cyberneticlibrary

The library

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

WORKS 48
Debug OpenClaw smoke testsskillEngineeringL3
openclaw-parallels-smoke · When you need to verify OpenClaw behavior is consistent across Python, JavaScript, Go, and other language SDKs before releasing a change.
WORKS 48
Triage and maintain OpenClaw PRsskillEngineeringL2
openclaw-pr-maintainer · When you need to apply consistent GitHub mutation rules across OpenClaw PRs without hand-typing each action.
WORKS 48
Create GitHub PR from branchskillEngineeringL1
github-pr · When you need to create PRs programmatically and want consistent metadata (title, description, reviewers) across many PRs.
WORKS 48
Reduce LLM latency and cost with cachingskillEngineeringL2
prompt-caching · Repeated queries with stable context where latency and cost matter more than freshness.
WORKS 48
Debug OpenClaw QA test scenariosskillEngineeringL3
openclaw-qa-testing · Maintainers validating OpenClaw against live providers before release.
WORKS 48
Optimize LLM prompts for clarityskillEngineeringL1
prompt-optimizer · Refining prompts before execution when you want routing and component matching advice.
WORKS 48
Restructure OpenClaw docs with auditskillEngineeringL2
openclaw-refactor-docs · Maintaining docs accuracy while reorganizing them, with source-audited preservation.
WORKS 48
Migrate from Canopy Carousel componentskillEngineeringL2
canopy-carousel · Angular projects that need to stop using LgCarouselComponent (deprecation-only skill).
WORKS 48
Redact GitHub secrets from OpenClawskillEngineeringL2
openclaw-secret-scanning-maintainer · Maintainers cleaning up accidental secret leaks without further exposure.
WORKS 48
Choose Python web framework architectureskillEngineeringL2
python-backend-core · Backend teams building typed, testable services where HTTP is an adapter, not the core.
WORKS 48
Capture full-page screenshots automaticallyskillEngineeringL1
full-page-screenshot · Capturing visual proof of features, UI changes, or cross-platform rendering without manual cropping.
WORKS 49
Fix small high-certainty OpenClaw bugsskillEngineeringL2
openclaw-small-bugfix-sweep · Clearing backlog of small, independent bugs without creating oversized review PRs.
WORKS 48
Route Python backend tasks to specialistsskillEngineeringL1
python-backend-orchestrator · Coordinating parallel async work across multiple Python services in a background job.
WORKS 48
Search and install AI agent skillsskillEngineeringL2
skillhub · Finding the right skill for a task without manual inventory search.
WORKS 48
Investigate memory leaks in OpenClaw testsskillEngineeringL3
openclaw-test-heap-leaks · Tracking down memory regressions in JavaScript services before production.
WORKS 48
Design Google Cloud architectureskillEngineeringL3
gcp-cloud-architect · Planning multi-region or high-availability GCP deployments with cost guardrails.
WORKS 48
Benchmark and optimize test performanceskillEngineeringL3
openclaw-test-performance · Catching latency regressions early before they reach users.
WORKS 48
Write and test Python with pytestskillEngineeringL1
python-testing · Building regression test suites that catch regressions before commit via deterministic TDD cycles
WORKS 48
Run and debug OpenClaw testsskillEngineeringL3
openclaw-testing · Avoiding expensive full-suite runs by routing proof surface to correct lane (changed/check/vitest/docker) with cost first
WORKS 48
Write effective prompts for LLMsskillEngineeringL1
writing-for-llms · Prompt engineering that avoids anti-pattern traps by showing only correct patterns and front-loading critical info
WORKS 48
Build reproducible PyTorch modelsskillEngineeringL2
pytorch-patterns · Building deep learning code that runs reproducibly across devices and captures shape contracts explicitly
WORKS 48
Test Parallels macOS with DiscordskillEngineeringL3
parallels-discord-roundtrip · Smoke testing that Discord E2E gateway works end-to-end across hypervisor boundaries without flaking on snapshot restore
WORKS 48
Define quality gates and pass criteriaskillEngineeringL2
quality-eval-core · Meta-framework that unifies how TDD, E2E, benchmark, and audit spokes define what done means and route failures to earliest gate
WORKS 48
Route quality testing to specialistsskillEngineeringL3
quality-eval-orchestrator · Multi-spoke quality orchestration that routes each failure class to the earliest gate that can catch it
WORKS 54
Generate Playwright end-to-end testsskillEngineeringL1
generate · Generating on-brand content at scale by enforcing guidelines and voice rules at generation time
WORKS 48
Run and monitor OpenClaw CI releasesskillEngineeringL3
release-openclaw-ci · Release validation that proves Docker build, Windows/Linux install, and platform-specific behavior before tagging stable
WORKS 48
Manage parallel Git worktreesskillEngineeringL2
git-worktree-manager · Parallel feature development that avoids full repo clones by reusing shared objects with independent worktrees
WORKS 48
Release and sign OpenClaw on macOSskillEngineeringL3
release-openclaw-mac · macOS release that proves code signature and notarization before users download
WORKS 48
Build Java Quarkus REST APIsskillEngineeringL2
quarkus-patterns · Java microservices that need sub-100ms startup and sub-50MB footprint via GraalVM native compilation
WORKS 48
Prepare OpenClaw stable releasesskillEngineeringL2
release-openclaw-maintainer · Repeatable release orchestration that ensures changelog, validation, and announcement stay in sync
WORKS 48
Secure Quarkus endpoints and authskillEngineeringL2
quarkus-security · Adding authentication boundaries and role-based access control to Quarkus REST services.
WORKS 48
Automate OpenClaw nightly releasesskillEngineeringL3
release-openclaw-nightly · Keeping nightly releases unblocked by main instability while proving fixes forward-port cleanly.
WORKS 48
Test Quarkus services with TDDskillEngineeringL2
quarkus-tdd · Writing comprehensive unit + integration tests for event-driven Quarkus services with clear AAA structure.
WORKS 48
Build Claude Agent SDK appsskillEngineeringL2
claude-agent-acp · Exposing Claude Agent SDK capabilities to any ACP-compatible client (not just Claude.ai).
WORKS 48
Validate OpenClaw plugin releasesskillEngineeringL3
release-openclaw-plugin-testing · Proving plugin system stability across install/uninstall/update/config before a release ships.
WORKS 48
Verify Quarkus build and securityskillEngineeringL2
quarkus-verification · Pre-deployment verification ensuring build, test, security, and native image compatibility all pass.
WORKS 48
Triage security advisoriesskillEngineeringL2
security-triage · Rapidly triaging security reports against shipped releases and trust boundaries without over-closing real issues.
WORKS 48
Optimize RAG retrieval pipelinesskillEngineeringL3
rag-engineer · Mining skill artifacts from large codebases by finding repeated patterns and generalizing them.
WORKS 48
Build Raycast AI extensionsskillEngineeringL2
raycast-ai-extensions · Rapidly creating Raycast command extensions that leverage AI models without boilerplate.
WORKS 48
Build technical documentationskillEngineeringL1
technical-documentation · Documenting complex APIs and modules with runnable examples that stay in sync with code.
WORKS 48
Reference Raycast cluster APIsskillEngineeringL1
raycast-core · Scaffolding Raycast extensions without writing repetitive command setup code.
WORKS 48
Index code for AI intelligenceskillEngineeringL2
gitnexus · Understanding large repos by querying file dependencies and function call chains interactively.
WORKS 48
Proof OpenClaw Telegram behaviorskillEngineeringL3
telegram-crabbox-e2e-proof · Proving OpenClaw Telegram behavior visually in PRs when bot-to-bot testing is insufficient.
WORKS 48
Build Raycast extensionsskillEngineeringL2
raycast-extension · Creating custom Raycast commands that integrate with Raycast's UI and action system.
WORKS 48
Design and test Helm chartsskillEngineeringL2
helm-chart-builder · Converting ad-hoc Kubernetes manifests into reusable, testable, secure Helm charts that operators trust.
WORKS 48
Verify OpenClaw release publishedskillEngineeringL2
verify-release · Confirming an OpenClaw release is live across GitHub, npm, plugins, ClawHub, and agent turns without relying on local state.
WORKS 48
Route Raycast extension projectsskillEngineeringL1
raycast-orchestrator · Disambiguating Raycast work (build vs publish vs AI tools vs UI design) and routing to the right skill.
WORKS 48
Document-first SDLC for coding agentsskillEngineeringL2
agentic-sdlc-skill · Enforcing documentation-first development with vision alignment gates and traceable feature history.
WORKS 48
Route ACP coding requestsskillEngineeringL2
acp-router · Dispatching multi-harness coding work (Claude/Cursor/Copilot/Gemini/Qwen) to the right ACP endpoint without PTY scraping.
WORKS 48
Publish Raycast extension to storeskillEngineeringL2
raycast-store-publishing · Getting a Raycast extension into the official Store with metadata, assets, and passing review.
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