Setup & Installation
Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:
What This Skill Does
Structured workflow for development tasks requiring repeatable steps and quality gates. Takes a desired outcome, constraints, and available artifacts, then returns a risk-ranked action plan with acceptance criteria and fallbacks. Designed primarily for bug triage and converting messy notes into production-ready plans.
Forces explicit success criteria and fallback plans upfront, reducing ad-hoc debugging cycles that skip quality gates.
When to use it
- Triaging a production bug with unclear root cause
- Converting incident notes into a structured action plan
- Prioritizing fixes by risk before a deployment
- Breaking a vague task into checkpointed execution steps
- Writing a rollback plan for a high-risk change
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Help me triage a login service crash affecting 20% of users in production
- 1Defines measurable success criteria (error rate below 0.1%) and failure criteria (data loss, extended downtime)
- 2Identifies the smallest-valid repro path using provided logs and code artifacts
- 3Ranks findings by impact and flags high-risk changes as requiring reversible steps
- 4Produces a two-horizon action plan: today (hotfix) and this week (root cause fix)
- 5Returns exact commands, rollback steps, risk mitigations, and owner assignments with ETAs
Risk-ranked action plan with acceptance checks, fallback commands, and assigned next steps