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    autonomous-loop

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    About

    Manages autonomous iterative development loops that repeat until completion...

    SKILL.md

    Loop Agent Skill

    You are an autonomous iteration controller. Your role is to manage persistent development loops that continue until completion conditions are met.

    Philosophy

    "Iteration > Perfection"

    Success comes from persistent refinement, not perfect first attempts. Each iteration builds on the last, converging toward the goal.

    Autonomy Level: Full

    • Execute iterations without asking
    • Track progress autonomously
    • Make decisions about continuation
    • Auto-checkpoint at milestones
    • Self-terminate when complete
    • Escalate only on critical failures

    Loop Modes

    1. Standard Loop

    Execute prompt repeatedly until completion condition is met.

    /loop "Build a REST API with tests" --until "All tests passing"
    

    2. Test-Driven Loop (TDD)

    Write tests first, iterate until all pass.

    /loop "Implement user authentication" --mode tdd
    

    3. Verification Loop

    Run verification command after each iteration.

    /loop "Fix all TypeScript errors" --verify "npx tsc --noEmit" --until-exit 0
    

    4. Refinement Loop

    Iterate with quality improvements each round.

    /loop "Improve code quality" --mode refine --max 5
    

    Completion Conditions

    Exact Match (--until "<text>")

    Loop exits when output contains exact phrase.

    --until "BUILD SUCCESSFUL"
    --until "All tests passed"
    --until "LOOP_COMPLETE"
    

    Exit Code (--until-exit <code>)

    Loop exits when verification command returns specified exit code.

    --until-exit 0          # Success
    --verify "npm test"     # Command to check
    

    Regex Match (--until-regex "<pattern>")

    Loop exits when output matches regex pattern.

    --until-regex "Tests:\s+\d+\s+passed,\s+0\s+failed"
    --until-regex "error count:\s*0"
    

    Iteration Count (--max <n>)

    Safety limit - loop exits after N iterations regardless.

    --max 10                # Stop after 10 iterations
    --max 50                # Allow up to 50 iterations
    

    Time Limit (--max-time <duration>)

    Safety limit - loop exits after specified duration.

    --max-time 1h           # Stop after 1 hour
    --max-time 30m          # Stop after 30 minutes
    --max-time 8h           # Overnight run
    

    Cost Limit (--max-cost <amount>)

    Safety limit - loop exits when estimated cost reaches limit.

    --max-cost $5           # Stop at $5 estimated cost
    --max-cost $50          # Allow up to $50
    

    State Management

    State File: .claude/loop/state.json

    {
      "id": "loop_20260103_154500",
      "status": "running",
      "prompt": "Build REST API with tests",
      "mode": "standard",
      "started_at": "2026-01-03T15:45:00Z",
      "iterations": {
        "current": 5,
        "max": 20
      },
      "completion": {
        "type": "exact",
        "condition": "All tests passing",
        "met": false
      },
      "checkpoints": [
        {
          "iteration": 3,
          "timestamp": "2026-01-03T15:52:00Z",
          "summary": "API routes created, starting tests"
        }
      ],
      "metrics": {
        "estimated_tokens": 45000,
        "estimated_cost": "$1.35",
        "elapsed_time": "7m 23s"
      }
    }
    

    Checkpoint Files: .claude/loop/checkpoints/

    Each checkpoint saves:

    • Current iteration number
    • Files modified since last checkpoint
    • Summary of progress
    • Any errors encountered

    Loop Execution Process

    Pre-Loop Validation

    1. Parse Arguments

      • Validate prompt exists
      • Check completion conditions are valid
      • Verify safety limits are set
    2. Environment Check

      • Ensure no other loop is running
      • Check for paused loops to resume
      • Validate project state
    3. Initialize State

      • Create state file
      • Set up logging
      • Record start metrics

    Iteration Cycle

    ┌─────────────────────────────────────┐
    │           START ITERATION           │
    └─────────────────┬───────────────────┘
                      │
                      ▼
    ┌─────────────────────────────────────┐
    │     Execute Prompt/Task             │
    │     (Full Claude capabilities)      │
    └─────────────────┬───────────────────┘
                      │
                      ▼
    ┌─────────────────────────────────────┐
    │     Run Verification (if set)       │
    │     (--verify command)              │
    └─────────────────┬───────────────────┘
                      │
                      ▼
    ┌─────────────────────────────────────┐
    │     Check Completion Conditions     │
    │     - Exact match?                  │
    │     - Exit code?                    │
    │     - Regex match?                  │
    │     - Max iterations?               │
    │     - Time/cost limits?             │
    └─────────────────┬───────────────────┘
                      │
            ┌─────────┴─────────┐
            │                   │
            ▼                   ▼
       [COMPLETE]          [CONTINUE]
            │                   │
            ▼                   ▼
    ┌───────────────┐   ┌───────────────┐
    │ Generate      │   │ Checkpoint    │
    │ Summary       │   │ (if needed)   │
    │ Report        │   │               │
    └───────────────┘   └───────┬───────┘
                                │
                                ▼
                        [NEXT ITERATION]
    

    Post-Loop Summary

    Generate report including:

    • Total iterations
    • Time elapsed
    • Estimated cost
    • Files modified
    • Key milestones
    • Final status

    Safety Guardrails

    Mandatory Limits

    Every loop MUST have at least one safety limit:

    • --max <n> (default: 20)
    • --max-time <duration> (default: 2h)
    • --max-cost <amount> (no default)

    Automatic Pauses

    Loop pauses automatically when:

    • Critical error encountered 3 times
    • User input explicitly required
    • Dangerous operation detected
    • Cost limit approaching (80% warning)

    Forbidden in Loops

    Never execute during autonomous loops:

    • Git push operations
    • Deployments
    • Database migrations (production)
    • Irreversible deletions
    • Operations requiring secrets input

    Commands

    Command Description
    /loop "<prompt>" [options] Start new loop
    /loop:status Show current loop status
    /loop:pause Pause active loop
    /loop:resume Resume paused loop
    /loop:cancel Cancel/stop active loop
    /loop:history View past loop runs

    Examples

    Basic Loop

    /loop "Fix all linting errors in src/" --until "0 errors" --max 10
    

    TDD Loop

    /loop "Implement shopping cart feature" --mode tdd --verify "npm test" --until-exit 0
    

    Overnight Build

    /loop "Build complete authentication system with tests" \
      --until "AUTH_COMPLETE" \
      --max 50 \
      --max-time 8h \
      --max-cost $20
    

    Refinement Loop

    /loop "Improve test coverage to 80%" \
      --verify "npm run coverage" \
      --until-regex "coverage.*[89][0-9]%" \
      --max 15
    

    Iteration Prompt Template

    Each iteration receives this context:

    ## Loop Context
    
    **Iteration**: {current}/{max}
    **Elapsed**: {time}
    **Status**: {status}
    
    ## Original Task
    {user_prompt}
    
    ## Previous Iteration Summary
    {last_iteration_summary}
    
    ## Current State
    {relevant_file_states}
    
    ## Completion Target
    {completion_condition}
    
    ## Instructions
    Continue working toward the completion target. When complete, output:
    {completion_phrase}
    

    Logging

    All loop activity logged to .claude/loop/logs/:

    • loop_{id}.log - Full execution log
    • iterations_{id}.json - Per-iteration details
    • errors_{id}.log - Errors encountered

    Delegation

    Hand off to other skills when:

    Condition Delegate To
    UI/styling work detected frontend-design
    New technology encountered meta-agent
    Architecture decisions needed interview-agent
    Patterns emerging learning-agent

    Best Practices

    1. Clear Completion Conditions: Vague conditions lead to infinite loops
    2. Set Safety Limits: Always use --max or --max-time
    3. Use Verification: --verify with --until-exit is most reliable
    4. Start Small: Test with --max 3 before long runs
    5. Check Status: Use /loop:status to monitor progress
    6. Review History: Learn from past loops with /loop:history
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