The library

git-pr-ops-core · When choosing between PR, branch, merge, or CI/CD patterns

ab-test-setup · When quantifying feature impact before full rollout

cloudrun-development · When agent deployment fails and root cause is unclear

git-pr-ops-orchestrator · When the choice of bundler, runtime, or framework needs alignment

data-model-creation · When defining schemas for NoSQL or relational storage

git-workflow · When coordinating multi-developer repos with automated checks

adversarial-reviewer · Catching production-breaking bugs and maintainability issues that self-review and agreeable LLMs miss

http-api-cloudbase · Non-Node backends and integration tests calling CloudBase features (database, functions, storage) without SDKs

spectral-data-skill · Harmonizing spectral libraries across USGS, ASTER, EMIT, and ECOSTRESS for machine learning or geophysics

github-next-wave-orchestrator · Delivery orchestration from stalled or high-context repositories where a human decision-maker needs status + prioritized next batch to review

aeo · B2B SaaS, healthcare, finance, and technical content where facts drive LLM citation and breaking top-10 Google results

miniprogram-development · Chinese mobile app distribution where native app store upload is slow; CloudBase mini programs for serverless mobile backends

state-management-skill · Refactoring stale state models before major UI rewrites to avoid silent data loss

github-ops · Community-driven open-source projects needing continuous triage, CI reliability, and contributor experience management

cloudbase-document-database-web-sdk · Browser-side document CRUD with complex queries, pagination, aggregation, realtime, and geolocation when identity/permissions are first-class

github · Quick CI status checks, PR merge readiness audits, and API queries beyond web UI

agent-protocol · Board meetings and C-suite coordination where multiple roles need to cross-pollinate views without groupthink or circular reasoning

cloudbase-document-database-in-wechat-miniprogram · When building WeChat Mini Program apps needing NoSQL data access with `wx.cloud.database()`.

golang-patterns · When writing new Go code or refactoring existing Go projects.

agent-workflow-designer · When architecting multi-step agent pipelines with specialist agents and explicit boundaries.

ops-inspector · When troubleshooting CloudBase errors or running comprehensive environment health checks.

golang-testing · When implementing TDD in Go with comprehensive test coverage and benchmarks.

agenthub · When you want multiple AI approaches tried in parallel with competitive evaluation.

relational-database-mcp-cloudbase · When agents need to query, modify, or manage MySQL instances through MCP tools.

google-official-seo-guide · When improving SEO, implementing structured data, or fixing indexing issues.

agile-product-owner · When writing user stories, defining acceptance criteria, or planning sprints.

relational-database-web-cloudbase · Web apps requiring browser-side CloudBase database access without backend wiring.

google-workspace-ops · Consolidating or cleaning shared docs across teams without raw API calls.

ai-act-readiness · EU-bound AI systems needing Article 113 compliance refresh or Article 51 systemic-risk eval.

spec-workflow · Multi-module architecture-heavy changes requiring explicit design before coding.

gpt-image-2 · Text-to-image/i2i workflows leveraging ChatGPT subscription without separate OpenAI billing.

ai-security · LLM agents or classifiers needing ATLAS-mapped vulnerability assessment pre-deployment.

ui-design · Web/mini-program interfaces needing distinctive visual identity pre-code.

gram-cli · Publication asset collection pipelines harvesting Instagram content without raw API.

web-development · Engineering-phase web work where visual intent is fixed and scope well-defined.

growth-content-core · Content teams needing consistent buyer-stage routing without campaign contradictions.

aims-audit · AI systems needing pre-deployment safety and compliance validation.

cloudbase · Applications requiring rapid CloudBase integration without manual setup.

growth-content-orchestrator · Growth campaigns requiring coordinated content across research/copywriting/ads spokes.

cloudbase-all-in-one · Fast CloudBase onboarding without manual service-by-service wiring.

growth-sales-cro-core · Sales/CRO teams needing disciplined testing without conflicting experiments.

andreessen · Early-stage deal evaluation using canonical venture assessment frameworks.

growth-sales-cro-orchestrator · Complex sales funnels requiring multi-stage CRO coordination.

ChatGPT-Mobile-Knowledge-Feed.skill · Mobile apps requiring AI-powered personalized content feeds.

growth-seo-core · Content teams building searchable assets with SEO-first keyword selection.

api-test-suite-builder · API services needing rapid test coverage generation without manual test writing.

growth-seo-orchestrator · When user wants to rank or improve search visibility but hasn't specified whether they need keyword research, content audit, or technical SEO.

app-store-optimization · When launching a new app or improving visibility on App Store/Play Store with keyword-driven optimization.

2026-05-18-pr-38-add-post-deploy-report-skill · When you need a persistent, auditable record of what was built, why, and quality signals from each change.

gsap-awwwards-website · When building an Awwwards-grade product landing page with smooth scroll-driven animations.