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Hybrid DAG execution primitive combining deterministic and agentic nodes with hard iteration caps
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Based on SOC occupation classification
| id | blueprint-engine |
| name | blueprint-engine |
| type | skill |
| version | 1.0.0 |
| created | 20/03/2026 |
| modified | 20/03/2026 |
| status | active |
| description | Hybrid DAG execution primitive combining deterministic and agentic nodes with hard iteration caps |
| context | fork |
Inspired by Stripe Minions: deterministic scaffolding + bounded agentic intelligence. Hard caps are non-advisory — they are enforced by iteration-counter.py.
Commands executed directly with no iteration cost:
git-branch — git checkout -b minion/{task-id}git-commit — git add -A && git commit -m "minion: {message}"git-push — git push -u origin HEADcreate-pr — gh pr create --title "minion: {task}" --body "{template}" --label "minion-generated"lint — pnpm turbo run linttype-check — pnpm turbo run type-checktest — pnpm turbo run testcircular-deps-check — pnpm turbo run lint (includes circular dep detection)system-supervisor-quick-audit — read .claude/memory/current-state.md + grep for violations (deterministic)execution-guardian-check — evaluate risk level from task keywords (deterministic mapping)implement — Implement the requested feature. Cap: 1 pass onlyreproduce-bug — Write a failing test that reproduces the bug. Cap: 1 pass onlyimplement-fix — Fix the reproduced bug. Cap: 1 pass onlyimplement-migration — Execute a database or code migration. Cap: 1 pass onlyimplement-refactor — Refactor per system supervisor audit findings. Cap: 1 pass onlyfix-ci — Fix CI/test failures. Cap: 2 rounds maximumfix-lint — Fix non-auto-fixable lint errors. Cap: 1 round maximum| Node | Cap |
|---|---|
implement | 1 pass |
reproduce-bug | 1 pass |
implement-fix | 1 pass |
implement-migration | 1 pass |
implement-refactor | 1 pass |
fix-ci | 2 rounds |
fix-lint | 1 round |
| Total agentic per blueprint | 3 max |
When any cap is reached → output BLUEPRINT_ESCALATION block, halt, write to .claude/memory/current-state.md, stop.
These are applied automatically before any agentic node. They do NOT count against caps:
| Error Pattern | Auto-Fix Command |
|---|---|
Cannot find module | pnpm install |
ModuleNotFoundError | uv sync |
| Auto-fixable ESLint errors | pnpm turbo run lint -- --fix |
| Auto-fixable Python lint | uv run ruff check src/ --fix |
| Missing type stubs | pnpm add -D @types/{package} |
When a cap is reached or a blocking error occurs, output this exact block and halt:
BLUEPRINT_ESCALATION
task_id: {id}
node: {failing-node}
iteration: {n}/{max}
reason: {what failed in one line}
evidence: {last 5 lines of error output}
next_action: Human review required — do not retry automatically
Then write to .claude/memory/current-state.md:
## Minion Escalation — {DD/MM/YYYY HH:MM AEST}
task_id: {id}
status: ESCALATED
node: {failing-node}
reason: {reason}
.claude/data/minion-state.json.create-pr.node-type → node-type → [optional-node] → node-type
Brackets [...] indicate conditional nodes (only executed if the preceding deterministic check fails).
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