Set up performance benchmarks and CodSpeed harness for a project.
Autonomous AI pentester for web apps and APIs.
Perform thorough code reviews with security, performance, and maintainability analysis.
sharp-edges
Generate .shellcheckrc configuration with appropriate rules, exclusions, and severity settings for shell script linting.
Use when an AI coding agent has fixed a bug or modified API/backend logic and you need to prevent the same class of bug from recurring…
Apply modern web development best practices for security, compatibility, and code quality.
Sets up eval-driven development (EDD) for an agent-assisted feature — define capability and regression evals before coding, grade them…
Runs a two-pass vulnerability scan on a snippet, file, or diff — a static pattern pass across fixed categories (injection, secrets, auth…
Hardens a feature against attack before or while it's built — threat-model trust boundaries with STRIDE, apply the Always/Ask-First/Never…
Reviews code for security vulnerabilities across Go, TypeScript, PHP, and infrastructure config.
Audits an agent harness's own configuration — CLAUDE.md, .claude/settings.json, MCP server configs, hooks, and agent definitions — for…
Drives development with tests written before implementation code, in Go, TypeScript, PHP, or any language.
Generates comprehensive unit, table-driven, and concurrency tests for a given function or module — happy paths, error paths, boundary…
Comprehensive web quality audit covering performance, accessibility, SEO, and best practices.
Disciplined diagnosis loop for hard bugs and performance regressions — builds a tight, red-capable feedback loop at the level the bug was…
It fixes the current repository until it's green. It detects the stack, runs tests, type checks, lint, and builds, fixes loop errors, and…
Pre-production audit that scans a codebase for security, database, deployment, code quality, AI/LLM, dependency, frontend, and…
Package and finalize completed work for delivery — use when a feature is done and ready to ship
The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping.
Manipulate numerical data, contingency tables, and statistical findings so that no individual or organization is identifiable in the…