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Morphir Knowledge Base Manager
Documentation
Manages the Morphir knowledge base under kb/, including OKF bundles, concepts, decision records, SQLite indexing, and conformance checks.
Generate YouTube Thumbnail
Content
Renders a 1280x720 YouTube thumbnail from the brand design system via headless Chrome, with no external image model. Deterministic, fully local output.
Exa Reliability Patterns
Development
Implement Exa reliability patterns: circuit breakers, idempotency, and graceful degradation. For fault-tolerant Exa integrations.
Diagnosing Bugs
Development
A discipline for diagnosing hard bugs and performance regressions, focused on building a tight feedback loop to isolate and fix the root cause.
Scan Specific MCP Skill
Security
Scans a specific MCP skill by npm package name or GitHub URL for security threats, providing plain-language consequences.
Audit and Refresh Documentation
Documentation
Audit and refresh project documentation when explicitly requested.
Formal Lens Review
Development
Reviews PR diffs via fixed formal lenses (Category Theory, Type Theory, Operational Semantics), cross-verifies, then posts one consolidated comment.
Record Architecture Decisions
Documentation
Use this to create or modify architecture decision records (ADRs) following structured guidelines.
GitHub Copilot Core Skills Knowledge Base
Development
Consolidated knowledge base of 17 Copilot core skills covering identity, execution, security, memory, and orchestration.
CI Diagnostics & Repair
DevOps
Diagnose and fix CI failures in GitHub Actions and re-run jobs.
Kubernetes Operations
DevOps
Deep Kubernetes integration for deployments, debugging, and operations: run kubectl, analyze logs/events, generate and validate manifests, and debug cluster issues.
Fetch Source Code with opensrc
Development
Fetches dependency source code for AI agents to understand implementations, using opensrc tool. Caches repositories globally for efficient access.