The library

fx-explore · Discovering available effects, actions, and placeholders in a Sandestin Clojure dispatch with schema-driven introspection.

ops-go · Generating a token-efficient morning briefing synthesizing calendar, email, Slack, Telegram, and GTD in a single consumption.

content-hub · Centralizing content drafts, scheduled posts, and broadcast metadata for cross-channel publishing from a single interface.

c-pro · Providing C-level executives with high-signal, high-velocity summary data for rapid decision-making in real-time.

validate-all · Batch-validating site content for accessibility, SEO, performance, and broken links in a single comprehensive sweep.

tdd · When you need high-confidence behavior verification + protected refactoring through public APIs, not internal contracts.

allgemein · When editorial team needs instant triage + next-action routing without long intake questionnaires.

fortbildung · Notary regulatory defense where continuing ed credits + practice alignment must be proven bulletproof.

de-ai-flavor · Humanizing AI-drafted docs for publication when you need audit trail + granular control.

ops-next · Rapid context-switching decision when you need THE action, not a list of 20 options.

W14-4D8E2A-SKILL · When you need to merge metric reports across multiple tools into one cohesive document.

ops-projects · Single-screen portfolio view when you need all project statuses + blockers without context-switching.

supply-chain-optimization-amazon-lite · E-commerce sellers needing platform-specific margin analysis and inventory optimization faster than manual spreadsheets.

lint-markdown · Large projects with taxonomy-driven compliance rules to enforce LLM-facing documentation standards at scale.

supply-chain-optimization-shopify · E-commerce sellers needing platform-specific margin analysis and inventory optimization faster than manual spreadsheets.

ops-status · Quick integration health checks that run in under 1 second without probing APIs or external services.

supply-chain-optimization-tiktok · E-commerce sellers needing platform-specific margin analysis and inventory optimization faster than manual spreadsheets.

supply-chain-optimization-walmart · E-commerce sellers needing platform-specific margin analysis and inventory optimization faster than manual spreadsheets.

uninstall · Streamline workflow execution with consistent patterns and error handling.

updates · Streamline workflow execution with consistent patterns and error handling.

vue-spec · Maintaining Vue markup spec in markuplint by adding custom global attributes and element overrides without modifying parsing logic.

mere-exposure-effect · Designing feature rollouts and brand campaigns that leverage familiarity to increase adoption by gradual, consistent exposure rather than aggressive launch.

wispr-dictionary · Building a personal voice dictation dictionary for Wispr Flow to recognize technical terms, abbreviations, or frequently-used snippets without manual typing.

vitest · Writing fast, Jest-compatible unit and integration tests for Vite projects with concurrent execution and type-safe TypeScript support.

hsl-to-oklch-converter · Batch-converting CSS color schemes from HSL to perceptually-uniform OKLCH for improved color consistency and accessibility.

make-expandable-dropdown · Making long documentation sections collapsible to reduce cognitive load while preserving full information for users who need detail.

react-new-project · Scaffolding a new React app with feature-first folder organization instead of technical layers, enabling faster scaling and domain-driven design.

reversi-master · Playing competitive Reversi/Othello games by prioritizing corner control, stable edges, and mobility to outmaneuver opponents.

warehouse-optimization · Diagnosing and fixing warehouse bottlenecks (stockouts, overstock, high costs) across any e-commerce fulfillment model with data-driven recommendations.

feedoracle-compliance · Audit workflows requiring verifiable compliance evidence

frontend-aesthetics · Avoiding generic AI-generated design aesthetics

hard-predict-future · Future-oriented questions requiring quantitative rigor

ship · Quick repo updates with proper attribution

soft-predict-future · Prediction questions that need scenario planning

context-graph-compressor · Handing off long chats to new LLM sessions

quest-drop · Breaking boredom with creative activities

legal-citation-comprehensive · Complex legal citation diagnosis across multiple source types when the handbook rule index is available locally.

lagoon-customer-support · Scaling consistent support responses across a team when vault transaction context is available.

qwen-vision · Understanding motion, transitions, and temporal sequences in video when frame-by-frame analysis is insufficient.

legal-homework-formatter · Formatting Chinese legal homework to course standards when the reference template or PPT is available.

gsd:add-backlog · Parking unsequenced ideas in the roadmap when they're not yet ready for active planning.

gsd:add-phase · Adding phases to the active milestone when the roadmap is the system of record.

new-feature · Scaffolding features with full spec directories when requirements, design, and tasks need upfront planning.

eilrechtsschutz-paragraf-80-vwgo · Advising on German administrative law emergency relief when norm anchors, case law, and evidence gaps are explicitly tracked.

gsd:add-todo · Capturing ad-hoc tasks from conversations when they need structured storage and state tracking.

gsd:analyze-dependencies · Detecting phase sequencing conflicts when the roadmap is large and cross-dependencies are hard to track.

gsd:audit-milestone · Validating milestone structure when gate enforcement before launch is required.

ctx-purge · Clearing polluted knowledge bases after task context corruption or starting fresh on a new unrelated project.

gsd:check-todos · Quick context-switching when you have a backlog of small tasks and want the system to surface one with full context automatically.

gsd:cleanup · Keeping .planning/phases/ lean by archiving old milestone phases after moving to next version.