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Development

Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.

Development

Short alias for vc-phase-loop. Use when the user invokes 'vcf:' for fully hands-off completion.

DevOps

Set up PostHog CI/CD pipelines with GitHub Actions: mocked unit tests, integration tests, and deployment annotations.

Data & AI

Route empirical-research requests to the right sub-skill: causal inference, econometrics, replication, manuscript writing, peer review, and more.

Development

Manages GitHub issue labels for priorities and statuses in user requests. Use it to set priority labels (critical, high, normal, low), apply status labels (backlog, human-review, etc.), and facilitate human review when the Integrator (EIA) escalates significant tasks.

Development

Push branch and create a PR with concise description and labels using git and gh.

DevOps

Execute emergency protocol reset when critical system integrity is compromised.

Development

Turn any GitHub repo, local folder, PR, or Obsidian vault into an interactive architecture map. Dependency graph, blast radius, security scan, and health score, all client-side.

Content

Removes AI patterns from academic manuscripts and funding proposals while preserving scholarly voice and evidence-based claims.

Documentation

Read-only assessment of whether claims in public docs (README, release notes, guides) are supported by evidence. Runs preflight, claim triage, and validation without executing commands or writing fixes.

Development

Update installed skills to match newer archive versions. Checks markers and diffs before overwriting.

Productivity

Analyzes job descriptions and generates tailored resumes highlighting relevant experience, skills, and achievements to maximize interview chances.