Desenvolvimento

Review SQL for business logic correctness, semantic drift, aggregation risk, and silent definition changes.

Audit workplace safety compliance systems for OSHA regulatory gap analysis, inspection readiness assessment, permit-to-work management, lockout/tagout program compliance, confined space entry procedures, and electrical safety evaluation. Use when reviewing EHS platforms, safety management software, permit systems, industrial hygiene tools, or compliance tracking against OSHA 29 CFR 1910/1926, NFPA

Detect project stack and generate production-ready multi-stage Dockerfiles with compose services, .dockerignore, non-root users, health checks, layer caching, and optional dev hot-reload profiles

Use when a CI pipeline fails to extract the actual error from thousands of lines of logs.

Supply chain investigation, evidence recovery, and forensic analysis for GitHub repositories. Covers deleted commit recovery, force-push detection, IOC extraction, multi-source evidence collection, hypothesis formation/validation, and structured forensic reporting. Inspired by RAPTOR's 1800+ line OSS Forensics system.

Pre-commit audit. Invoke before every git commit. Diffs the staged change against the repo's "canaries" (README, decision log, roadmap, public API, doc comments, release notes, test discipline) and surfaces anything that's drifted out of sync. Updates the obvious drifts in place; flags judgement calls for the operator.

Audit game level design systems and procedural generation -- BSP room subdivision, Wave Function Collapse tile placement, cellular automata cave generation, Perlin noise terrain, chunk stitching, seed determinism, difficulty scaling curves, pacing rhythm (tension/rest analysis), navigation mesh quality (A*, flow fields, off-mesh links), spawn point distribution and fairness, collectible placement,

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

Validate the entire skills registry — scan all SKILL.md files for frontmatter correctness, check category READMEs are current, detect duplicate skill names, find broken cross-references, compute per-skill quality scores, and optionally auto-fix mismatches and missing READMEs

Evaluate physical therapy personalization and adaptive treatment systems. Analyzes exercise recommendation algorithms (rules-based, collaborative filtering, protocol-driven), contraindication enforcement and safety checks, difficulty progression logic (multi-parameter advancement with regression pathways), patient compliance prediction models, home exercise program (HEP) generation and delivery wo

Audit any product from a Customer Success Manager perspective -- evaluate onboarding flow completeness, self-service help infrastructure, customer health signal tracking, support channel accessibility, expansion and retention triggers, and customer communication systems. Covers first-run experience, time-to-value measurement, tooltip and contextual help coverage, analytics event tracking (Mixpanel

Use at the beginning of a new task. Ensures you fully understand the requirements, boundaries, and acceptance criteria before writing code.