Desenvolvimento

Generate a comprehensive, impact-framed brag-doc entry for a chosen time window (day, week, biweek, month, or custom). Pulls authored PRs, reviews given, commits, deploys, and linked tickets across GitHub, local git, and configured MCPs, then synthesises a themed narrative — leading with outcomes, quantifying impact, owning the work in first-person past tense, separating IC contributions from ampl

Computes development quality and velocity metrics from git history and tracks improvement over time. Measures fix ratios, rework hotspots, test coverage, DORA metrics, and code churn.

Audit government benefits and entitlement systems for fraud prevention, detection, and recovery capabilities. Assesses identity proofing (document verification, SSA cross-match, biometrics, NIST 800-63 IAL levels), synthetic and stolen identity detection, deceased and incarcerated person checks, duplicate applicant matching (fuzzy, probabilistic, Soundex/metaphone), cross-program and cross-jurisdi

Build, test, and debug Zorro Agent RL environments for Atropos training. Covers the ZorroAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes (serve/process/evaluate). Use when creating, reviewing, or fixing RL environments in the zorro-agent repo.

Review then build — chains architecture review into implementation. Accepts any spec format (ticket, PRD, engineering spec, feature description, screenshot) and autonomously reviews the design, resolves gaps, then implements with tests and a PR.

Post-commit gate. Invoke after every commit (right after /flagrare:staleness-audit). Checks whether a release is due, and if so, proposes a semver bump and a value-focused CHANGELOG entry modeled on Valve's Dota 2 patch notes — describing what the user gains, never what was refactored. Acts on approval.

Audit warehouse management system operations -- evaluate WMS platform architecture (Manhattan, Blue Yonder, SAP EWM, Korber, Infor), inbound receiving and ASN processing, putaway rules and cross-docking logic, picking strategy selection (discrete, batch, zone, wave, cluster, goods-to-person), inventory accuracy with cycle counting and RFID tracking, labor management with engineered standards and p

Generate and run load tests with k6, Locust, or Artillery. Auto-detects API framework, creates realistic user behavior flows (browsing, authenticated CRUD, search-heavy), runs ramp-up, sustained, spike, and stress test profiles with defined latency and error-rate thresholds, then produces a bottleneck analysis with optimization recommendations. Use when you need to benchmark API performance, find

Fix broken builds, type errors, or test failures with the smallest safe diff — no opportunistic refactors, no cleanup, no unrelated changes.

Audit environmental software for EPA reporting (CEDRI, NetDMR, RCRAInfo), Clean Air Act (Title V, NESHAP, CEMS, TRI), Clean Water Act (NPDES, SWPPP, SPCC), RCRA hazardous waste tracking (manifests, biennial reports), NEPA environmental impact assessment workflows, GHG reporting, and compliance calendar management. Use when reviewing environmental management systems, permit tracking, emissions moni

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Analyze defense maintenance and readiness systems — MRO optimization, mission capable rate tracking, reliability-centered maintenance (RCM), condition-based maintenance (CBM+), depot-level analytics, configuration management, and workforce planning. Audit weapon system sustainment software per MIL-STD-3034, AR 750-1, and DoD CBM+ frameworks.