The library

systems-languages-orchestrator · When starting a systems-language task and need to pick the right skill without manual orchestration.

scrum-master · When forecasting sprint capacity with confidence intervals or diagnosing team health across 6 weighted dimensions.

architect · When enforcing architectural consistency and preventing drift in agent-driven codebases.

security-guidance · When designing secure systems or conducting threat assessments for compliance.

tauri-core · When building performant, secure desktop apps with Rust backend and web UI.

sdk · When you need maintainable, type-safe SDKs across multiple languages from a single source.

tauri-orchestrator · When building complex multi-window Tauri apps with shared state and coordinated IPC.

self-eval · When analyzing agent performance to identify missing capabilities and plan skill development.

claude-omakase · When you want AI-curated recommendations with human-like taste and context awareness.

self-improving-agent · When building agents that improve automatically by learning from task failures and refining their own instructions.

apollo · B2B founder sourcing and recruiter workflows where free alternatives lack enrichment depth.

tdd-workflow · Mission-critical code where regression risk outweighs speed, or when team coverage culture is weak.

clawhub · Distributing reusable agent skills across teams and CI/CD pipelines with version guarantees.

code-runner · Fast prototyping inside agent contexts where you need one-shot execution without setup.

reskill · Team skill management where reproducible versions and multi-agent installation matter.

menu-loop · Simple CLI tools where users pick from discrete actions without explicit command-line args.

slice-ninja · Bridging designer-to-developer handoff with pixel-perfect slices that actually scale responsively.

web-fetch · Quick one-off data extraction from public web pages when scripting is faster than API.

textual · Building polished CLI tools with rich interactions (menus, grids, forms) beyond static text output.

senior-frontend · Enterprise frontends where performance (Core Web Vitals) and accessibility (WCAG) are contract items.

thoth-skill · Complex semantic reasoning over structured knowledge when SQL subqueries are too rigid.

threejs-skills · Building interactive 3D visualizations when traditional canvas/SVG won't match the visual complexity

senior-fullstack · Deciding tech stacks for new projects when team composition and budget are known

tmux · Automating interactive CLI tools and REPLs when plain piping is insufficient

token-budget-advisor · Explicit depth control when users want to dial response length before the answer

transformers-js · Client-side ML inference when avoiding cloud dependencies and server round-trips matter

senior-prompt-engineer · Iterating on LLM prompts when token cost and output quality must both improve

twist-cli · Scripting Twist operations when GUI interaction is slow or batch actions needed

ckm:slides · Building branded presentations when you need data visualizations and responsive design

senior-qa · Building test coverage for React components when you want both unit and E2E scenarios

skill-hub · Extending AI coding agents with verified skills when ecosystem matters

ui-demo · Creating customer-facing UI demos when manual recording is error-prone

starter · Bootstrapping new agent installations when you want pre-vetted skill combinations

ui-to-vue · Quick prototyping from Figma/screenshots when manual component writing is tedious

bluesea · Consistency in g1cloud BackOffice UIs when internal design library is mandatory

protoc · Protocol buffer management when schema-driven code generation is required

ui-ux-pro-max · Accelerating design decisions when consistency across 50 styles and multiple palettes matters

seo-audit · Diagnosing organic search performance bottlenecks with systematic technical and content review.

opengraph-creator · Creating platform-specific social preview images with agent-assisted visual design workflow.

seo-auditor · Bulk documentation SEO improvement with preservation of high-performing existing pages.

W8-1ED3A3-SKILL · Creating reusable deterministic workflow templates for n8n or internal automation platforms.

understanding-tauri-architecture · Orienting engineers to Tauri architecture and deciding where backend vs frontend functionality belongs.

setup · Setting up reproducible optimization experiments with clear metrics and success direction.

lathe-cli · Running agent tasks on PRs with complete artifact recovery and execution isolation per task.

git-pushing · Automating conventional commit workflow with consistent message format and co-author attribution.

understanding-tauri-ecosystem-security · Hardening Tauri application build pipelines and auditing dependency security posture.

understanding-tauri-ipc · Designing secure command/event channels between webview and Rust backend with validated message passing.

signup-flow-cro · Reducing signup dropoff and increasing free trial/freemium conversion without sacrificing required data collection.

gpt-image-2-inspiration · Creating production-quality images with access to curated prompt examples across photography, ads, UI, and design domains.

understanding-tauri-lifecycle-security · End-to-end threat modeling of Tauri applications across development, build, distribution, and runtime phases.