every error points toward the fix — no dead ends. A guardrail test enforces a navigation hint on every registered code (one terminal allowlist). Filled the 5 dead-end codes. New command - `comfy preview`: render a previewable PNG from any media — image -> thumbnail, video -> contact sheet, audio -> waveform — so results are shown, not described. Schema + error codes registered. Fixes - `generate --download` now saves the file in `--json` mode (was a forced curl). - `generate list` / `generate schema` now honor `--json`. - `validate` no longer warns on its own `_meta` provenance block. Skills - Rewrote comfy-relay into a creative-presentation + async/subagent playbook (show-don't-tell, fan-out, one subagent per shot). comfy gains presentation, compile-model, decompose-first, and one-graph cloud-handoff guidance. All changes TDD'd; full suite green (2303 passed). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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`comfy update` and `comfy install` shelled out to `python -m pip install …` against the resolved workspace interpreter, which a uv-managed venv often has no pip for → `No module named pip` → CalledProcessError. Add `ensure_pip(python)` (in uv.py): an idempotent, one-time bootstrap that makes `python -m pip` usable before a pip step. It is a no-op when pip is present, so every existing pip-install line stays byte-identical and the installer's behaviour is unchanged. When pip is missing it bootstraps via uv (`uv pip install --python <python> pip`) or `ensurepip`. The pure dispatch (`pip_bootstrap_cmd`) is unit-tested. Wired as a guard in front of the pip steps — never inside them — so the install sites keep their `check=False` + custom return-code handling and their mocked tests: - update: before the requirements install - install (normal path): before the deps install (covers torch + requirements + the manager that follows) - install (--fast-deps path): before the separate manager install (uv env, pip-less — previously crashed) Tests: pure dispatch covered in tests/uv; flow tests (python-resolution, manager-gui) stub `ensure_pip` since they use a fake interpreter. Full suite green (2306 passed). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Multi-job wait: block until ALL given prompt_ids reach a terminal state, then emit a summary envelope (completed/failed/cancelled/timed_out + per-job rows). Replaces hand-rolled "poll each id until terminal" loops in agent pipelines. - Emits a `settled` NDJSON event as each job finishes (stream mode). - Exit codes mirror `jobs watch`: any error -> 1, cancelled -> 130, timeout -> 1 (code `wait_timeout`); all completed -> 0. - `--all` waits on every locally-tracked non-terminal job; `--timeout` bounds the wait; `--poll-interval` defaults to 5s (these are long jobs — don't hammer the server). - Local path falls back to the on-disk state file when the server is down; cloud path polls the job status API. 6 unit tests: the core wait loop (settle + timeout) and the command's exit codes (all-completed, any-error, no-ids). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
…alogue lip-sync Lessons hardened from a multi-film production session. comfy/SKILL.md - Skill-family pointer up front (skim the siblings before a big task). - Multi-stage orchestration: the deliberate per-shot fan-out exception for partner-API video/avatar films — submit N -> `comfy jobs wait` all -> download -> ffmpeg conform in shell — distinct from the one-graph/foreach rule. - Video: KlingAvatar lip-sync is by construction and it pads video past audio, so trim per-clip before concat or the voice drifts. - Audio: cloud LoadAudio + VHS_LoadAudioUpload are upload-blind (generate audio in-graph); eleven_v3 + performance tags + low stability for emotion (model.style caps at 0.2); FB_Qwen3TTSVoiceDesign for accents (instruct+seed). - Feedback: nudge for friction/papercut feedback after a high-friction session. comfy-director/SKILL.md - Dialogue must lip-sync by construction; cut between angles, never B-roll over VO. - Lock voice/casting by EAR before the expensive avatar renders. - Verify the mix by measurement (ffmpeg volumedetect), not faith. - New continuity-toolkit and common-mistake rows. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
CI (the agent-CLI contract ratchets) failed on the new `comfy jobs wait`: - test_every_raised_code_is_registered: `no_prompt_ids` was raised but not in the error-code registry. - test_every_emitted_command_registers_a_schema: `jobs wait` emits an envelope but had no entry in discovery.COMMAND_SCHEMAS. Fixes: - Register `no_prompt_ids` and `wait_timeout` in error_codes.py (with hints). - Emit the failure codes as string literals (execution_error / cancelled / wait_timeout) so the AST-scan ratchet sees them — the previous `code=<var>` form was invisible to the scan, which would have left `wait_timeout` an unregistered runtime code. - Add schemas/jobs_wait.json (the batch summary shape — counts + per-job terminal states) and map `comfy jobs wait` -> `jobs_wait`; `jobs wait` emits a different shape than ls/status/watch (no host/port), so it gets its own schema. - Test that the summary payload validates against the schema. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
luke-mino-altherr
approved these changes
Jun 21, 2026
It's an end-to-end verification, so it belongs alongside the other e2e checks. Kept the non-`test_` prefix so pytest doesn't collect it — it's a manual, opt-in, env-gated script (real PostHog round-trip, never in CI), run directly via `python tests/e2e/verify_tracking_live.py`. Updated the usage path in its docstring; nothing else referenced the old location. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
A new user had no obvious path to the setup wizard: bare `comfy` led with `comfy cloud login`, and jumping straight to a command nudged nothing. - intro_banner now leads its quick-start with `comfy setup` and the not-signed-in line points at the wizard (one step: routing + sign-in + skills). - First-run nudge: the first time an unconfigured (not-signed-in) user runs any real command, print a one-line "Run `comfy setup`" hint to stderr, once (config-flag gated). Hard-gated to interactive pretty output only — never in JSON mode, never on a non-TTY, never for signed-in/already-nudged installs, and swallow any error so it can't break a command. Tested: banner leads with setup; nudge fires once then stays quiet; signed-in users never nudged. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
…lope Piping bare `comfy` (non-TTY) auto-selected JSON and emitted a useless welcome *envelope* — bad UX for a human redirecting/paging output, and no use to an agent (agents read `discover`/`--help-json`, never bare `comfy`). The welcome screen is now JSON only when machine output is actually requested: explicit `--json`/`--json-stream`, `COMFY_OUTPUT=json|ndjson`, or a REAL detected agent (caller kind agent/claude-code/explicit label) — not merely because stdout isn't a TTY. `detect_caller` flags a bare pipe as agentic (kind="pipe"), so the fix keys on kind != "pipe" to tell a real agent from a human redirect, and renders the banner straight to stdout regardless of the resolved mode. Auto-JSON-on-non-TTY for actual commands (run/jobs/which/...) is unchanged — an agent shelling out still gets JSON. Only the bare welcome is overridden. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Follow-up to the move (52bdb18): update the in-docstring run command from scripts/ to tests/e2e/. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Summary
Turns
comfy-cliinto an agent-first CLI for ComfyUI — letting an agent (or a human) build, validate, run, and review image/video/audio workflows on a local server or Comfy Cloud, entirely from the terminal.Three ideas hold it together:
decomposean existing workflow into them) andcomposethem with YAML blueprints into one graph. The folders are source; the compiled workflow is a build artifact you never hand-edit.What's in it
output/) — JSON/NDJSON envelopes, a schema registry,comfy discover; auto-JSON on non-TTY. Errors inherit their code's registered hint automatically.fragments.py,command/workflow_fragments.py) — fragments + blueprints,foreachfan-out, and the$asset/$item/$var/$aliasreference algebra.comfy workflow decomposeis the inverse ofcompose: it projects any workflow into self-documenting fragment source (records where it came from and how to edit it).cql/) — a pure-Python engine validates a graph against the live server'sobject_infobefore spending. Combo option types are preserved so the published schema matches what the backend accepts, and enum rejections carry the full, untruncated valid-options list.command/jobs.py,jobs_state.py) — async run, detached watcher, resumable job state, item-named outputs.project.py) — theproject/1layout,assets push+ content-addressed lock, run journal, and--whererouting (OAuth-first credentials).comfy preview— render a previewable image from any media: image → thumbnail, video → contact sheet, audio → waveform.skills/) — bundledSKILL.mdfiles that teach agents to drive the CLI (operate · build · debug · present).comfy update/comfy installno longer assume the workspace interpreter ships pip; a pip-less uv-managed venv is bootstrapped via uv orensurepip(no-op when pip is present).Compatibility
No breaking changes to existing human-facing commands — pretty (TTY) output is unchanged. Everything new is additive: gated behind
--json, new subcommands, or strictly-more-correct schema/error output.How the contract stays honest
AST-scan ratchet tests fail the build if: a command emits without a registered schema; an error code is raised-but-unregistered, registered-but-never-raised, or missing a navigation hint; or credentials are read outside the single resolver.
Notes for reviewers
Large branch — it lands the full agent-CLI surface, so it's best reviewed by area (the package list above maps to the sections of work). The core domain logic (
fragments.py,cql/engine.py) is pure value-in/value-out and unit-tested in isolation;command/shells are thin I/O wrappers.Verification