auto-loop: Workflow Automation for AI Agents | OpenAgentSkill

Overview

TDD-based autonomous development loop with checkpoint recovery and observability changelog

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Auto-Loop

Execute a TDD-based autonomous development loop with full observability.

Usage

# Start new task
/auto-loop "Implement user login"

# With acceptance criteria
/auto-loop "Implement authentication

Acceptance Criteria:
- [ ] Login form (email + password)
- [ ] JWT token generation
- [ ] Error handling
"

# Resume interrupted session
/auto-loop --resume

# Force restart (clear old state)
/auto-loop --force "New task"

# Check status
/auto-loop --status

# With iteration limit
/auto-loop "Task" --max-iterations 15

How It Works

┌───────────────────────────────────────────────────────────────┐
│                      TDD Iteration                            │
├───────────┬───────────────────────────────────────────────────┤
│  RED      │ Write failing test for next AC                    │
│           │ → Auto-logged: file_write, test_fail              │
├───────────┼───────────────────────────────────────────────────┤
│  GREEN    │ Write implementation to make test pass            │
│           │ → Auto-logged: file_write/edit, test_pass         │
├───────────┼───────────────────────────────────────────────────┤
│  REFACTOR │ Improve code quality (no behavior change)         │
│           │ → Use code-reviewer agent for suggestions         │
├───────────┼───────────────────────────────────────────────────┤
│  VALIDATE │ Run full test suite + linter                      │
│           │ → Auto-logged: test_pass/fail                     │
├───────────┼───────────────────────────────────────────────────┤
│  COMMIT   │ Commit changes with descriptive message           │
│           │ → Auto-logged: commit                             │
├───────────┼───────────────────────────────────────────────────┤
│  DECIDE   │ Check AC completion → continue or complete        │
└───────────┴───────────────────────────────────────────────────┘

Execution

When user runs /auto-loop "<request>":

1. State Detection (Conflict Prevention)

STATE_DIR=".auto-loop"
CHECKPOINT="$STATE_DIR/checkpoint.json"

# Check for existing in-progress session
if [ -f "$CHECKPOINT" ]; then
    status=$(jq -r '.status // "unknown"' "$CHECKPOINT" 2>/dev/null || echo "unknown")
    iteration=$(jq -r '.current_iteration // 0' "$CHECKPOINT" 2>/dev/null || echo "0")

    if [ "$status" == "in_progress" ]; then
        echo "⚠️  Found interrupted session at iteration #$iteration"
        echo "Options:"
        echo "  /auto-loop --resume        → Continue"
        echo "  /auto-loop --force \"...\"  → Start fresh"
        exit 1
    fi
fi

Behavior Matrix:

Existing State	Command	Action
None	`/auto-loop "task"`	Start new
`completed`	`/auto-loop "task"`	Archive & start new
`in_progress`	`/auto-loop "task"`	Block - prompt user
`in_progress`	`/auto-loop --resume`	Continue
`in_progress`	`/auto-loop --force "task"`	Archive & start new

2. Initialize

# Archive old changelog if > 100 lines
CHANGELOG_DIR=".director-mode"
CHANGELOG="$CHANGELOG_DIR/changelog.jsonl"

if [ -f "$CHANGELOG" ] && [ $(wc -l < "$CHANGELOG") -gt 100 ]; then
    mv "$CHANGELOG" "$CHANGELOG_DIR/changelog.$(date +%Y%m%d_%H%M%S).jsonl"
fi

# Create state directories
mkdir -p "$STATE_DIR" "$CHANGELOG_DIR"

# Initialize checkpoint
# Build with jq so multiline requests or embedded double quotes stay valid JSON
# (a raw heredoc would break on the quoted acceptance-criteria usage above).
jq -n --arg req "$ARGUMENTS" \
  '{request: $req, current_iteration: 0, max_iterations: 20, status: "in_progress", started_at: (now | todate), acceptance_criteria: [], last_test_result: null, files_changed: []}' \
  > "$CHECKPOINT"

# acceptance_criteria stays empty here; the parse step below fills it in.

3. Parse Acceptance Criteria

Input:
  "Implement authentication

  Acceptance Criteria:
  - [ ] Login form
  - [ ] JWT token
  "

Parsed:
{
  "acceptance_criteria": [
    { "id": 1, "description": "Login form", "done": false },
    { "id": 2, "description": "JWT token", "done": false }
  ]
}

4. DECIDE - Completion Check

┌─────────────────────────────────────────────────────────────┐
│  DECIDE - Iteration #3                                      │
├─────────────────────────────────────────────────────────────┤
│  [x] 1. Login form            ← test passing               │
│  [x] 2. JWT token             ← test passing               │
│  [ ] 3. Error handling        ← NO TEST YET                │
├─────────────────────────────────────────────────────────────┤
│  Decision: 2/3 complete → CONTINUE                          │
└─────────────────────────────────────────────────────────────┘

Complete when:

All AC marked done: true
All tests passing

Stop when:

max_iterations reached
.auto-loop/stop file exists

Flags

Flag	Description
`--resume`	Continue interrupted session
`--force`	Clear old state, start fresh
`--status`	Show current session status
`--max-iterations N`	Set iteration limit (default: 20)

Observability

All events are automatically logged via PostToolUse hooks:

Event	Trigger	Hook
`file_write`	Write tool	`log-file-change.sh`
`file_edit`	Edit tool	`log-file-change.sh`
`test_pass/fail`	Bash (test)	`log-bash-event.sh`
`commit`	Bash (git commit)	`log-bash-event.sh`

Query with /changelog:

/changelog              # Recent events
/changelog --summary    # Statistics
/changelog --type test  # Filter by type

Stop / Resume

# Interrupt (stop after current iteration)
touch .auto-loop/stop

# Check status
/auto-loop --status

# Resume
/auto-loop --resume

# Force restart
/auto-loop --force "New task"

/changelog - View development events
code-reviewer - Code quality review
debugger - Error analysis
test-runner - Test automation

View source ↗

File metadata

name: auto-loop
description: TDD-based autonomous development loop with checkpoint recovery and observability changelog
user-invocable: true

View original text

---
name: auto-loop
description: TDD-based autonomous development loop with checkpoint recovery and observability changelog
user-invocable: true
---

# Auto-Loop

Execute a TDD-based autonomous development loop with full observability.

---

## Usage

```bash
# Start new task
/auto-loop "Implement user login"

# With acceptance criteria
/auto-loop "Implement authentication

Acceptance Criteria:
- [ ] Login form (email + password)
- [ ] JWT token generation
- [ ] Error handling
"

# Resume interrupted session
/auto-loop --resume

# Force restart (clear old state)
/auto-loop --force "New task"

# Check status
/auto-loop --status

# With iteration limit
/auto-loop "Task" --max-iterations 15
```

---

## How It Works

```
┌───────────────────────────────────────────────────────────────┐
│                      TDD Iteration                            │
├───────────┬───────────────────────────────────────────────────┤
│  RED      │ Write failing test for next AC                    │
│           │ → Auto-logged: file_write, test_fail              │
├───────────┼───────────────────────────────────────────────────┤
│  GREEN    │ Write implementation to make test pass            │
│           │ → Auto-logged: file_write/edit, test_pass         │
├───────────┼───────────────────────────────────────────────────┤
│  REFACTOR │ Improve code quality (no behavior change)         │
│           │ → Use code-reviewer agent for suggestions         │
├───────────┼───────────────────────────────────────────────────┤
│  VALIDATE │ Run full test suite + linter                      │
│           │ → Auto-logged: test_pass/fail                     │
├───────────┼───────────────────────────────────────────────────┤
│  COMMIT   │ Commit changes with descriptive message           │
│           │ → Auto-logged: commit                             │
├───────────┼───────────────────────────────────────────────────┤
│  DECIDE   │ Check AC completion → continue or complete        │
└───────────┴───────────────────────────────────────────────────┘
```

---

## Execution

When user runs `/auto-loop "<request>"`:

### 1. State Detection (Conflict Prevention)

```bash
STATE_DIR=".auto-loop"
CHECKPOINT="$STATE_DIR/checkpoint.json"

# Check for existing in-progress session
if [ -f "$CHECKPOINT" ]; then
    status=$(jq -r '.status // "unknown"' "$CHECKPOINT" 2>/dev/null || echo "unknown")
    iteration=$(jq -r '.current_iteration // 0' "$CHECKPOINT" 2>/dev/null || echo "0")

    if [ "$status" == "in_progress" ]; then
        echo "⚠️  Found interrupted session at iteration #$iteration"
        echo "Options:"
        echo "  /auto-loop --resume        → Continue"
        echo "  /auto-loop --force \"...\"  → Start fresh"
        exit 1
    fi
fi
```

**Behavior Matrix:**

| Existing State | Command | Action |
|----------------|---------|--------|
| None | `/auto-loop "task"` | Start new |
| `completed` | `/auto-loop "task"` | Archive & start new |
| `in_progress` | `/auto-loop "task"` | **Block** - prompt user |
| `in_progress` | `/auto-loop --resume` | Continue |
| `in_progress` | `/auto-loop --force "task"` | Archive & start new |

### 2. Initialize

```bash
# Archive old changelog if > 100 lines
CHANGELOG_DIR=".director-mode"
CHANGELOG="$CHANGELOG_DIR/changelog.jsonl"

if [ -f "$CHANGELOG" ] && [ $(wc -l < "$CHANGELOG") -gt 100 ]; then
    mv "$CHANGELOG" "$CHANGELOG_DIR/changelog.$(date +%Y%m%d_%H%M%S).jsonl"
fi

# Create state directories
mkdir -p "$STATE_DIR" "$CHANGELOG_DIR"

# Initialize checkpoint
# Build with jq so multiline requests or embedded double quotes stay valid JSON
# (a raw heredoc would break on the quoted acceptance-criteria usage above).
jq -n --arg req "$ARGUMENTS" \
  '{request: $req, current_iteration: 0, max_iterations: 20, status: "in_progress", started_at: (now | todate), acceptance_criteria: [], last_test_result: null, files_changed: []}' \
  > "$CHECKPOINT"

# acceptance_criteria stays empty here; the parse step below fills it in.
```

### 3. Parse Acceptance Criteria

```
Input:
  "Implement authentication

  Acceptance Criteria:
  - [ ] Login form
  - [ ] JWT token
  "

Parsed:
{
  "acceptance_criteria": [
    { "id": 1, "description": "Login form", "done": false },
    { "id": 2, "description": "JWT token", "done": false }
  ]
}
```

### 4. DECIDE - Completion Check

```
┌─────────────────────────────────────────────────────────────┐
│  DECIDE - Iteration #3                                      │
├─────────────────────────────────────────────────────────────┤
│  [x] 1. Login form            ← test passing               │
│  [x] 2. JWT token             ← test passing               │
│  [ ] 3. Error handling        ← NO TEST YET                │
├─────────────────────────────────────────────────────────────┤
│  Decision: 2/3 complete → CONTINUE                          │
└─────────────────────────────────────────────────────────────┘
```

**Complete when:**
- All AC marked `done: true`
- All tests passing

**Stop when:**
- `max_iterations` reached
- `.auto-loop/stop` file exists

---

## Flags

| Flag | Description |
|------|-------------|
| `--resume` | Continue interrupted session |
| `--force` | Clear old state, start fresh |
| `--status` | Show current session status |
| `--max-iterations N` | Set iteration limit (default: 20) |

---

## Observability

All events are automatically logged via PostToolUse hooks:

| Event | Trigger | Hook |
|-------|---------|------|
| `file_write` | Write tool | `log-file-change.sh` |
| `file_edit` | Edit tool | `log-file-change.sh` |
| `test_pass/fail` | Bash (test) | `log-bash-event.sh` |
| `commit` | Bash (git commit) | `log-bash-event.sh` |

Query with `/changelog`:

```bash
/changelog              # Recent events
/changelog --summary    # Statistics
/changelog --type test  # Filter by type
```

---

## Stop / Resume

```bash
# Interrupt (stop after current iteration)
touch .auto-loop/stop

# Check status
/auto-loop --status

# Resume
/auto-loop --resume

# Force restart
/auto-loop --force "New task"
```

---

## Related

- [/changelog](../changelog/SKILL.md) - View development events
- [code-reviewer](../../agents/code-reviewer.md) - Code quality review
- [debugger](../../agents/debugger.md) - Error analysis
- [test-runner](../test-runner/SKILL.md) - Test automation

Review the source

Skill source recorded

Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.

Review before install: Avoid automatic install

License: MIT

Dependency or permission surface needs review
Permission surface may require sandboxing
Financial research output is not financial advice; require human review before any live investment decision
The skill automatically commits changes without explicit user confirmation, which could be risky if the user did not intend to commit at that moment.
It executes arbitrary test and lint commands from the project, which could be malicious if the project is untrusted.
Financial research output is not financial advice; require human review before any live investment decision.
Quality score needs review
Permission surface needs review: secrets or environment access, shell or command execution
GitHub adoption: 81 GitHub stars
Stars/forks activity: 81 stars, 11 forks; issue activity unavailable in current metadata
Dependency/runtime risk: command execution surface, credential or environment access
Permission surface: secrets or environment access, shell or command execution

Open full audit

Source & usage notes

Indexed

Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.

Source repository: claude-world/director-mode-lite
License: MIT
Version: 1.0.0
Last GitHub push: Aug 31, 2026
Registry updated: Sep 7, 2026
Instruction path: skills/auto-loop/SKILL.md @ 099306a98ec1

Version reported in registry metadata; check source releases before relying on it.

Quality

66/100

Promising

Trust

57/100

Agent access

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open install API LLM text format Open manifest Auto-resolve Plan

More details

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    "method": "POST",
    "requires_resolve_event_id": true,
    "event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
    "expected_outcomes": [
      "success",
      "failed",
      "not_relevant",
      "blocked_by_risk",
      "setup_required"
    ],
    "payload_template": {
      "event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
      "skill_slug": "claude-world-auto-loop",
      "task": "Use auto-loop in an agent workflow",
      "agent": "codex",
      "outcome": "success",
      "install_used": true,
      "risk_blocked": false,
      "setup_required": false,
      "task_success": true,
      "output_quality": 4,
      "error_type": null,
      "human_review_required": false,
      "workspace": "sandbox",
      "time_to_useful_ms": 120000,
      "notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
    }
  },
  "endpoints": {
    "web": "https://www.openagentskill.com/skills/claude-world-auto-loop",
    "api": "https://www.openagentskill.com/api/agent/skills/claude-world-auto-loop",
    "audit": "https://www.openagentskill.com/skills/claude-world-auto-loop/audit",
    "eval": "https://www.openagentskill.com/api/agent/evals?slug=claude-world-auto-loop&task=Use%20auto-loop%20in%20an%20agent%20workflow&max_risk=medium",
    "resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20auto-loop%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
    "receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20auto-loop%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
    "install": "https://www.openagentskill.com/api/skills/claude-world-auto-loop/install",
    "manifest": "https://www.openagentskill.com/api/registry/manifest/claude-world-auto-loop"
  }
}

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Creator: claude-world
Source: claude-world/director-mode-lite
Indexed by: OpenAgentSkill community index

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