cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 48
Find and fix missing translationsskillEngineeringL1
localization-manager · See body for use case.
WORKS 48
Manage LLM context guidelinesskillEngineeringL1
llm-context · Teams or operators requiring llm-context for skill-level automation.
WORKS 48
Identify sector rotation opportunitiesskillFinanceL1
sector-rotation-analysis · Allocators identifying overheated vs undervalued sectors and executing tax-aware rotation pairs.
WORKS 48
Switch between Claude accounts instantlyskillOpsL1
claude-switch · Users managing multiple Claude Code accounts without re-authentication overhead.
WORKS 48
Summarize web content and documentsskillL1
summarize · Teams or operators requiring summarize for skill-level automation.
WORKS 48
Calculate tax-optimal sell strategiesskillFinanceL1
tax-optimize · Teams or operators requiring tax-optimize for skill-level automation.
WORKS 48
Document architecture decisionsskillEngineeringL1
doccraft-adr · Teams or operators requiring doccraft-adr for skill-level automation.
WORKS 48
Close project stories end-to-endskillOpsProductL1
doccraft-close · Teams or operators requiring doccraft-close for skill-level automation.
WORKS 48
Prepare electronic analysis workflowsskillEngineeringDataL1
electronic · When Prepare CP2K electronic-analysis task inputs from prior converged context. Use when the user requests post-ground-state electronic analyses and needs prerequisite-aware setup
WORKS 48
Configure project vocabulary and workflowskillProductOpsL1
doccraft-config · After doccraft init: run Analyse mode to tailor the freshly scaffolded
WORKS 48
Add camera shake to game impactsskillEngineeringProductL1
camera-shake · When Shake the camera when the player takes damage or on impacts for visual feedback
WORKS 48
Audit task dependencies and workflowskillOpsProductL1
doccraft-queue-audit · - After adding a story, changing depends_on / id, or
WORKS 48
Capture session insights into docsskillOpsProductL1
doccraft-session-wrap · - The user invokes this skill or asks to wrap this session /
WORKS 48
Author and track product storiesskillProductOpsL1
doccraft-story · - Creating a new story in docs/stories/.
WORKS 48
Execute specification tasksskillProductEngineeringL1
openspec-apply-change · When Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks
WORKS 48
Archive completed feature changesskillProductOpsL1
openspec-archive-change · When Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete
WORKS 48
Explore requirements and problemsskillProductEngineeringL1
openspec-explore · When Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change
WORKS 48
Escape and format SQL safelyskillEngineeringDataL1
sql-escaper · When sql escaper capability is needed
WORKS 48
Document architecture decisionsskillProductEngineeringL1
doccraft-adr · - A chat or design exploration reached a conclusion worth keeping (yes, no, defer, or "use X instead of Y").
WORKS 48
Close project stories end-to-endskillOpsProductL1
doccraft-close · - The user wants to close / ship / finish / resolve a specific story and
WORKS 48
Configure project vocabulary and workflowskillProductOpsL1
doccraft-config · After doccraft init: run Analyse mode to tailor the freshly scaffolded
WORKS 48
Audit task dependencies and workflowskillOpsProductL1
doccraft-queue-audit · When you need to detect blocked work and identify what can run in parallel after adding or editing dependencies.
WORKS 48
Capture session insights into docsskillOpsProductL1
doccraft-session-wrap · When a design or research thread concludes and you want to freeze decisions into durable docs without manual drafting.
WORKS 48
Author and track product storiesskillProductOpsL1
doccraft-story · When you need a structured, machine-readable backlog item linked to dependencies and roadmap rows.
WORKS 52
Transform problems into focused missionsskillProductivityOpsL1
ab-method · When you need statistical validation of a change before rollout rather than anecdotal observation.
WORKS 48
Scaffold Claude agents and workflowsskillEngineeringL1
ai-kit · Teams setting up AI agents for the first time with standard documentation (PROJECT_OVERVIEW.md, CODING_CONVENTIONS.md).
WORKS 48
Capture and remind learnings automaticallyskillProductivityL1
claude-reflect · Claude Code users who want to accumulate learnings from corrections without manual memory management.
WORKS 48
Teach art history movements and contextskillL1
art-history-movements · Art educators needing visual lineages and forces behind movements without browsing multiple sources.
WORKS 48
Teach color theory for creative workskillL1
color-theory · Art students needing to understand why colors appear warm/cool in context.
WORKS 48
Guide creative process through executionskillL1
creative-process · Art students needing repeatable creative practice before execution.
WORKS 48
Master digital art workflowsskillProductL1
digital-art · Digital artists needing guidance on medium choice (raster vs vector) without per-tool tutorials.
WORKS 48
Teach observational drawing fundamentalsskillOpsL1
drawing-observation · Beginning artists training visual perception and hand-eye coordination.
WORKS 48
Develop 3d sculptural art techniquesskillProductL1
sculpture-3d · Sculptors (digital and physical) wanting material guidance and workflow without per-tool tutorials.
WORKS 48
Navigate celestial coordinate systemsskillL1
celestial-coordinates · Astronomers needing coordinate transforms and event predictions without custom ephemeris software.
WORKS 48
Understand observational cosmologyskillL1
cosmological-observation · Astrophysicists needing model-agnostic interpretation of survey data.
WORKS 48
Explore available skills libraryskillL1
Skill · Teams wanting to run Claude agents via shared Google Sheets without command-line access.
WORKS 48
Estimate cosmic distances preciselyskillL1
distance-ladder · Validating claimed astronomical distances by chaining multiple independent methods.
WORKS 48
Master naked eye sky observingskillL1
naked-eye-observing · Training astronomers and public visitors to recognize constellations and find messier objects without telescopes.
WORKS 48
Compute orbital mechanics preciselyskillL1
orbital-mechanics · Predicting comet/asteroid/exoplanet positions and designing spacecraft transfer orbits.
WORKS 48
Analyze stellar spectroscopy dataskillL1
stellar-spectroscopy · Inferring chemical composition and physical state of distant stars from their light.
WORKS 48
Navigate business ethics governanceskillLegalFinanceL1
business-ethics-and-governance · Diagnosing corporate scandals and designing governance structures that scale beyond founder ethics.
WORKS 58
Evaluate corporate finance decisionsskillFinanceL1
corporate-finance-basics · Comparing investments with different timing, scale, and risk profiles.
WORKS 48
Scale disruptive ventures rapidlyskillProductOpsL1
entrepreneurship-and-innovation · Identifying which new ventures exploit genuine disruption vs incremental improvement.
WORKS 48
Optimize operations with lean methodsskillOpsFinanceL1
operations-and-lean · Manufacturing and service operations optimizing throughput and quality.
WORKS 48
Remove sensitive data from tax PDFsskillFinanceL1
skill · Safely sharing tax documents with AI tools or third parties.
WORKS 48
Apply organizational strategy to restructureskillOpsL1
organizational-strategy · Scaling organizations beyond founder-led teams to knowledge-worker structures.
WORKS 48
Identify compounds via spectroscopy methodsskillL1
analytical-methods · Analytical labs identifying unknowns and validating synthesis purity.
WORKS 48
Teach atomic structure and periodic trendsskillL1
atomic-structure · Chemistry teaching and predicting bonding behavior from periodic relationships.
WORKS 48
Analyze molecular bonding and geometryskillL1
chemical-bonding · Determining molecular geometry and polarity from bond data without lab equipment.
WORKS 48
Master materials chemistry and transitionsskillL1
materials-chemistry · Designing greener chemical processes and understanding material state behavior under varying conditions.
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