cyberneticlibrary

The library

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

WORKS 54
Add missing blocked symbolsworkflowEngineeringL3
phase-b2-fill-blocked · Unblocking Rust port tasks by filling symbol gaps from a structured dependency report
WORKS 54
Adversarial interview and grillingworkflowL2
grill · Finding unstated assumptions and failure modes before design is locked
WORKS 48
Convert files and URLs to MarkdownskillL2
markit · Extracting markdown from any document type in CI/analysis pipelines
WORKS 48
Run repository validation workflowskillEngineeringL3
run-repo-checks · Reporting repo health to agents in a structured, repeatable way
WORKS 48
Evaluate AI data, models, and qualityskillEngineeringDataL3
SKILL · Automated data quality gates in ML pipelines with both fast rule checks and semantic LLM scoring
WORKS 48
Manage repository operationsskillEngineeringL2
.skill · Lightweight agent-driven repo validation without external runners
WORKS 48
Fetch WeChat articles to MarkdownskillMarketingL2
wechat-article-to-markdown · Archiving WeChat articles for AI summarization or knowledge base ingestion when image localization and metadata preservation matter.
WORKS 48
MZR Icons SVG toolkitskillL1
skill · Adding dynamic GitHub profile visualizations to README badges or portfolio pages when static HTML badges are insufficient.
WORKS 48
Query and manage memoriesskillProductivityL1
mem · Reducing token overhead by 10x when querying project history—compact search results then drill into specific observations only when needed.
WORKS 48
Search web via SearxNGskillL2
ask-search · Privacy-first web search without API keys—useful for local development, aggregating multiple engines, and piping URLs to web_fetch for full content.
WORKS 52
Generate daily session summaryskillProductivityL1
daily · Automated daily billing and activity accountability when you need time-tracking summaries without manual work.
WORKS 48
Pass password to agent securelyskillOpsL1
pw2agent · Handing secrets to agent subprocesses without printing them in chat logs—prevents accidental exposure in transcripts.
WORKS 59
Capture web page and accessibility treeskillL2
Skill · Comprehensive page auditing (visual, accessibility, performance, network) when you need multi-layer diagnostics beyond screenshots.
WORKS 48
Populate apps with realistic test dataskillProductEngineeringL2
Skill · Rapid test-data generation for web apps when you need to respect entity relationships and field types without manual SQL.
WORKS 48
Follow writing guidelinesskillL1
skill · Creating customer-facing API docs when clarity and accuracy of UI labels are non-negotiable for business users.
WORKS 48
Track time on work ticketsskillOpsProductivityL2
trackmedaddy · Seamless time logging from CLI when you need to track work without leaving the terminal—avoids context switching.
WORKS 48
Visualize audio dataskillEngineeringProductL2
skill · Creating audio-reactive visuals when aesthetic consistency and lore injection matter more than generic animation.
WORKS 48
Build with Next.js App RouterskillEngineeringL1
skill · Building unified full-stack apps when you want to avoid external backend APIs and keep everything within Next.js.
WORKS 48
Assemble UI from base componentsskillEngineeringProductL2
skill · Building composite UIs faster and more consistently when shadcn base components exist—avoids reinventing buttons or cards.
WORKS 48
Learn French via Language Island methodskillProductivityL1
skill · Teaching context-relevant French when personalization by profession and existing knowledge tracking prevents redundant learning.
WORKS 48
Build Teams channel scraperskillEngineeringOpsL3
Skill · Exporting Teams conversation history at scale when you need thread structure preserved—WPF UI simplifies config.
WORKS 48
Assess portfolio risk metricsskillFinanceDataL2
trader-risk · Risk management for traders when you need VaR, position sizing, and circuit breaker alerts in one command.
WORKS 48
Auto-generated item skill referenceskillL1
item_skill · Adding call-of-Cthulhu skills to FoundryVTT when you need era-specific grouping, specialization, and forced-check configuration.
WORKS 48
Query knowledge wiki with synthesisskillL2
wiki-query · Answering questions over a knowledge base when you want citations, follow-link exploration, and automatic filing back of new synthesis pages.
WORKS 48
Generate gRPC and Go service codeskillEngineeringL2
proto-generator.skill · Generating gRPC and HTTP stubs with validation and Swagger docs in one command—avoids manual interface coding.
WORKS 48
Configure local database stackskillEngineeringOpsL3
Use Docker Compose for repeatable local stacks · Sharing reproducible development stacks across teams when version control and one-command startup matter.
WORKS 48
Audit pages for accessibility complianceskillProductEngineeringL2
Accessibility audit · When accessibility audit is needed before shipping or in production.
WORKS 48
Backtrack to safe navigation stateskillProductSupportL2
nav-backtrack · When nav-backtrack is needed before shipping or in production.
WORKS 48
Ingest and deduplicate data incrementallyskillDataEngineeringL3
sqlite-incremental-reconcile · When sqlite-incremental-reconcile is needed before shipping or in production.
WORKS 48
Forge optimized agent skillsskillEngineeringL3
claude-code-skillforge · When claude-code-skillforge is needed before shipping or in production.
WORKS 48
Implement MCP in TypeScriptskillEngineeringL3
sdk · When sdk is needed before shipping or in production.
WORKS 45
Audit web pages for SEO issuesskillMarketingProductL2
auditing-seo · When auditing-seo is needed before shipping or in production.
WORKS 48
Generate conventional commit messagesskillEngineeringL1
formatting-commits · When formatting-commits is needed before shipping or in production.
WORKS 48
Inspect MCP protocol messagesskillEngineeringL2
inspector · When inspector is needed before shipping or in production.
WORKS 48
Analyze competitive brand positioningskillMarketingSalesL2
competitive-intel · When competitive-intel is needed before shipping or in production.
WORKS 48
Deploy MCP server packageskillEngineeringL2
server · When server is needed before shipping or in production.
WORKS 48
Enable interactive MCP client UIsskillEngineeringProductL3
ext-apps · When ext-apps is needed before shipping or in production.
WORKS 48
Extract and paginate PDF contentskillOpsDataL2
server-pdf · When server-pdf is needed before shipping or in production.
WORKS 48
Safely commit code changes with approvalskillEngineeringL1
commit-workflow · When commit-workflow is needed before shipping or in production.
WORKS 48
Integrate Vercel into Next.js projectsskillEngineeringL2
mcp-handler · When mcp-handler is needed before shipping or in production.
WORKS 48
Convert Figma designs to Drupal componentsskillProductEngineeringL3
drupal-sdc-figma-parity · When drupal-sdc-figma-parity is needed before shipping or in production.
WORKS 48
Run Drupal code quality checksskillEngineeringL2
php-prebuild-quality · When php-prebuild-quality is needed before shipping or in production.
WORKS 48
Prevent infrastructure-as-code mistakesskillEngineeringOpsL3
terrashark · When terrashark is needed before shipping or in production.
WORKS 48
Auto-disable irrelevant project skillsskillEngineeringL2
skill-manager · When skill-manager is needed before shipping or in production.
WORKS 48
Build MCP client and server toolsskillEngineeringL3
mcp-tools · When mcp-tools is needed before shipping or in production.
WORKS 48
Validate technical plans against realityskillProductEngineeringL2
stress-test · When stress-test is needed before shipping or in production.
WORKS 48
Build scalable MCP servers with NestJSskillEngineeringL3
server · Scaling MCP server codebase with TypeScript decorators and DI.
WORKS 48
Proxy MCP servers over HTTP/SSEskillEngineeringL3
mcp-proxy · Exposing stdio MCP servers to HTTP/SSE clients without native stdio.
WORKS 48
Evaluate machine learning model performanceskillDataEngineeringL2
evaluate-model · Standardized model evaluation reporting post-training.
WORKS 48
Generate machine learning experiment reportsskillDataL2
generate-report · Creating shareable experiment summaries for stakeholder review.
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