skills/runbook/SKILL.md
This skill should be used when the user asks to "create a runbook", "set up an autonomous loop", "implement this feature on a loop", "build this out autonomously", "start a hardening pass", "run a refactoring loop", "start a research sweep", "focus on X and loop", "runbook", "set up a cron loop", or when the user wants to decompose a task, initiative, or project into a steerable autonomous workflow. Also triggers on: FOCUS.md, autonomous loop, or any request to set up recurring agent-driven work — whether building, implementing, hardening, refactoring, or exploring.
npx skillsauth add synapseradio/ai-skills runbookInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Facilitate a structured alignment conversation, then produce the artifacts that seed an autonomous loop. The conversation surfaces intent; the artifacts encode it for unattended execution.
Track progress through alignment, gate check, seeding, and deployment using available task tracking tools.
Phase 1 — Alignment. Open-ended dialogue to decompose the user's intent into a concrete lens: what the loop looks for, what authority it consults, what scope it covers, what behavioral boundaries apply, and what success looks like. Actively probe for risks and no-gos.
Phase 2 — Seeding. Enter plan mode. Write the complete runbook artifacts (FOCUS.md, TASKS.md, LEARNINGS.md, loop prompt) into the plan file as a self-contained execution spec. Exit plan mode for user review. The plan must stand alone — a fresh session reads it and creates the files mechanically, with no alignment context.
Load references only when the current phase needs them.
| Phase | Load | Do NOT Load |
|-------|------|-------------|
| Alignment | references/alignment-guide.md | seeding-guide, loop-prompt, checklist |
| Gate check | references/checklist.md | alignment-guide, seeding-guide |
| Seeding | references/seeding-guide.md, references/loop-prompt.md | alignment-guide, checklist |
Load references/alignment-guide.md and follow its protocol.
The alignment conversation surfaces seven elements:
The alignment conversation also surfaces behavioral exclusions (no-gos) and risks as part of the scope and decomposition discussion. These are not separate elements — they emerge naturally from probing scope boundaries and hidden risks.
Use inline visualizations, scope diagrams, and AskUserQuestion for structured choices. Decompose vague intent into specific, testable goals.
Most work is a tight loop: one lens, one scope, grind until converged. This is the default.
Recursive decomposition is opt-in, for work that has independent sub-problems benefiting from separate lenses. When selected, the parent FOCUS.md seeds child FOCUS.md files, each scoped tighter. Children report outcomes upward via LEARNINGS.md. The parent aggregates.
Only propose recursive mode when the problem's structure demands it.
Apply all three, in order:
references/checklist.md. Validate every gate.
Present pass/fail to the user.Load references/seeding-guide.md and references/loop-prompt.md.
Before entering plan mode, ask the user for:
Enter plan mode. Write the plan file following the structure in
references/seeding-guide.md. The plan file contains:
| Section | Content |
|---------|---------|
| Context | Why this loop exists — motivation and intended outcome |
| FOCUS.md → path | Complete FOCUS.md with all sections populated |
| TASKS.md → path | Empty board skeleton |
| LEARNINGS.md → path | Empty structured memory |
| Loop prompt | Complete prompt from references/loop-prompt.md |
| Deployment | User's chosen deployment method |
Exit plan mode for user review.
Nothing from the alignment conversation survives as conversational residue in the plan. The plan reads as if written by someone who already knew the requirements.
references/alignment-guide.md — Conversation protocol for Phase 1:
decomposition techniques, question patterns, visualization approachesreferences/checklist.md — Structured gate validating alignment
completeness before seedingreferences/seeding-guide.md — Artifact templates and production
instructions for FOCUS.md, TASKS.md, LEARNINGS.mdreferences/loop-prompt.md — The autonomous loop prompt template,
customizable per runbooktools
Turn a problem inside out to reveal hidden structure
testing
Verify epistemic integrity by aligning claims with evidence
tools
Combine viewpoints into coherent whole
tools
Generate and filter ideas into vetted options