cyberneticlibrary

The library

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

WORKS 48
Validate MCP connector directory submissionsskillEngineeringL2
submission-qa · Teams automating repetitive tasks while maintaining control over execution and output quality.
WORKS 48
Build production Apache Airflow data pipelinesskillDataEngineeringL3
airflow-dag-patterns · Teams automating repetitive tasks while maintaining control over execution and output quality.
WORKS 48
Implement tdmcp tools from specificationsskillEngineeringL3
td-feature-build · Teams automating repetitive tasks while maintaining control over execution and output quality.
WORKS 48
Implement site search with AlgoliaskillEngineeringProductL2
algolia-search · Teams automating repetitive tasks while maintaining control over execution and output quality.
WORKS 48
Design TouchDesigner MCP features into specsskillEngineeringL2
td-feature-design · Teams automating repetitive tasks while maintaining control over execution and output quality.
WORKS 48
Set up event tracking and analytics measurementskillMarketingProductL2
analytics-tracking · | Triggers | When tags fire (page view, click) |
WORKS 48
Integrate TouchDesigner tools into shared registriesskillEngineeringL3
td-feature-integrate · Use for td feature integrate tasks. See artifact body for specific use cases.
WORKS 48
Structure Android apps with Clean ArchitectureskillEngineeringL2
android-clean-architecture · ## When to Activate
WORKS 48
Quality-assure integrated TouchDesigner featuresskillEngineeringL3
td-feature-qa · ## Live TD validation — when the bridge is up
WORKS 48
Build Angular apps with modern best practicesskillEngineeringL2
angular-developer · ## When to Activate
WORKS 48
Add iMessage messaging channel integrationskillEngineeringL2
add-imessage · Use for add imessage tasks. See artifact body for specific use cases.
WORKS 48
Create timeline-based animations and sequencesskillEngineeringProductL2
animejs · **When to use this skill:**
WORKS 48
Add persistent wiki knowledge base to agent groupskillEngineeringL2
add-karpathy-llm-wiki · Use for add karpathy llm wiki tasks. See artifact body for specific use cases.
WORKS 48
Survey TouchDesigner feature gaps and candidatesskillEngineeringProductL2
td-feature-survey · Use for td feature survey tasks. See artifact body for specific use cases.
WORKS 48
Aggregate and analyze security threat reportsskillLegalOpsL2
annualreports · Use for annualreports tasks. See artifact body for specific use cases.
WORKS 48
Add Linear issue tracking integrationskillEngineeringOpsL2
add-linear · - `LINEAR_BOT_USERNAME`: display name for the bot (used for self-message detection when using a Personal API Key)
WORKS 48
Prioritize and consolidate feature backlogsskillProductEngineeringL2
td-feature-synthesize · | Profile | Leads with | When the user wants… |
WORKS 48
Manage quotes and aphorisms collectionskillProductivityL1
aphorisms · description: Aphorism management. USE WHEN aphorism, quote, saying. SkillSearch('aphorisms') for docs.
WORKS 48
Add macOS menu bar status indicatorskillEngineeringL2
add-macos-statusbar · Use for add macos statusbar tasks. See artifact body for specific use cases.
WORKS 48
Execute full feature backlog release campaignsskillEngineeringProductL3
tdmcp-backlog-campaign · > **When NOT to use this:** one feature, or one small ad-hoc batch → `tdmcp-pipeline`.
WORKS 48
Build new API provider integrationsskillEngineeringL2
api-connector-builder · Use this when the job is to add a repo-native integration surface, not just a generic HTTP client.
WORKS 48
Add Matrix messaging channel integrationskillEngineeringL2
add-matrix · Use for add matrix tasks. See artifact body for specific use cases.
WORKS 48
Build TouchDesigner REST API endpoint verticalsskillEngineeringL3
tdmcp-bridge-endpoint · A bridge feature is correct only when **four layers agree on one shape**: the
WORKS 48
Design REST APIs with production patternsskillEngineeringL2
api-design · ## When to Activate
WORKS 48
Add graph-based memory system to agentsskillEngineeringL2
add-mnemon · Use for add mnemon tasks. See artifact body for specific use cases.
WORKS 48
Scrape social media and business dataskillMarketingSalesL2
apify · When you need automated lead generation or competitor intelligence from multiple social platforms.
WORKS 48
Route agents to local Ollama modelsskillEngineeringL2
add-ollama-provider · When you want to run agent inference locally to cut API costs or experiment with open models.
WORKS 48
Write focused unit test coverageskillEngineeringL2
tdmcp-coverage-writer · When you need to raise test coverage without weakening behavior under focused branch requirements.
WORKS 52
Generate app store release notesskillMarketingProductL1
app-store-changelog · When you need to turn raw git history into polished App Store copy focused on user benefit, not features.
WORKS 48
Add Ollama MCP server integrationskillEngineeringL2
add-ollama-tool · When you want the agent to offload work to local LLMs (inference, summaries) and optionally manage the model library.
WORKS 48
Route agents to OpenCode providersskillEngineeringL2
add-opencode · When you want to run agents on cheaper models (DeepSeek, Qwen) or multi-provider failover without rewriting orchestration.
WORKS 48
Discover new TouchDesigner featuresskillProductEngineeringL1
tdmcp-feature-discovery · When you want a prioritized feature backlog that reconciles roadmap, competitive gaps, and user ask without committing to build.
WORKS 48
Create app store screenshots and videosskillMarketingProductL2
app-store-screenshots · When you need production-ready app store gallery images that exactly match platform specs (first 3 are critical).
WORKS 48
Add Resend email channel integrationskillEngineeringMarketingL2
add-resend · When you want your agent to receive and respond to email asynchronously as a conversation channel.
WORKS 48
Implement interactive projection mappingskillEngineeringProductL3
tdmcp-interactive-projection-mapping · When you have an approved physical-interaction feature (camera/projector) and need specialized team orchestration beyond generic pipeline.
WORKS 48
Create implementation-ready architecture specsskillEngineeringProductL3
arch-orchestrator · When you have a product brief and want opinionated, consistent architecture docs that respect your stack choices.
WORKS 52
Orchestrate end-to-end feature developmentskillEngineeringProductL3
tdmcp-pipeline · When you have an approved feature and want a coordinated team to ship it to production with quality gates.
WORKS 48
Document architectural decisionsskillEngineeringOpsL1
architecture-decision-records · When you need to document hard architectural decisions and keep the reasoning discoverable over project lifetime.
WORKS 48
Add Signal messenger channel integrationskillEngineeringL2
add-signal · When you want agents to coordinate via pub/sub signals without tight coupling or polling.
WORKS 48
Prepare MCP directory submissionskillEngineeringOpsL2
tdmcp-submission · When you want to publish a polished tdmcp artifact to the public marketplace with versioning and integrity.
WORKS 48
Create visual content and illustrationsskillMarketingProductL1
art · When you need quick visual asset generation aligned to a design brief without manual design work.
WORKS 48
Add Slack channel integrationskillEngineeringOpsL2
add-slack · When you want your agent to join Slack channels and participate in thread conversations asynchronously.
WORKS 48
Orchestrate test coverage improvementsskillEngineeringL2
tdmcp-test-coverage · When you want visibility into test coverage gaps and a priority list of missing test cases.
WORKS 53
Write polished long-form contentskillMarketingL1
article-writing · When you want to quickly draft substantive content on a technical topic without starting from blank page.
WORKS 48
Connect Microsoft Teams channelskillOpsL2
add-teams · When you need multiple specialized agents to collaborate sequentially or round-robin on a complex task.
WORKS 48
Build new MCP toolskillEngineeringL3
tdmcp-tool-builder · Building MCP handlers where Python runs inside TouchDesigner and returns JSON reports
WORKS 48
Connect Telegram channelskillOpsL2
add-telegram · Integrating Telegram groups and DMs into NanoClaw agents via Chat SDK
WORKS 48
Add documentation page to VitePress siteskillEngineeringL2
vitepress-bilingual-page · Adding English-only reference/legal pages to tdmcp docs (artist guide is EN+PT)
WORKS 49
Convert issue requirements to pull requestskillEngineeringL2
issue-to-pr · Converting feature/bug tickets into traced PRs with clear impact summaries
WORKS 48
Generate App Store screenshotsskillMarketingL2
aso-appstore-screenshots · Creating high-converting App Store screenshots from code without manual design
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