chain-spec-risk-metrics

SKILL.md

This skill helps you create comprehensive plans for high-stakes initiatives by chaining together three critical components: clear specifications, proactive risk analysis, and measurable success metrics. It ensures initiatives are well-defined, risks are anticipated and mitigated, and progress can be objectively tracked.

Chain Spec Risk Metrics is a meta-skill that combines three complementary techniques into a comprehensive planning artifact:

Quick example: Initiative: Migrate monolith to microservices Spec: Decompose into 5 services (auth, user, order, inventory, payment), API gateway, shared data patterns Risks: Data consistency issues between services (High) → Implement saga pattern with compensation

Use when planning high-stakes initiatives (migrations, launches, strategic changes) that require clear specifications, proactive risk identification (premortem/register), and measurable success criteria. Invoke when user mentions "plan this migration", "launch strategy", "implementation roadmap", "what could go wrong", "how do we measure success", or when high-impact decisions need comprehensive planning with risk mitigation and instrumentation. Source: lyndonkl/claude.

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