The library

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.

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.

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.

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

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.

apple-hig-expert · When you need authoritative compliance with Apple's 2026 design system and accessibility standards.

revenue_attribution.skill · When evaluating which marketing campaigns actually drive client acquisition and transaction revenue.

healthcare-cdss-patterns · When building medication safety checks that must block critical interactions and never silently fail.

atlassian-admin · When onboarding/offboarding users and managing org-wide Atlassian governance and access control.

healthcare-core · When defining the interlocking safety and privacy rules that every healthcare feature must follow.

atlassian-templates · When you need org-wide consistency and want to accelerate content creation with validated templates.

healthcare-emr-patterns · When building patient encounter, clinical note, or prescription features that must prioritize practitioner efficiency and patient safety.

microsoft-sentinel-asim-skill · When centralizing security logs from multiple sources and need vendor-agnostic querying.

healthcare-eval-harness · When you need automated safety gates that block deploys on critical failures and prevent regression.

aws-solution-architect · When architecting cloud infrastructure that balances performance, cost, and regulatory compliance.

healthcare-orchestrator · When working on healthcare systems and need to ensure every feature follows safety and privacy guardrails.

azure-cloud-architect · When architecting on Microsoft Azure and need platform-specific guidance on services, sizing, and cost.

healthcare-phi-compliance · When you need to handle patient health information and must ensure HIPAA/DISHA/GDPR compliance.

behuman · When you need to generate conversational AI responses that feel natural and contextually appropriate.

Manage constraints with awareness of async creation · When you need data integrity constraints in systems with asynchronous, concurrent writes.

healthcheck · Harden agent gateway hosts before exposing to untrusted networks without reinitializing the entire infrastructure.

board-deck-builder · Build investor decks faster by enforcing narrative structure and section ownership across C-suite roles.

hexagonal-architecture · Refactor tightly coupled code or build systems where persistence and transport must be swapped without rewriting business logic.