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autonomous-loop
// Iterate until success or limit, composing existing skills with Jidoka integration
// Iterate until success or limit, composing existing skills with Jidoka integration
Generate and maintain BPMN 2.0 diagrams linked to Gherkin scenarios
Review code changes against hard rules and conventions
Research best-in-class products using Browser MCP and WebSearch
Audit Value Delivery compliance after PR push
Systematic debugging with MCP integration, auto-invoke from qa-commit, Phase 7 Harden
Capture patine (decision wisdom) at Gates when KO or challenge occurs
| name | autonomous-loop |
| description | Iterate until success or limit, composing existing skills with Jidoka integration |
Keep iterating until success without human intervention per attempt. Composes existing skills and respects Jidoka escalation.
| Param | Default | Description |
|---|---|---|
| max_iterations | 5 | Max attempts before pause |
| success_criteria | typecheck + lint + ReadLints clean | What defines success |
session-status skill for current stateOutput:
Entering autonomous loop. Max 5 iterations.
Current: [session-status header]
FOR iteration IN 1..max_iterations:
2.1: Execute current task action
- Implement changes per commit plan
- Run npm run typecheck
- Run npm run lint
2.2: Invoke pr-review skill
- If BLOCK: proceed to 2.4
- If PASS: proceed to 2.3
2.3: Invoke qa-commit skill
- If GREEN: proceed to 2.5
- If RED: proceed to 2.4
2.4: Invoke debug skill
- Debug skill checks Jidoka tier internally
- If Tier 2/3 escalation: EXIT loop, return JIDOKA
- If Tier 1 fix attempted: CONTINUE loop
2.5: Success checkpoint
- Log iteration as SUCCESS
- Proceed to next commit or EXIT if done
After each iteration, output:
## Iteration [N]/[max]
| Step | Skill | Result |
|------|-------|--------|
| Execute | (implementation) | [files changed] |
| Review | pr-review | PASS/BLOCK |
| Verify | qa-commit | GREEN/RED |
| Debug | debug | [if invoked] |
**Outcome:** [SUCCESS / CONTINUE / JIDOKA / MAX]
On loop exit, invoke session-status skill and output:
## Autonomous Loop Complete
**Exit reason:** [SUCCESS / JIDOKA / MAX / INTERRUPT]
**Iterations:** [N] of [max]
| Iter | Action | Result |
|------|--------|--------|
| 1 | [description] | [outcome] |
| 2 | [description] | [outcome] |
[session-status footer with next steps]
| Condition | Trigger | Result |
|---|---|---|
| SUCCESS | All checks pass, commit complete | Normal exit, proceed to next commit |
| JIDOKA | Tier 2/3 escalation triggered | Exit loop, present options to human |
| MAX | iteration >= max_iterations | Exit loop, report and wait for guidance |
| INTERRUPT | User sends message | Exit loop, respond to user |
Ralph Wiggum respects Jidoka escalation tiers:
| Tier | Ralph Behavior |
|---|---|
| Tier 1 (error_count < 3) | Continue autonomously, debug skill handles |
| Tier 2 (same error 3x) | EXIT loop, Jidoka presents options |
| Tier 3 (any error 5x) | EXIT loop, Jidoka requires human triage |
This skill composes:
session-status - Progress trackingpr-review - Technical validationqa-commit - QA contract verificationdebug - Error fixing with JidokaThis skill is invoked by:
agent.mdc when user requests autonomous modeTrigger with: "ralph mode", "keep going", "iterate until done"
| Tool | Purpose |
|---|---|
| Shell | npm run typecheck, npm run lint |
| ReadLints | IDE diagnostic errors |
| Grep | Pattern search in code |
| SemanticSearch | Find implementations |
| Read | Read file contents |
| StrReplace | Make code changes |
| Browser MCP | Visual verification (via qa-commit) |