The library

git-master · Atomic commits and complex history investigations when you need evidence-led git operations.

write-linkedin-post · Consistently publishing LinkedIn posts that match your brand when you have voice guidelines in a content studio.

write-opinion · Publishing thought leadership opinion pieces when you have voice guidelines and a defined audience.

techwolf-logo · When you need official, on-brand TechWolf logo files for any output.

init-deep · Generating comprehensive, hierarchical knowledge bases for agent systems with parallel discovery.

ab-test-setup · Validating product hypotheses with statistical rigor and measuring impact on business metrics.

refactor · Restructuring large code sections with safety guarantees via LSP, AST-Grep, and regression tests.

git-master · Maintaining clean commit history and enforcing conventional-commit discipline across branches.

understand-diff · Analyzing code diffs to understand what changed and its graph-based impact zone.

understand-explain · Explaining code concepts to humans using graph-derived semantic connections.

understand-onboard · Mapping large codebases when architecture documentation is stale or nonexistent.

ai-native-cli · Command-line tools that AI agents will invoke without human-in-the-loop monitoring.

ai-seo · Content creators wanting to appear in AI-generated answers without building links manually.

aphorisms · description: Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.

app-store-changelog · When you need to turn raw git history into polished App Store copy focused on user benefit, not features.

tdmcp-feature-discovery · When you want a prioritized feature backlog that reconciles roadmap, competitive gaps, and user ask without committing to build.

architecture-decision-records · When you need to document hard architectural decisions and keep the reasoning discoverable over project lifetime.

art · When you need quick visual asset generation aligned to a design brief without manual design work.

article-writing · When you want to quickly draft substantive content on a technical topic without starting from blank page.

astro-core · Aligning rendering (SSG/SSR/hybrid + server islands) and content across an Astro site

astro-orchestrator · Dispatching Astro work to correct specialist (framework/core/wiki-publisher/creative-frontend)

after_skill · Automating post-work tasks like syncing, cleanup, or notifications

carthage-env · When onboarding into a Carthage sandbox environment to understand mount scopes and permission model.

get-qodo-rules · When team coding rules must be enforced before code generation without manual rule lookup per task.

autoresearch · When running overnight experiment loops with strict keep-or-discard decisions on single-variable changes.

avoid-ai-writing · When scrubbing AI-isms from published prose before releasing to avoid machine-generated tell-signs.

backend-skill · When domain-specific guidance is required.

awwwards-ui-skills · When domain-specific guidance is required.

backend-architecture-core · When domain-specific guidance is required.

crate-pr · When domain-specific guidance is required.

backend-architecture-orchestrator · Routing backend work when the specific concern (REST design, testing, deployment) is not yet named.

use-native-credential-proxy · Simple .env-based credentials for users avoiding OneCLI vault while keeping authentication straightforward.

blockchain-web3-core · Loading plugins or optional modules at runtime when keeping main bundle size small is a priority.

slack-formatting · Extracting and reshaping structured data when declarative SQL is clearer than imperative transformation code.

welcome · Validating API contracts before integration when declarative assertions are clearer than manual curl testing.

whatsapp-formatting · Real-time group messaging where tagged recipients need push notifications

browser-automation-core · Deciding which browser/UI automation spoke to invoke

astropy · Astronomy research when specialized units + coordinates matter

validate-pr · Pre-merge verification when maintainer review unavailable

browser · One-shot diagnostics and deployment verification

building-native-ui · Performance-critical UIs where web is too slow

new-command · When adding new CLI subcommands to Lumen that follow register pattern, need offline operation, and must pass TypeScript type-checking.

calling-frontend-from-tauri-rust · When you need high-throughput or low-latency Rust-to-frontend communication beyond the basic event system.

tdmcp-cookbook-examples · When learning patterns and recipes for building tools with the TDMCP framework.

investigation-memo · When documenting research investigations with structured evidence linking and memo generation.

calling-rust-from-tauri-frontend · When you need the frontend to invoke Rust commands with callbacks and handle async results in the webview.

tangyi-agent-skill · When you need specialized domain expertise from the Tangyi agent skill ecosystem.

consciousness-council · Complex decisions needing genuine cognitive diversity, not false consensus.

02-provider-unit-internal-skill · Pre-submission validation of skill topology contracts.

cisco-ios-patterns · Validating IOS config changes before deployment to prevent lockouts.