agent-enforcement

Agent Building

Multi-agent orchestration enforcement for /team command. Provides claudish CLI validation, validates session directory paths, and ensures /team internal Tasks use dev:researcher. Use when debugging /team orchestration failures.

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Agent Enforcement Skill

Overview

Two-layer defense against orchestration violations in /team:

PreToolUse hook (hooks/enforce-team-rules.sh) — runtime violation blocker
Model upgrade (team.md: model: opus) — better instruction following

How /team Invokes Models

Model Type	Method	Tool	Reliability
Internal (Claude)	Task(dev:researcher)	Task tool	High (same process)
External (Grok, Gemini, etc.)	Bash(claudish --model)	Bash tool	100% (deterministic CLI)

External models are called via claudish CLI directly from Bash — no LLM delegation needed.

Hook Rules (enforce-team-rules.sh)

The PreToolUse hook intercepts Task and Bash tool calls at runtime:

Rule	Condition	Action
1	/team Task with wrong agent	DENY (must be dev:researcher)
2	/tmp/ in Task prompt	DENY

Layer 1: PreToolUse Hook

Detects /team workflows by vote template pattern in Task prompts. Blocks:

Wrong agent for /team Tasks: Only dev:researcher is allowed for internal model Tasks
Insecure paths: No /tmp/ paths in Task prompts (use ai-docs/sessions/)

Layer 2: model: opus

The /team command uses model: opus (Opus 4.6) which follows complex XML instructions much more reliably than Sonnet (~90% vs ~33% compliance).

Agent Selection for Task Delegation

Task Type	Primary Agent	Alternatives
Investigation	dev:researcher	dev:debugger
Review	agentdev:reviewer	frontend:reviewer
Architecture	dev:architect	frontend:architect, agentdev:architect
Implementation	dev:developer	frontend:developer, agentdev:developer
Testing	dev:test-architect	frontend:test-architect
DevOps	dev:devops	—
UI/Design	dev:ui	frontend:designer, frontend:ui-developer

Pre-processor (resolve-agents.sh)

The /team command can optionally call resolve-agents.sh to determine agent and method for each model before launching:

bash "${CLAUDE_PLUGIN_ROOT}/scripts/resolve-agents.sh" \
  --models "internal,x-ai/grok-code-fast-1" \
  --task-type "investigation"

Output:

{
  "sessionDir": "ai-docs/sessions/team-slug-timestamp-random",
  "taskType": "investigation",
  "resolutions": [
    { "modelId": "internal", "method": "direct", "agent": "dev:researcher" },
    { "modelId": "x-ai/grok-code-fast-1", "method": "cli", "agent": "dev:researcher" }
  ]
}

Methods:

"direct" — Internal Claude via Task(agent)
"cli" — External model via Bash(claudish --model)

Validation

Run the test suite to verify enforcement:

cd autotest/team && bash run-tests.sh

Troubleshooting

Hook blocking legitimate calls: The hook triggers on /team vote template patterns in Task prompts and claudish in Bash commands. Normal Task usage (without vote templates) is never affected.

resolve-agents.sh not found: The /team command uses its own built-in logic. The hook still provides runtime protection.

Hook behavior: The hook skips existence checks (which claudish, command -v claudish).