AgentSkillsCN

autonomous-loop

开启自主循环模式，助力持续开发会话。**重要提示：**务必在完成需求规格与实施方案之后、正式开始实施之前启用此模式。正是这一机制让自动化构建真正具备“自主”特性——Stop 钩子会强制执行完成标准。

SKILL.md
--- frontmatter
name: autonomous-loop
description: Activate autonomous loop mode for persistent development sessions. **CRITICAL:** Always activate this AFTER completing spec and implementation plan, BEFORE beginning implementation. This is what makes autonomous builds actually autonomous—the Stop hook enforces completion criteria.
hooks:
  Stop:
    - type: prompt
      model: sonnet
      prompt: |
        You are about to exit autonomous loop mode. Verify the work is ACTUALLY COMPLETE.

        ## Verification Steps (Do ALL of these)

        1. **Run `git status`** — Are there uncommitted changes (excluding `.claude/` directory)?
           If yes, you're not done.

        1b. **Check task list (if tasks exist):**
            - Run `TaskList` — are there pending or in_progress tasks?
            - If task list exists and has incomplete tasks, you're not done.
            - Task system takes precedence over IMPLEMENTATION_PLAN.md checkboxes.

        2. **Run quality gates:**
           - FIRST check if `.claude-quality-gates` exists — if so, run each command in that file
           - ONLY if no `.claude-quality-gates`: check package.json for npm scripts (typecheck, lint, build, test)
           - Any failures = you're not done.

        3. **Check IMPLEMENTATION_PLAN.md** (if it exists):
           - Read the current goal from `.claude/autonomous-loop.json` (the `goal` field)
           - If the goal mentions a specific phase or module (e.g., "Phase 2", "auth module"),
             only check that section of the plan for unchecked `[ ]` boxes
           - If no specific scope, check the entire plan
           - Were any tasks skipped or marked "TODO later"? If yes, you're not done.

        4. **Review what was requested vs what was delivered:**
           - Did you implement the FULL feature, not a skeleton?
           - Did you write REAL tests, not placeholder assertions?
           - Did you run code review and address the feedback?
           - Did you handle edge cases and error states?

        5. **Check for half-done work:**
           - Are there TODO comments you added and didn't resolve?
           - Are there console.log/debug statements to remove?
           - Did you skip any "nice to have" items that were actually requested?

        ## Decision

        If ANY of the above reveals incomplete work:
        - **BLOCK EXIT** — Respond with what's still needed and continue working.

        If ALL checks pass and the work is genuinely complete:
        - **Clear loop state:** Run `rm -f .claude/autonomous-loop.json` to clean up
        - **ALLOW EXIT** — The work is done.

        Be rigorous. "Almost done" is not done. "Works but needs cleanup" is not done.
        The bar is: would you ship this to production right now?

Autonomous Loop Activation

This skill activates autonomous loop mode, which keeps Claude working toward a goal until completion criteria are met. The Stop hook will block exit attempts and inject continuation prompts until work is complete.

When to Use

Automatic activation (do this without being asked):

  • •After spec is approved and implementation plan is written → activate before coding
  • •After user provides clear requirements and you've drafted spec + plan → activate before coding
  • •Resuming a build after context compaction where loop was previously active

Explicit activation:

  • •User says /autonomous-loop "goal"
  • •User says "go autonomous", "start autonomous mode", "keep going until done"

The rule: If you have a spec and plan and are about to start implementation, activate this skill first. It's not optional—it's what enforces completion.

Activation Steps

Step 1: Determine Goal

If explicit goal provided:

code
/autonomous-loop "Build comprehensive Playwright tests for the auth flow"

Use the provided goal directly.

If no explicit goal (interactive activation):

  1. •Check CONTEXT.md for current objective
  2. •Check SPEC.md for project goal
  3. •Summarize from recent conversation
  4. •Confirm with user: "I'll work autonomously on: [goal]. Sound right?"

Step 2: Initialize Loop State

Source the helper library and call initialize_loop_state:

bash
source ~/.claude/lib/loop-helpers.sh
initialize_loop_state "$(pwd)" "Your goal here" 100

This creates a state file at .claude/autonomous-loop.json (project-local) with:

  • •active: true
  • •goal: "Your goal"
  • •max_iterations: 100
  • •iteration: 0
  • •verification_pending: false
  • •expected_verification_code: null
  • •last_verified_iteration: 0
  • •stuck_count: 0
  • •last_goal_hash: ""
  • •last_progress_hash: ""

Step 3: Confirm Activation

Output to user:

code
Autonomous loop activated:
- Goal: [goal]
- Max iterations: 100
- State file: .claude/autonomous-loop.json

I'll keep working until all completion criteria are met:
- All quality gates pass (if .claude-quality-gates exists)
- All scoped tasks in IMPLEMENTATION_PLAN.md complete (phase/module if the goal names one)
- Clean git state (excluding .claude/ directory)

To pause: press Escape and say "stop autonomous mode"
To force quit: Ctrl+C

Starting now...

Step 3b: Create Task DAG (if plan exists)

If IMPLEMENTATION_PLAN.md exists and contains tasks with Parallel: and Blocked by: fields:

  1. •Read plan and parse tasks manually (maintain ID mapping)
  2. •Create tasks with TaskCreate, recording plan ID → system ID mapping
  3. •Set dependencies with TaskUpdate using mapped system IDs
  4. •Report: "Task DAG created with N tasks, M ready to start"

This enables:

  • •Progress tracking via task status (survives compaction)
  • •Parallel execution of independent tasks
  • •Clear completion criteria (all tasks completed)

Step 4: Begin Working

  • •If task DAG was created, execute via TaskList/TaskUpdate workflow
  • •Otherwise, if IMPLEMENTATION_PLAN.md exists, continue from current phase
  • •Otherwise, start executing the goal directly
  • •Follow the autonomous build protocol

Completion Criteria

The loop automatically ends when ALL of these are true:

  1. •Git working directory is clean (no uncommitted changes, .claude/ excluded)
  2. •Task list is complete (if task system is active, no pending/in_progress tasks)
  3. •Quality gates pass:
    • •If .claude-quality-gates exists, run every non-comment command in that file
    • •Otherwise, run available npm scripts in this order: typecheck, lint, build, test
  4. •All tasks in IMPLEMENTATION_PLAN.md are checked off (if file exists, no - [ ] boxes)

If the goal mentions a phase or module and a matching section exists, only that section is checked. If the scoped section is missing, the plan check is skipped. Task list completion takes precedence over plan checkboxes when both are present.

Protocol Verification

Every 3 iterations, the Stop hook requests protocol verification to ensure Claude stays aligned with the autonomous build protocol.

How it works:

  1. •At iteration 3, 6, 9, etc., the hook sets verification_pending: true
  2. •The hook writes expected_verification_code to .claude/autonomous-loop.json
  3. •The continuation prompt instructs Claude to re-read AUTONOMOUS_BUILD_CLAUDE.md and reply with <verified code="####"/> (or <verified>####</verified>) using that code
  4. •The hook reads the transcript and looks for the tag containing the expected code
  5. •If found, verification passes and last_verified_iteration is updated

Soft fail (prevents infinite loops):

  • •If the tag isn't received after 3 attempts, the hook clears verification and continues
  • •This prevents the verification system from causing infinite loops if transcript parsing fails

To pass verification: Output <verified code="####"/> using expected_verification_code from .claude/autonomous-loop.json.

Deactivation

User says any of:

  • •"Stop autonomous mode"
  • •"Pause the loop"
  • •"Exit autonomous mode"

When deactivating:

  1. •Source helpers: source ~/.claude/lib/loop-helpers.sh
  2. •Delete state: delete_state_file "$(pwd)"
  3. •Confirm: "Autonomous loop stopped. State cleared."

Max Iterations Reached

When max iterations hit (default 100), the loop pauses automatically:

code
Max iterations reached (100).

Options:
- Say "continue for 50 more" to extend
- Provide feedback to adjust direction
- Say "stop autonomous mode" to end

To resume: update max_iterations in state file and set paused=false, or user says "resume" / "continue".

Stuck Detection

If the goal and git progress stay unchanged for 5 consecutive iterations, the loop pauses and asks for updated direction to avoid infinite loops.

Arguments

  • •goal (optional): The task to work on. If not provided, inferred from context.
  • •--max N: Set max iterations (default: 100)

Examples:

code
/autonomous-loop "Implement user authentication"
/autonomous-loop --max 50
/autonomous-loop "Fix all failing tests" --max 200

State File Reference

Location: .claude/autonomous-loop.json (project-local)

json
{
  "active": true,
  "session_token": "abc123",
  "project_path": "/path/to/project",
  "goal": "Your goal here",
  "started_at": "2026-01-07T20:00:00Z",
  "iteration": 5,
  "max_iterations": 100,
  "paused": false,
  "verification_pending": false,
  "expected_verification_code": null,
  "verification_attempts": 0,
  "last_verified_iteration": 0,
  "stuck_count": 0,
  "last_goal_hash": "",
  "last_progress_hash": ""
}