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review-implement
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.
cdn
Configure a CDN with optimized caching, SSL/TLS, security headers, and cache invalidation — auto-detects hosting provider and app type, generates CloudFront, Cloudflare, or Vercel config with per-content-type cache rules, edge functions, and compression. Use when deploying a static site, SPA, SSR app, or adding a CDN layer to an existing API.
colab-video-pipeline
Use this skill when running or maintaining the Jiang Lens Google Colab video pipeline for YouTube download, diarization, transcription, Drive sync, or Playwright-based Colab automation. Requires the project Drive folder named jianglens and never commits cookies, browser profiles, tokens, or downloaded media.
azimuth
Decision-quality pre-commitment analysis for initiative-level go/no-go calls with meaningful downside and limited reversibility — launches, rewrites, key hires, partnerships, strategic bets, timelines. Invoke when the user explicitly asks to pressure test, validate, or evaluate such a decision (e.g. 'should we do this,' 'pressure test,' 'go/no-go,' 'are we ready'). Do NOT invoke for routine code r
interaction-cooper
交互设计总监(Alan Cooper 思维模型)。当需要设计用户流程和导航、定义目标用户画像(Persona)、选择交互模式、从用户角度排序功能优先级时使用。
release-check
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.
code-architecture-map
Build a compact architecture map of a repository using CGC, Semble, rg, and source reads.
developer-advocate
Activates DeveloperAdvocate for developer relations strategy, technical content, and community growth. Use when you need a developer onboarding documentation plan, technical blog post or tutorial writing, developer community growth strategy, conference talk abstract and structure, or a DevRel metrics framework to measure community health and developer activation.
warehouse-ops
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
load-test
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
build-fix-minimal-diff
Fix broken builds, type errors, or test failures with the smallest safe diff — no opportunistic refactors, no cleanup, no unrelated changes.
environmental-compliance
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