Carry an approved task through to working, verified code.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Execute
Use this skill when the work is understood and the job is to build it.
This is the canonical execution workflow. `autopilot`, `ralph`, `ultragoal`,
`ultrapilot`, `pipeline`, and `swarm` route here.
## Goal
Take a task from agreed intent to working code, with evidence that it works.
## Workflow
1. Confirm the task is clear enough to build. If it is not, plan first.
2. Break the work into independent units; run genuinely independent units in parallel.
3. Implement the smallest correct change per unit, reusing existing utilities and patterns.
4. Verify as you go, not only at the end.
5. Report what changed, what was verified, and what remains.
## Scale
Match the machinery to the task:
- **Single unit** — implement directly, verify, done.
- **Several independent units** — delegate to `executor` agents in parallel.
- **Long-running or unbounded** — keep a durable task list and continue until the list is empty.
- **Needs coordinated parallel workers** — use `team`.
Do not spin up coordination for work that one focused pass would finish.
## Rules
- Prefer deletion over addition when behavior is preserved.
- Do not add dependencies without an explicit request.
…
The line at the top of this page pins the label git:20260906.bface5c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_q4kyjggf2yemjer5
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/execute
GET https://markdownregistry.com/api/v1/blob/7d7fdc3be106267882eaba73c4a8250012633a753cf14921d66c51aa1ddcf768
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/audit/SKILL.md · Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline. Audits a window of recent commits for…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/deploy-receipt/SKILL.md · Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline at the deploy seam. A merge into a branch…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/gateguard/SKILL.md · Enforces Law 1 (Research Before Executing) of the 7 Laws of AI Agent Discipline. Fact-forcing gate that blocks…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/goal-monitor/SKILL.md · Enforces Law 2 (Plan Is Sacred) of the 7 Laws of AI Agent Discipline. Detects when a session has drifted away from its…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/grill-me/SKILL.md · Enforces Law 1 (Research Before Executing) of the 7 Laws of AI Agent Discipline. Interview the user relentlessly about…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/grill-with-docs/SKILL.md · Enforces Law 1 (Research Before Executing) and Law 7 (Learn From Every Session) of the 7 Laws of AI Agent Discipline…
naimkatiman/continuous-improvement · plugins/continuous-improvement/skills/handoff/SKILL.md · Enforces Law 5 (Reflect After Every Session) of the 7 Laws of AI Agent Discipline. Compact the current conversation…
alirezarezvani/claude-skills · c-level-agents/skills/execute/SKILL.md · Use for /c-level-agents:execute, or to turn an approved decision into a 90-day plan with weekly milestones and owners.
zaxbyhub/opencode-swarm · .claude/skills/execute/SKILL.md · Claude Code adapter for MODE: EXECUTE. Delegates to the canonical opencode-swarm execution protocol.
josstei/maestro-orchestrate · antigravity/skills/execute/SKILL.md · Execute an approved Maestro implementation plan using the shared session-state contract
josstei/maestro-orchestrate · plugins/maestro/skills/execute/SKILL.md · Execute an approved Maestro implementation plan using the shared session-state contract