Applies a canonical 7-point meta-cognitive reasoning process (Discovery, Deconstruct, Diagnose, Develop, Deliver, Design, Debrief) to complex decisions. Produces structured outputs: answer, confidence score, and explicit caveats, plus verification checks and acceptance criteria. Useful for engineering tradeoffs, design decisions, and multi-factor analysis.
Use when a problem has multiple dependencies, tradeoffs, or unknowns and you need transparent confidence and rationale. Skip for simple fact queries or low-risk direct answers. Ideal for architecture decisions, policy choices, project scoping, and high-impact recommendations.
Inferred: Claude-style and other agents that support structured prompting and internal reasoning workflows (eg. Claude, Copilot/Code assistants, Cursor).
This skill has not been reviewed by our automated audit pipeline yet.
Load Context
Ensure an agent loads the most current execution context and prep steps (bootstrap, docs, tools) before planning or acting.
Rosetta Testing Specialist
Expert guidance for writing isolated, idempotent tests with 80%+ coverage and strict external-only mocking.
Solr Semantic Search Expert
Implement phrase-tagging semantic search in Apache Solr 9.x using concept tagging, taxonomies, and graph-based path resolution.
Subagent Contract
Defines the operational contract, boundaries, and escalation protocols for spawned subagents.
Sensitive Data Protection
Critical security skill for identifying, masking, and protecting PII, API keys, and other sensitive credentials during AI agent operations.