skills.sh
AvailableUniversal skill installation, including Claude Code and Codex.
npx skills add https://github.com/ulpi-io/skills-autonomous-engineering --skill autonomous-pipelineautonomous-pipeline
Runs the complete engineering lifecycle once, behind one plan approval, with durable phase gates and a verified findings register.
WORKFLOW / 05/autonomous-pipeline <feature request to take from idea to shipped> (or 'resume' to continue a run)
- 01
Capture the request, phase selection, branch, budget, mode, and checkpoint.
- 02
Define and plan, then pause for the single plan approval.
- 03
Run build, simplify, test, review, performance, ship preparation, learn, and map once.
- 04
Carry blocked phase evidence forward without fabricating a green handoff.
- 05
Verify the open register and return next-move choices instead of auto-recursing.
▸ operating envelope
Use it deliberately.
The shortest useful definition of where this skill helps—and where it should stay out of the way.
Use when
- A substantial request should move from idea through ship preparation in one autonomous run.
- The user wants one plan approval rather than manually invoking every phase.
- A long multi-phase run needs exact resume and honest downstream accounting.
Do not use when
- Only one phase or a quick edit is needed.
- The user has not explicitly requested a broad autonomous run.
- You intend to recursively fix the pipeline’s own final findings without a new user decision.
▸ output contract
What must be true when it stops.
Produces
- Per-phase gate and specialist-routing register
- Integrated validation result and ship-preparation artifacts
- Verified open-findings register with user-owned next moves
- .ulpi/runs/<id>.json pipeline checkpoint and status command
Guarantees
- Plan approval is the only blanket approval; surprises and irreversibles still stop.
- The lifecycle makes one forward pass and never recursively fixes itself.
- Every phase gate records met, blocked, or skipped.
- A blocked phase cannot be represented as done to keep downstream work moving.
- Pipeline- and phase-level budgets bound the whole run.
- A durable checkpoint resumes at the exact unfinished phase and unit.
Honest failure states
- blocked — a phase missed its gate and remains resumable
- skipped — the configured run intentionally omitted a phase
- needs_attention — findings or irreversible work require the user
- budget_exhausted — the whole-run ceiling fired before completion
▸ enforcement
Know which claims are executable.
Scripts are linked when this skill owns deterministic machinery. The remaining rules are explicit operating contracts and must not be marketed as hooks.
▸ install and invoke
One skill, three honest surfaces.
Claude Code plugin
AvailableInstall the full plugin, then invoke /autonomous-pipeline or let routing select it from context.
Codex plugin
Work in progressA work in progress on the codex-native-plugin branch — build it, start a new session, then invoke $autonomous-engineering:autonomous-pipeline.
▶ run the whole lifecycle
One invocation. One plan approval. One bounded pass.
CClaude Code
/autonomous-pipeline "<feature>"Run after installing the marketplace plugin. The plan is the one broad approval; surprises still stop.
XCodex plugin
$autonomous-engineering:autonomous-pipeline "<feature>"Work in progress on the codex-native-plugin branch: build it from source, start a new session, then run. Missing capability and verification failures stay explicit.
▸ composes with