cyberneticlibrary

The library

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

WORKS 48
Prime codebase by reading all source filesskillEngineeringL1
learn-codebase · When applying learn-codebase patterns to specialized interface challenges.
WORKS 48
Cluster GitHub issues by root causeskillEngineeringL2
oh-my-issues · When applying oh-my-issues patterns to specialized interface challenges.
WORKS 48
Map codebase to unified architectureskillEngineeringL2
pathfinder · Extracting duplicated concerns across features and proposing the simplest unified design before committing to a refactor.
WORKS 48
Search code structure with token efficiencyskillEngineeringL1
smart-explore · Token-efficient code navigation through symbols, functions, and dependencies—use instead of reading full files to map structure before diving into implementation.
WORKS 48
Reconcile multiple git branches into one worktreeskillEngineeringL3
standup · Convening multiple worktrees/PRs as agents in a shared markdown chat to reconcile overlapping work without committing changes prematurely.
WORKS 48
Automate plugin semantic versioning and releaseskillEngineeringL3
claude-code-plugin-release · Provide expert guidance at a specific stage.
WORKS 48
List unpublished code changes by release layerskillEngineeringL1
get-unpublished-changes · Provide expert guidance at a specific stage.
WORKS 48
Analyze GitHub issues and PRs with evidenceskillEngineeringL2
github-triage · Provide expert guidance at a specific stage.
WORKS 48
QA opencode CLI, plugins, and databaseskillEngineeringL2
opencode-qa · When you need to prove a specific hook fired or a CLI command works without manual testing overhead.
WORKS 48
Run 16-agent pre-publish release gateskillEngineeringL3
pre-publish-review · When you're about to publish an npm package and need multi-agent coverage to catch edge cases across core, opencode, and codex layers.
WORKS 48
Publish npm package via GitHub ActionsskillEngineeringL2
publish · When you need end-to-end release orchestration across npm, GitHub, lazycodex, and Discord in a single coordinated workflow.
WORKS 48
Fix AI prompts that produce generic outputskillEngineeringProductL1
ent-prompt-troubleshoot · When AI output is disappointing and the fix is in the prompt, not the model — saves time vs trying new models.
WORKS 48
Remove unused code with safety verificationskillEngineeringL2
remove-deadcode · When you need to clean dead code at scale without manually hunting — LSP verification prevents false positives.
WORKS 51
Audit codebase security with parallel huntersskillEngineeringL3
security-research · When you need multi-agent security review that catches adversarial thinking across code, infra, and supply chain.
WORKS 51
Ship production code through full PR lifecycleskillEngineeringL3
work-with-pr · When you need structured PR review that checks correctness, tests, and merge conflicts before the merge button.
WORKS 48
Get IDE-grade code intelligenceskillEngineeringL2
lsp · When you need precise symbol tracking (dead code, refactor impact, dependency discovery) without regex fragility.
WORKS 48
Understand code rules and injectionskillEngineeringL1
rules · Automating per-project instruction injection without rewriting CLAUDE.md for every session.
WORKS 48
Rebuild projects for AI-native designskillProductEngineeringL3
ai-firstify · Systematically aligning existing projects to AI-first principles when piecemeal refactoring has plateaued.
WORKS 54
Debug runtime failures systematicallyskillEngineeringL2
debugging · Production bugs and flaky tests when you need runtime truth instead of plausible code stories.
WORKS 48
Master git commits and historyskillEngineeringL1
git-master · Atomic commits and complex history investigations when you need evidence-led git operations.
WORKS 53
Contribute verified bug-fix PRs for CodexskillEngineeringL2
lcx-contribute-bug-fix · Open-source contributions when you want an end-to-end workflow from bug report to merged PR.
WORKS 53
Report and triage Codex bugs with root causeskillEngineeringL2
lcx-report-bug · Reporting bugs when you want the maintainers to reproduce quickly without back-and-forth.
WORKS 48
Code and type-check modern language stacksskillEngineeringL3
programming · When building new code in Python/Rust/TypeScript/Go with strict discipline.
WORKS 57
Refactor and modernize codebaseskillEngineeringL2
refactor · When you need to restructure code with full codebase awareness and risk mapping.
WORKS 48
Remove AI-generated code smells and slopskillEngineeringL3
remove-ai-slops · When AI-generated code has stylistic/structural debt that must be cleaned before merge.
WORKS 57
Review work quality, security, and goalsskillEngineeringL3
review-work · When you need comprehensive post-implementation verification across goals, QA, code, and security.
WORKS 48
Validate UI changes with rigorous visual QAskillEngineeringProductL2
visual-qa · When you must rigorously verify UI changes before shipping.
WORKS 48
Build 3D web experiences with Three.js and WebGLskillEngineeringProductL3
3d-web-experience · When you need to add 3D/immersive elements to a web product.
WORKS 48
Initialize hierarchical knowledge baseskillEngineeringL1
init-deep · Generating comprehensive, hierarchical knowledge bases for agent systems with parallel discovery.
WORKS 48
Build WCAG-compliant accessible UIskillProductEngineeringL2
accessibility · Implementing WCAG 2.2 accessible components consistently across Web, iOS, and Android.
WORKS 48
Audit and fix accessibility issuesskillProductEngineeringL2
accesslint-audit · Systematically finding and fixing WCAG violations across code or pages with verify-after-fix loop.
WORKS 48
Compare accessibility violations across branchesskillEngineeringL2
accesslint-diff · Proving a UI change introduces no new accessibility regressions before merging to main.
WORKS 58
Intelligently refactor codeskillEngineeringL1
refactor · Restructuring large code sections with safety guarantees via LSP, AST-Grep, and regression tests.
WORKS 48
Audit live page accessibilityskillProductEngineeringL2
accesslint-scan · Auditing a live page comprehensively for all WCAG 2.2 violations with selector-grounded fix worklist.
WORKS 48
Remove AI-generated code smellsskillEngineeringL3
remove-ai-slops · Stripping boilerplate, dead code, and defensive patterns from AI-generated code without changing behavior.
WORKS 48
Add Tauri splashscreenskillEngineeringL2
adding-tauri-splashscreen · Building desktop applications with native performance and Rust backend integrated with web UI.
WORKS 48
Implement system tray functionalityskillEngineeringL2
adding-tauri-system-tray · Building desktop applications with native performance and Rust backend integrated with web UI.
WORKS 55
Audit AI agent stackskillEngineeringL3
agent-architecture-audit · Reviewing multi-agent system design for coupling, messaging patterns, and safety boundaries.
WORKS 48
Run visual QA for UIskillProductEngineeringL2
visual-qa · Detecting visual regressions and responsive design breakpoints across multiple screen sizes.
WORKS 48
Benchmark coding agentsskillEngineeringL3
agent-eval · Measuring multi-agent system output quality, safety alignment, and hallucination rates.
WORKS 48
Automate browser interactionsskillEngineeringOpsL2
agent-browser · Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.
WORKS 48
Test and benchmark LLM agentsskillEngineeringL3
agent-evaluation · Measuring multi-agent system output quality, safety alignment, and hallucination rates.
WORKS 48
Automate browser workflowsskillEngineeringOpsL2
dev-browser · Exposing browser DevTools and debugging APIs to agent automation workflows.
WORKS 48
Debug AI agent failuresskillEngineeringL2
agent-introspection-debugging · Automating browser interactions or debugging agent reasoning state with transparent step-by-step trace.
WORKS 48
Design agent memory systemsskillEngineeringL3
agent-memory-systems · Persisting multi-layer agent memory (short-term, long-term, skill) across conversations.
WORKS 48
Master git operationsskillEngineeringL1
git-master · Maintaining clean commit history and enforcing conventional-commit discipline across branches.
WORKS 48
Design agent tools and validationskillEngineeringL2
agent-tool-builder · Designing tools when LLM description quality matters more than implementation quality.
WORKS 48
Run security vulnerability auditskillEngineeringLegalL3
security-research · Parallel security audits that separate real exploitability from concern with dedicated hunters and PoC engineers.
WORKS 48
Configure YouTube API integrationskillEngineeringL2
personalhub-youtube · YouTube API setup, credential validation, and search/trending usage without building custom integrations.
WORKS 48
Operationalize LLM engineering with model routingskillEngineeringProductL2
agentic-engineering · Engineering workflows where AI agents perform most implementation and evals enforce quality gates.
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