cyberneticlibrary

The library

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

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
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 48
Build new MCP toolskillEngineeringL3
tdmcp-tool-builder · Building MCP handlers where Python runs inside TouchDesigner and returns JSON reports
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
Enable Vercel deployment for agentsskillEngineeringL3
add-vercel · Enabling NanoClaw agents to deploy to Vercel without manual token management
WORKS 48
Design Astro site rendering strategyskillEngineeringL1
astro-core · Aligning rendering (SSG/SSR/hybrid + server islands) and content across an Astro site
WORKS 48
Deploy application to VercelskillEngineeringL2
vercel-cli · Deploying Node/Next/Astro/static apps to Vercel from agents without interactive prompts
WORKS 48
Build fast content-driven websitesskillEngineeringL2
astro-framework · Building fast content-driven sites with minimal JS via islands + selective hydration
WORKS 48
Add scroll animations with GSAPskillEngineeringL2
astro-gsap-scrolltrigger · Adding scroll animations to Astro pages without breaking static rendering or accessibility
WORKS 48
Route Astro project to right taskskillEngineeringL1
astro-orchestrator · Dispatching Astro work to correct specialist (framework/core/wiki-publisher/creative-frontend)
WORKS 48
Publish and harden Astro docs siteskillEngineeringL3
astro-wiki-publisher · Publishing hardened docs/wiki/press-kit sites with copy QA and browser verification
WORKS 48
Customize agent channels and integrationsskillEngineeringL3
customize · Setting up automated behaviors via hooks or managing permissions in Claude Code
WORKS 48
Debug container agent issuesskillEngineeringL3
debug · Investigating why a skill, hook, or scheduled task is not executing as expected
WORKS 48
Understand sandbox environmentskillEngineeringL1
carthage-env · When onboarding into a Carthage sandbox environment to understand mount scopes and permission model.
WORKS 48
Build reliable autonomous agentsskillEngineeringL4
autonomous-agents · When building multi-step agents that need reliability guarantees across 10+ steps with clear failure probability bounds.
WORKS 48
Load coding standards before generationskillEngineeringL1
get-qodo-rules · When team coding rules must be enforced before code generation without manual rule lookup per task.
WORKS 48
Run autonomous research experimentsskillProductEngineeringL1
autoresearch · When running overnight experiment loops with strict keep-or-discard decisions on single-variable changes.
WORKS 48
Build serverless apps on AWSskillEngineeringOpsL3
aws-serverless · When deploying event-driven microservices that need cold-start optimization and DLQ failure handling.
WORKS 48
Manage container directory permissionsskillEngineeringOpsL2
manage-mounts · When agent containers need scoped access to host directories with read-only enforcement per isolation level.
WORKS 48
Create premium scroll animationsskillProductEngineeringL2
awwwards-animations · When scroll-driven animations must hit 60fps on high-refresh displays with precise ScrollTrigger integration.
WORKS 48
Migrate from OpenClaw to NanoClawskillOpsEngineeringL3
migrate-from-openclaw · When moving from OpenClaw to NanoClaw v2 and need to preserve agent groups, channels, and scheduled tasks.
WORKS 48
Reference backend stack patternsskillEngineeringL1
backend-skill · When domain-specific guidance is required.
WORKS 48
Complete NanoClaw v1 to v2 migrationskillOpsEngineeringL3
migrate-from-v1 · When domain-specific guidance is required.
WORKS 48
Apply Awwwards design systemskillProductEngineeringL1
awwwards-ui-skills · When domain-specific guidance is required.
WORKS 48
Upgrade NanoClaw with custom codeskillOpsEngineeringL3
migrate-nanoclaw · When domain-specific guidance is required.
WORKS 48
Build durable Azure FunctionsskillEngineeringOpsL3
azure-functions · When domain-specific guidance is required.
WORKS 48
Resolve AI code review findingsskillEngineeringL2
qodo-pr-resolver · When domain-specific guidance is required.
WORKS 48
Reference backend architecture patternsskillEngineeringL1
backend-architecture-core · When domain-specific guidance is required.
WORKS 48
Install and configure NanoClawskillOpsEngineeringL2
setup · When domain-specific guidance is required.
WORKS 48
Write tested Python code with pytestskillEngineeringL1
crate-pr · When domain-specific guidance is required.
WORKS 48
Route backend tasks to specialistsskillEngineeringL1
backend-architecture-orchestrator · Routing backend work when the specific concern (REST design, testing, deployment) is not yet named.
WORKS 48
Merge upstream NanoClaw updatesskillOpsEngineeringL2
update-nanoclaw · Safely bringing upstream NanoClaw into customized forks without losing local modifications or requiring reinstall.
WORKS 48
Optimize Node.js backend codeskillEngineeringL2
backend-patterns · Structuring backend code when N+1 avoidance, transaction handling, or middleware layering are needed.
WORKS 48
Use .env credentials for API callsskillEngineeringOpsL1
use-native-credential-proxy · Simple .env-based credentials for users avoiding OneCLI vault while keeping authentication straightforward.
WORKS 48
Measure performance regressionsskillEngineeringDataL2
benchmark · Catching performance regressions in real browser metrics before and after code changes or before shipping.
WORKS 48
Parse and analyze biological sequencesskillProductEngineeringL2
biopython · Computational biology tasks like sequence alignment, BLAST searches, structure parsing, or phylogenetic analysis.
WORKS 48
Build production-ready web applicationsskillEngineeringProductL2
frontend-engineer · Building production-quality web UIs when TypeScript strictness, accessibility, and responsive design are mandatory.
WORKS 48
Connect to any external API or serviceskillEngineeringOpsL3
onecli-gateway · Shipping production web apps when Vercel hosting and auto-deploy-on-push workflow are desired.
WORKS 48
Reference on blockchain security patternsskillEngineeringProductL1
blockchain-web3-core · Loading plugins or optional modules at runtime when keeping main bundle size small is a priority.
WORKS 48
Extend agent capabilities and toolsskillEngineeringOpsL3
self-customize · Finding relevant context in large knowledge bases when semantic search beats keyword/BM25 matching.
WORKS 54
Route blockchain tasks to specialistsskillEngineeringProductL2
blockchain-web3-orchestrator · Parallelizing research or batch enrichment when one supervising agent can fan out and aggregate work.
WORKS 48
Deploy apps to VercelskillEngineeringOpsL2
vercel-cli · Offline question-answering over confidential documents when zero cloud egress is a requirement.
WORKS 48
Analyze agent system healthskillEngineeringOpsL2
data-analysis.skill · Automating ETL pipelines when schema-first code generation reduces manual validation boilerplate.
WORKS 48
Design and run protein binding experimentsskillProductEngineeringL3
adaptyv · High-throughput binding screens when in-house lab unavailable
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