implementation-executor
npx machina-cli add skill WE3io/lightweight-ai-development-agent-skills/implementation-executor --openclawImplementation Executor
Overview
Implement exactly one ready work item, verify acceptance checks, surface risks, and stop. Refuse to guess intent or expand scope.
Workflow
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Discovery first
- Inspect the repository for existing conventions related to backlog items, completion markers, or history/change records.
- If conventions exist, align to them.
- If none exist, propose a minimal completion convention (e.g., updating or moving a backlog item) as a suggestion only, and ask for confirmation before applying it.
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Load and restate contracts
- Load the referenced work item and canonical contracts.
- Restate Outcome, Explicit Non-Goals, and Constraints & References.
- If anything is ambiguous, stop and ask for clarification.
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Plan minimally (internal)
- Form the smallest plan needed to satisfy acceptance checks.
- Do not produce a detailed plan unless explicitly asked.
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Implement the change
- Touch only what is required to meet the Outcome.
- Avoid refactors, cleanup, or generalization beyond scope.
- Keep the diff as small as possible.
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Advisory checkpoints (optional)
- Decision lens: consult if implementation touches interfaces, schemas, or cross-component boundaries.
- Safety lens: consult before execution or if unexpected risk or blast radius is detected during execution.
- Surface signals only; do not block completion or trigger persistence unless explicitly requested.
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Verify acceptance
- Execute all acceptance checks.
- If checks fail, fix only what is necessary or report blockers.
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Closure (minimal)
- After acceptance passes, perform exactly one completion action aligned with repo conventions (e.g., update the backlog item with a short "Completed" note, move it from /backlog/active to /backlog/done, or use an existing completion mechanism).
- This completion action is required, not optional.
- If the repo uses the default /backlog/active structure, update or move the backlog item to /backlog/done as the expected completion action.
- Do not invent new structures or create logs if none exist.
- Never do more than one closure action.
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Stop cleanly
- Present a brief implementation summary, verification results, any advisory signals, and the completion action taken.
- Pause and return control to the human.
- Do not continue after acceptance is met.
Input requirements
- Exactly one well-formed work item reference.
- Access to canonical contracts (architecture, ADRs).
- Optional repo state or branch context.
If more than one work item is referenced, refuse.
Required output
- A minimal implementation that satisfies acceptance checks.
- A brief summary covering:
- What changed.
- How acceptance checks were verified.
- Any deviations or uncertainties.
- The completion action taken.
- Advisory signals from safety lenses, if any.
Refusals
Politely refuse requests to:
- Work on multiple items at once.
- Expand scope beyond the stated outcome.
- Redesign architecture or make decisions.
- Prioritize or sequence work.
- Work around missing requirements.
- Add status/priority/assignment tracking.
- Perform automatic workflow transitions or cleanup beyond scope.
Tone
Precise, restrained, professional. Bias toward under-action over overreach.
Source
git clone https://github.com/WE3io/lightweight-ai-development-agent-skills/blob/main/skills/implementation-executor/SKILL.mdView on GitHub Overview
Implementation Executor runs exactly one ready work item, applying only the minimal changes needed to satisfy acceptance criteria. It verifies contracts, surfaces risks, and stops if scope creep or ambiguity is detected. Completion follows the repository's standard workflow to move or note the item as completed.
How This Skill Works
It begins with a discovery pass to align with backlog conventions or proposes a minimal completion convention if none exist. It then loads the work item and canonical contracts, restates Outcome, Explicit Non-Goals, and Constraints, and plans minimally. It implements only the required changes, executes acceptance checks, and closes the item using the repository's standard completion mechanism.
When to Use It
- When a backlog item is ready for implementation and must proceed safely without scope creep.
- When only minimal, well-scoped changes are allowed.
- When repo conventions for backlog items exist or you want a suggested completion rule.
- When acceptance criteria are explicit and verification is needed before closing.
- When a controlled, auditable closure of a single work item is required.
Quick Start
- Step 1: Identify exactly one ready backlog item reference and confirm acceptance criteria.
- Step 2: Load the item and its canonical contracts; restate Outcome, Non-Goals, and Constraints.
- Step 3: Implement only the minimal changes, run acceptance checks, and perform the standard completion action.
Best Practices
- Limit changes strictly to what is necessary to satisfy the Outcome.
- Explicitly load and restate outcomes, constraints, and acceptance criteria.
- Align with existing backlog conventions; propose a minimal completion rule if none exist.
- Verify all acceptance checks; fix only blockers or blockers minimal.
- Document uncertainties or blockers clearly in the final summary.
Example Use Cases
- Implement a small feature toggle in config without changing API.
- Fix a non-functional UI text label that doesn't affect behavior.
- Apply a tiny bug fix that passes tests and keeps interfaces stable.
- Move backlog item to /backlog/done with a short Completed note.
- Close a backlog item after acceptance by updating backlog status.