TuringWorks · ravituringworks · Aug 11, 2026 · Jul 9, 2026 · Jul 9, 2026 · Jul 9, 2026
diff --git a/Cargo.lock b/Cargo.lock
diff --git a/Cargo.toml b/Cargo.toml
@@ -115,7 +115,7 @@ tower-http = { version = "0.7", features = ["cors", "set-header"] }
 rusqlite = { version = "0.40", features = ["bundled"] }
 
 # Crypto (AWS SigV4 signing)
-sha2 = "0.10"
+sha2 = "0.11"
 hmac = "0.13"
 p256 = { version = "0.14", features = ["ecdsa"] }
 hex = "0.4"

diff --git a/docs/FEATURE-MATRIX.md b/docs/FEATURE-MATRIX.md
@@ -11,16 +11,16 @@
 
 | Provider | VibeCLI | VibeCoder | Notes (models current as of 2026-07-30) |
 |---|:---:|:---:|---|
-| Anthropic Claude | ✅ | ✅ | Opus 5, Sonnet 5 (1M ctx), Opus 4.8, Fable 5 ᴬ |
+| Anthropic Claude | ✅ | ✅ | Opus 5, Sonnet 5 (1M ctx), Opus 4.8, Fable 5 |
 | Claude Code (subscription auth) | ✅ | ✅ | Uses an existing Claude Code seat instead of an API key |
-| OpenAI | ✅ | ✅ | GPT-5.6 Sol / Terra / Luna ᴬ, GPT-5.5, GPT-5.3-Codex |
-| Google Gemini | ✅ | ✅ | Gemini 3.6 Flash ᴬ, 3.5 Flash / Flash-Lite ᴬ, 3.1 Pro |
+| OpenAI | ✅ | ✅ | GPT-5.6 Sol / Terra / Luna, GPT-5.5, GPT-5.3-Codex |
+| Google Gemini | ✅ | ✅ | Gemini 3.6 Flash, 3.5 Flash / Flash-Lite, 3.1 Pro |
 | Ollama (local + Cloud/Turbo) | ✅ | ✅ | Any Ollama-served model, auto-detect; Cloud models (`*-cloud`) via bearer token |
 | mistral.rs (in-process local) | ✅ | ✅ | GGUF / quantised local inference — no server required |
 | AWS Bedrock | ✅ | ✅ | Claude, Titan, Llama via Bedrock API + SigV4 |
 | Azure OpenAI | ✅ | ✅ | Custom deployment endpoint |
 | Groq | ✅ | ✅ | Ultra-fast inference |
-| Grok (xAI) | ✅ | ✅ | Grok 4.5 — 500K ctx, $2/$6 ᴬ |
+| Grok (xAI) | ✅ | ✅ | Grok 4.5 — 500K ctx, $2/$6 |
 | Mistral AI | ✅ | ✅ | Codestral for code |
 | DeepSeek | ✅ | ✅ | V4 / V4-Flash (MIT open weights) |
 | Moonshot (Kimi) | ⚙️ | ⚙️ | K3 (2.8T MoE, 1M ctx) / K2.7-Code — via OpenRouter today; native provider pending ᴬ |

diff --git a/docs/model-comparison.md b/docs/model-comparison.md
@@ -158,20 +158,21 @@ As of August 2026: the **GPT-5.6 line** (`-sol`, `-terra`, `-luna`, each with a
 
 ### Google Gemini (`gemini`)
 
-Long context is the headline (1M+ on Pro). The Gemini 3 generation (released Q1 2026) is competitive with GPT-5-class models on most general tasks and remains best-in-class for long-context retrieval. The 2.5 line stays in the picker for cost-sensitive workloads. VibeCody's default is `gemini-3.5-pro`. The 2.0 line was dropped from the picker on 2026-08-05.
+Long context is the headline (1M+ across the line). The Gemini 3 generation (released Q1 2026) is competitive with GPT-5-class models on most general tasks and remains best-in-class for long-context retrieval. The 2.5 line stays in the picker for cost-sensitive workloads. VibeCody's default is `gemini-3.6-flash`. The 2.0 line was dropped from the picker on 2026-08-05.
+
+> **`gemini-3.5-pro` is not in the picker, because it has never shipped.** Google announced it at I/O on 2026-05-19 and it has slipped three times; as of August 2026 it remains a limited Vertex AI preview for selected enterprise customers, absent from the consumer Gemini app and AI Studio. This page previously listed it as the current flagship and as VibeCody's default — both were wrong, written from a projected release date. Corrected 2026-08-10.
 
 | Model | Ctx | Tools | Vision | Reasoning | Notes |
 |---|---|---|---|---|---|
-| gemini-3.5-pro | 2M | ✅ | ✅ | ✅ | Current flagship — default in VibeCody |
-| gemini-3.6-flash | 1M+ | ✅ | ✅ | ✅ | Newest flash tier |
+| gemini-3.6-flash | 1M+ | ✅ | ✅ | ✅ | Newest flash tier — **default in VibeCody** |
 | gemini-3.5-flash | 1M+ | ✅ | ✅ | ⚠️ | Cheap workhorse |
 | gemini-3.5-flash-lite | 1M+ | ✅ | ❌ | ❌ | Cheapest tier |
 | gemini-3.1-pro | 1M+ | ✅ | ✅ | ✅ | Previous flagship |
 | gemini-3-pro | 1M+ | ✅ | ✅ | ✅ | Initial Gemini 3 release; kept for reproducibility |
 | gemini-2.5-pro | 1M | ✅ | ✅ | ✅ | Previous-gen long-context flagship |
 | gemini-2.5-flash | 1M | ✅ | ✅ | ⚠️ | Previous-gen cheap workhorse |
 
-**gemini-3.5-pro** — Google's current flagship. Strongest model in the picker for genuine 1M+ token comprehension (not just acceptance), with native multimodal handling and adaptive reasoning. Tool calling caught up to Claude/GPT-5 with the 3.x line; argument-shape hallucinations on complex tools have largely cleared. Default in VibeCody for the Gemini provider.
+**gemini-3.6-flash** — the current default for the Gemini provider (shipped 2026-07-21). Google's workhorse tier: roughly 17% fewer output tokens than the model it replaced, with tools, vision, and reasoning across a 1M+ window. Tool calling caught up to Claude/GPT-5 with the 3.x line; argument-shape hallucinations on complex tools have largely cleared. For the deepest long-context work, `gemini-3.1-pro` remains the strongest *shipped* Pro-tier option in the picker.
 
 **gemini-2.5-pro** — Still a strong long-context option at lower cost than 3.1 Pro. Use when you need depth on a long input but don't need the latest reasoning quality.
 

diff --git a/kodegraph/src/incremental.rs b/kodegraph/src/incremental.rs
@@ -16,7 +16,14 @@ use sha2::{Digest, Sha256};
 pub fn hash_content(content: &str) -> String {
     let mut hasher = Sha256::new();
     hasher.update(content.as_bytes());
-    format!("{:x}", hasher.finalize())
+    hasher
+        .finalize()
+        .iter()
+        .fold(String::with_capacity(64), |mut s, b| {
+            use std::fmt::Write as _;
+            let _ = write!(s, "{b:02x}");
+            s
+        })
 }
 
 /// Map of `file_path -> content hash` persisted between runs.
@@ -82,6 +89,25 @@ pub fn hash_file(path: &Path) -> Option<String> {
 mod tests {
     use super::*;
 
+    /// The hash is a persisted cache key (`file_path -> content hash`), so
+    /// its *encoding* is part of the on-disk format, not an implementation
+    /// detail. `hash_is_deterministic` below would still pass if the
+    /// encoding changed to uppercase or gained separators — and every
+    /// stored hash would silently stop matching, forcing a full re-index
+    /// that looks like a performance regression rather than a format break.
+    ///
+    /// Pinned after sha2 0.11 changed `finalize()` from `GenericArray` to
+    /// `hybrid_array::Array`, which does not implement `LowerHex`; the
+    /// `format!("{:x}", …)` that produced this string no longer compiles.
+    #[test]
+    fn hash_encoding_is_lowercase_hex_and_unchanged() {
+        assert_eq!(
+            hash_content("hello"),
+            "2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824"
+        );
+        assert_eq!(hash_content("").len(), 64);
+    }
+
     #[test]
     fn hash_is_deterministic() {
         assert_eq!(hash_content("abc"), hash_content("abc"));

diff --git a/vibecli/crates/vibe-broker/src/mitm.rs b/vibecli/crates/vibe-broker/src/mitm.rs
@@ -361,7 +361,7 @@ fn sign_aws_v4(
     path_and_query: &str,
     creds: &crate::secrets::AwsCredentials,
 ) -> Option<Vec<(String, String)>> {
-    use hmac::{Hmac, Mac};
+    use hmac::{Hmac, KeyInit, Mac};
     use sha2::Sha256;
     type HmacSha256 = Hmac<Sha256>;
 
@@ -467,7 +467,7 @@ fn sha256_hex(input: &[u8]) -> String {
 }
 
 fn hmac_sha256(key: &[u8], data: &[u8]) -> Vec<u8> {
-    use hmac::{Hmac, Mac};
+    use hmac::{Hmac, KeyInit, Mac};
     use sha2::Sha256;
     type HmacSha256 = Hmac<Sha256>;
     let mut mac = HmacSha256::new_from_slice(key).expect("hmac key length valid");

diff --git a/vibecli/vibecli-cli/skills/3d-modeling-cad.md b/vibecli/vibecli-cli/skills/3d-modeling-cad.md
@@ -1,7 +1,9 @@
 ---
+name: "3D Modeling & CAD"
+description: "3D Modeling & CAD: Guidance for working with 3D modeling and CAD systems. Use when the task involves 3D modeling, CAD, AutoCAD, SolidWorks, Blender."
+category: design
 triggers: ["3D modeling", "CAD", "AutoCAD", "SolidWorks", "Blender", "Fusion 360", "3D printing", "CAD/CAM"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: design
 ---
 
 # 3D Modeling & CAD

diff --git a/vibecli/vibecli-cli/skills/a2a-protocol.md b/vibecli/vibecli-cli/skills/a2a-protocol.md
@@ -1,7 +1,9 @@
 ---
+name: "A2A Protocol"
+description: "A2A Protocol: Agent-to-agent communication using Google's A2A protocol. Use when the task involves A2A protocol, agent-to-agent, agent card, agent discovery, delegate task to agent."
+category: protocols
 triggers: ["A2A protocol", "agent-to-agent", "agent card", "agent discovery", "delegate task to agent"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: protocols
 ---
 
 # A2A Protocol

diff --git a/vibecli/vibecli-cli/skills/a2a-v3.md b/vibecli/vibecli-cli/skills/a2a-v3.md
@@ -1,7 +1,9 @@
 ---
+name: "Agent-to-Agent (A2A) Protocol v0.3"
+description: "Agent-to-Agent (A2A) Protocol v0.3: Guidance for implementing or integrating with the A2A v0.3 specification. Use when the task involves A2A protocol, A2A v0.3, gRPC agent, security card, agent-to-agent."
+category: protocols
 triggers: ["A2A protocol", "A2A v0.3", "gRPC agent", "security card", "agent-to-agent"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: protocols
 ---
 
 # Agent-to-Agent (A2A) Protocol v0.3

diff --git a/vibecli/vibecli-cli/skills/abap-sap.md b/vibecli/vibecli-cli/skills/abap-sap.md
@@ -1,7 +1,9 @@
 ---
+name: "ABAP (SAP)"
+description: "ABAP (SAP): Guidance for writing ABAP code for SAP systems. Use when the task involves ABAP, SAP ABAP, SAP development, SAP HANA ABAP, ABAP OO."
+category: erp
 triggers: ["ABAP", "SAP ABAP", "SAP development", "SAP HANA ABAP", "ABAP OO", "ABAP CDS", "SAP Fiori", "ALV report", "BAPI", "RFC"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: erp
 ---
 
 # ABAP (SAP)

diff --git a/vibecli/vibecli-cli/skills/accessibility-web.md b/vibecli/vibecli-cli/skills/accessibility-web.md
@@ -1,7 +1,9 @@
 ---
+name: "Web Accessibility Best Practices"
+description: "Web Accessibility Best Practices: Guidance for building accessible web applications. Use when the task involves accessibility, a11y, WCAG, ARIA, screen reader."
+category: accessibility
 triggers: ["accessibility", "a11y", "WCAG", "ARIA", "screen reader", "keyboard navigation", "focus management", "color contrast", "alt text"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: accessibility
 ---
 
 # Web Accessibility Best Practices

diff --git a/...becli-cli/skills/accommodation-food-tourism-visitor-economy-industry-overlay.md b/...becli-cli/skills/accommodation-food-tourism-visitor-economy-industry-overlay.md
@@ -1,7 +1,9 @@
 ---
-triggers: ["accommodation, food, tourism, and visitor economy", "accommodation", "food", "tourism", "visitor economy"]
-tools_allowed: ["read_file", "write_file"]
+name: "Accommodation, Food, Tourism, and Visitor Economy"
+description: "Accommodation, Food, Tourism, and Visitor Economy: This overlay composes OS 05, 11, 12, 16, 17, 18, and 20. Use when the task involves accommodation, food, tourism, and visitor economy, accommodation, tourism, visitor economy."
 category: industry
+triggers: ["accommodation, food, tourism, and visitor economy", "accommodation", "tourism", "visitor economy"]
+tools_allowed: ["read_file", "write_file"]
 ---
 
 # Accommodation, Food, Tourism, and Visitor Economy

diff --git a/vibecli/vibecli-cli/skills/account-management.md b/vibecli/vibecli-cli/skills/account-management.md
@@ -1,7 +1,9 @@
 ---
+name: "Account Management"
+description: "Account Management: Guidance for working with account management and client relationships. Use when the task involves account management, key account, client relationship, customer retention, upselling."
+category: sales
 triggers: ["account management", "key account", "client relationship", "customer retention", "upselling", "cross-selling", "strategic accounts"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: sales
 ---
 
 # Account Management

diff --git a/vibecli/vibecli-cli/skills/accounting-bookkeeping.md b/vibecli/vibecli-cli/skills/accounting-bookkeeping.md
@@ -1,7 +1,9 @@
 ---
+name: "Accounting and Bookkeeping"
+description: "Accounting and Bookkeeping: Guidance for working with accounting, bookkeeping, and financial management. Use when the task involves accounting, bookkeeping, QuickBooks, Xero, general ledger."
+category: finance
 triggers: ["accounting", "bookkeeping", "QuickBooks", "Xero", "general ledger", "accounts payable", "accounts receivable", "GAAP"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: finance
 ---
 
 # Accounting and Bookkeeping

diff --git a/vibecli/vibecli-cli/skills/actionscript-flash.md b/vibecli/vibecli-cli/skills/actionscript-flash.md
@@ -1,7 +1,9 @@
 ---
+name: "ActionScript"
+description: "ActionScript: Guidance for maintaining or migrating ActionScript/Flash codebases. Use when the task involves ActionScript, ActionScript 3, AS3, Flash, Adobe AIR."
+category: legacy
 triggers: ["ActionScript", "ActionScript 3", "AS3", "Flash", "Adobe AIR", "SWF", "Flex", "Flash migration", "Apache Royale"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: legacy
 ---
 
 # ActionScript

diff --git a/vibecli/vibecli-cli/skills/ada-spark.md b/vibecli/vibecli-cli/skills/ada-spark.md
@@ -1,8 +1,10 @@
 ---
+name: "Ada & SPARK for Safety-Critical Systems"
+description: "Ada & SPARK for Safety-Critical Systems: Guidance for writing Ada/SPARK code for aerospace, defense, and safety-critical systems. Use when the task involves Ada, SPARK, Ada 2012, Ada 2022, GNAT."
+category: safety-critical
 triggers: ["Ada", "SPARK", "Ada 2012", "Ada 2022", "GNAT", "Ravenscar", "Jorvik", "Ada tasking", "Ada safety", "SPARK formal verification", "Ada avionics", "Ada defense", "pragma Restrictions"]
 tools_allowed: ["read_file", "write_file", "bash"]
 requires_bins: ["gnatmake"]
-category: safety-critical
 ---
 
 # Ada & SPARK for Safety-Critical Systems

diff --git a/...becli-cli/skills/administrative-facilities-security-support-industry-overlay.md b/...becli-cli/skills/administrative-facilities-security-support-industry-overlay.md
@@ -1,7 +1,9 @@
 ---
+name: "Administrative, Facilities, Security, and Support Services"
+description: "Administrative, Facilities, Security, and Support Services: This overlay composes OS 04, 10, 12, 17, 20, 21, 22, and 23. Use when the task involves administrative, facilities, security, and support services, administrative, facilities, security, support services."
+category: industry
 triggers: ["administrative, facilities, security, and support services", "administrative", "facilities", "security", "support services"]
 tools_allowed: ["read_file", "write_file"]
-category: industry
 ---
 
 # Administrative, Facilities, Security, and Support Services

diff --git a/vibecli/vibecli-cli/skills/advanced-manufacturing-mission.md b/vibecli/vibecli-cli/skills/advanced-manufacturing-mission.md
@@ -1,7 +1,9 @@
 ---
+name: "Strategic Mission — Advanced Manufacturing"
+description: "Strategic Mission — Advanced Manufacturing: Convert inventions into scalable production using AI, robotics, digital twins, automation, quality systems, and resilient supply chains. Use when the task involves strategic mission — advanced manufacturing, advanced manufacturing."
+category: strategy
 triggers: ["strategic mission — advanced manufacturing", "advanced manufacturing"]
 tools_allowed: ["read_file", "write_file"]
-category: strategy
 ---
 
 # Strategic Mission — Advanced Manufacturing
@@ -102,9 +104,4 @@ Strategic prioritization, public legitimacy, national-security judgment, scarce-
 
 Whether a nation pursues this mission at all — and how (sovereign build, ally-and-buy, or import) — depends heavily on scale, income, resource endowment, and geopolitics. Re-read through:
 
-- **Scale** (city-state → federation): whether this role is unified or layered across local/regional/national tiers.
-- **State capacity** (fragile → high-capacity): whether the owning institution exists and can be held to account, or the job is met by markets, households, NGOs, or donors.
-- **Income level** (low → high): affordability of automation and the balance of subsistence vs. wage work.
-- **Formality** (informal → formal): whether the people and assets this role acts on appear in any registry at all.
-- **Resource & geography**: which hazards and dependencies dominate (water-scarce, flood-prone, landlocked, trade-dependent).
-- **Political system & legitimacy**: where the human-accountability boundary actually binds and who may hold power to account.
+> Shared pattern — see the `shared-national-context-modifiers` skill, section “Adapting to any nation (context modifiers)”.
diff --git a/vibecli/vibecli-cli/skills/aerospace-avionics.md b/vibecli/vibecli-cli/skills/aerospace-avionics.md
@@ -1,7 +1,9 @@
 ---
+name: "Aerospace & Avionics Software"
+description: "Aerospace & Avionics Software: Guidance for developing airborne/avionics software under DO-178C and related standards. Use when the task involves aerospace, avionics, DO-178C, DO-178B, DO-254."
+category: aerospace
 triggers: ["aerospace", "avionics", "DO-178C", "DO-178B", "DO-254", "flight software", "flight control", "autopilot", "ARINC 429", "ARINC 653", "MIL-STD-1553", "airborne software", "DAL", "Design Assurance Level"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: aerospace
 ---
 
 # Aerospace & Avionics Software

diff --git a/vibecli/vibecli-cli/skills/aerospace-space-systems.md b/vibecli/vibecli-cli/skills/aerospace-space-systems.md
@@ -1,7 +1,9 @@
 ---
+name: "Space Systems & Satellite Software"
+description: "Space Systems & Satellite Software: Guidance for developing software for spacecraft, satellites, and launch vehicles. Use when the task involves space systems, satellite software, spacecraft, ECSS, NASA."
+category: aerospace
 triggers: ["space systems", "satellite software", "spacecraft", "ECSS", "NASA", "cFS", "CCSDS", "space flight software", "CubeSat", "radiation hardening", "RTOS space", "launch vehicle"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: aerospace
 ---
 
 # Space Systems & Satellite Software

diff --git a/vibecli/vibecli-cli/skills/agent-analytics.md b/vibecli/vibecli-cli/skills/agent-analytics.md
@@ -1,7 +1,9 @@
 ---
+name: "Agent Analytics"
+description: "Agent Analytics: Enterprise usage analytics with per-user, per-team, and per-project dashboards. Use when the task involves agent analytics, token consumption, AI ROI, usage dashboard, per-team analytics."
+category: agent
 triggers: ["agent analytics", "token consumption", "AI ROI", "usage dashboard", "per-team analytics"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: agent
 ---
 
 # Agent Analytics

diff --git a/vibecli/vibecli-cli/skills/agent-autoscale.md b/vibecli/vibecli-cli/skills/agent-autoscale.md
@@ -1,7 +1,9 @@
 ---
+name: "Agent Auto-Scaler"
+description: "Agent Auto-Scaler: Adjusts agent pool size based on utilization and queue depth. Use when the task involves agent autoscale, agent pool size, auto-scaling agents, queue depth."
+category: agent
 triggers: ["agent autoscale", "agent pool size", "auto-scaling agents", "queue depth"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: agent
 ---
 
 # Agent Auto-Scaler

diff --git a/vibecli/vibecli-cli/skills/agent-await.md b/vibecli/vibecli-cli/skills/agent-await.md
@@ -1,7 +1,9 @@
 ---
+name: "Agent Wait Conditions"
+description: "Agent Wait Conditions: Guidance for an agent must pause and wait for an external condition before continuing. Use when the task involves agent await, conditional pause, wait for build, await condition, agent dependency."
+category: agent
 triggers: ["agent await", "conditional pause", "wait for build", "await condition", "agent dependency"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: agent
 ---
 
 # Agent Wait Conditions

diff --git a/vibecli/vibecli-cli/skills/agent-development.md b/vibecli/vibecli-cli/skills/agent-development.md
@@ -1,7 +1,9 @@
 ---
-triggers: ["agent development", "ReAct agent", "agent tool calling", "agent memory", "agent guardrails", "agent testing", "agent observability", "agent loop", "agentic AI"]
-tools_allowed: ["read_file", "write_file", "bash"]
+name: "AI Agent Development Patterns"
+description: "AI Agent Development Patterns: Guidance for developing AI agents with tool calling and autonomous capabilities. Use when the task involves agent development, ReAct agent, agent tool calling, agent memory, agent guardrails."
 category: ai
+triggers: ["agent development", "ReAct agent", "agent tool calling", "agent memory", "agent guardrails", "agent testing", "agent observability", "agent loop", "agentic AI", "AI agent", "tool use", "ReAct", "MCP", "function calling", "agent planning"]
+tools_allowed: ["read_file", "write_file", "bash"]
 ---
 
 # AI Agent Development Patterns

diff --git a/vibecli/vibecli-cli/skills/agent-faas-k8s.md b/vibecli/vibecli-cli/skills/agent-faas-k8s.md
@@ -1,8 +1,10 @@
 ---
+name: "AI Agent Deployment on FaaS + Kubernetes"
+description: "AI Agent Deployment on FaaS + Kubernetes: Guidance for deploying AI agents on serverless and Kubernetes infrastructure. Use when the task involves agent kubernetes, agent faas, agent k8s, agent serverless, agent deployment."
+category: ai
 triggers: ["agent kubernetes", "agent faas", "agent k8s", "agent serverless", "agent deployment", "agent scaling", "agent orchestration kubernetes", "keda agent"]
 tools_allowed: ["read_file", "write_file", "bash"]
 requires_bins: ["kubectl"]
-category: ai
 ---
 
 # AI Agent Deployment on FaaS + Kubernetes

diff --git a/vibecli/vibecli-cli/skills/agent-host.md b/vibecli/vibecli-cli/skills/agent-host.md
@@ -1,7 +1,9 @@
 ---
+name: "Agent Host"
+description: "Agent Host: Multi-agent terminal that hosts multiple AI coding assistants simultaneously. Use when the task involves agent host, multi-agent terminal, parallel agent panes, route task to agent."
+category: agent
 triggers: ["agent host", "multi-agent terminal", "parallel agent panes", "route task to agent"]
 tools_allowed: ["read_file", "write_file", "bash"]
-category: agent
 ---
 
 # Agent Host