cyberneticlibrary

The library

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

WORKS 58
Structure and document Claude Code skillsskillEngineeringL1
write-a-skill · Teams and individuals building reusable workflows in Claude Code who need to document skills in a format that enables agent discovery and execution.
WORKS 57
Write incident response runbooksskillEngineeringL1
eng-runbook · Quick reference during on-call rotations when incident response must be immediate and procedures must be precise and copy-paste-ready.
WORKS 57
Deliver clarity-first status updates that landskillEngineeringOpsL1
standup · Engineers and PMs who need to keep leadership informed without writing essays, and want their updates actually read instead of skimmed (because every sentence moves someone toward a decision or clarity).
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
Generate conventional commit messagesskillEngineeringL1
formatting-commits · When formatting-commits 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
Review Code Quality Before MergeskillEngineeringL1
code-review-and-quality · Before merging any change when human review is unavailable.
WORKS 48
Configure Agent Context and RulesskillEngineeringL1
context-engineering · When agent output quality is degrading due to insufficient or wrong context.
WORKS 48
Diagnose and Fix Build FailuresskillEngineeringL1
debugging-and-error-recovery · When something breaks and guessing wastes more time than structured triage.
WORKS 48
Document Architectural DecisionsskillEngineeringL1
documentation-and-adrs · When a significant architectural choice needs future engineers to understand the why.
WORKS 48
Manage Git Workflows and VersionsskillEngineeringL1
git-workflow-and-versioning · When version control workflow needs to be enforced consistently.
WORKS 48
Break multi-file changes into stepsskillEngineeringL1
incremental-implementation · Managing large multi-file changes by building and testing each vertical slice independently, avoiding tangled one-shot implementations.
WORKS 48
Prepare production deployment checklistskillEngineeringL1
shipping-and-launch · Shipping production changes with confidence through staged rollouts, monitoring, and tested rollback strategies.
WORKS 48
Write tests before implementing codeskillEngineeringL1
test-driven-development · Proving code correctness through tests, making bugs reproducible and fixes verifiable.
WORKS 48
Design brutalist data dashboardsskillProductEngineeringL1
industrial-brutalist-ui · When building data-heavy dashboards or technical portfolios that need to feel like declassified blueprints.
WORKS 48
Enforce complete code output without truncationskillEngineeringL1
full-output-enforcement · When complete, unabridged output is critical and default truncation patterns would break the deliverable.
WORKS 48
Understand claude-mem architecture and dataskillEngineeringL1
how-it-works · When applying how-it-works patterns to specialized interface challenges.
WORKS 48
Prime codebase by reading all source filesskillEngineeringL1
learn-codebase · When applying learn-codebase patterns to specialized interface challenges.
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
List unpublished code changes by release layerskillEngineeringL1
get-unpublished-changes · Provide expert guidance at a specific stage.
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
Understand code rules and injectionskillEngineeringL1
rules · Automating per-project instruction injection without rewriting CLAUDE.md for every session.
WORKS 48
Master git commits and historyskillEngineeringL1
git-master · Atomic commits and complex history investigations when you need evidence-led git operations.
WORKS 48
Initialize hierarchical knowledge baseskillEngineeringL1
init-deep · Generating comprehensive, hierarchical knowledge bases for agent systems with parallel discovery.
WORKS 58
Intelligently refactor codeskillEngineeringL1
refactor · Restructuring large code sections with safety guarantees via LSP, AST-Grep, and regression tests.
WORKS 48
Master git operationsskillEngineeringL1
git-master · Maintaining clean commit history and enforcing conventional-commit discipline across branches.
WORKS 48
Analyze git diffs and PR impactskillEngineeringL1
understand-diff · Analyzing code diffs to understand what changed and its graph-based impact zone.
WORKS 48
Get deep dive on code files and functionsskillEngineeringL1
understand-explain · Explaining code concepts to humans using graph-derived semantic connections.
WORKS 48
Design CLI tools safe for AI agentsskillEngineeringL1
ai-native-cli · Command-line tools that AI agents will invoke without human-in-the-loop monitoring.
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
Document architectural decisionsskillEngineeringOpsL1
architecture-decision-records · When you need to document hard architectural decisions and keep the reasoning discoverable over project lifetime.
WORKS 48
Design Astro site rendering strategyskillEngineeringL1
astro-core · Aligning rendering (SSG/SSR/hybrid + server islands) and content across an Astro site
WORKS 48
Route Astro project to right taskskillEngineeringL1
astro-orchestrator · Dispatching Astro work to correct specialist (framework/core/wiki-publisher/creative-frontend)
WORKS 48
Understand sandbox environmentskillEngineeringL1
carthage-env · When onboarding into a Carthage sandbox environment to understand mount scopes and permission model.
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
Reference backend stack patternsskillEngineeringL1
backend-skill · When domain-specific guidance is required.
WORKS 48
Apply Awwwards design systemskillProductEngineeringL1
awwwards-ui-skills · When domain-specific guidance is required.
WORKS 48
Reference backend architecture patternsskillEngineeringL1
backend-architecture-core · 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
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
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
Reference for browser automation tacticsskillEngineeringProductL1
browser-automation-core · Deciding which browser/UI automation spoke to invoke
WORKS 48
Analyze astronomical data with AstropyskillEngineeringDataL1
astropy · Astronomy research when specialized units + coordinates matter
WORKS 51
Validate Flutter documentation locallyskillEngineeringL1
validate-pr · Pre-merge verification when maintainer review unavailable
WORKS 48
Debug browser behavior with console captureskillEngineeringProductL1
browser · One-shot diagnostics and deployment verification
WORKS 48
Build polished Expo React Native appsskillEngineeringL1
building-native-ui · Performance-critical UIs where web is too slow
WORKS 48
Scaffold new CLI commands in LumenskillEngineeringL1
new-command · When adding new CLI subcommands to Lumen that follow register pattern, need offline operation, and must pass TypeScript type-checking.
WORKS 48
Emit events from Tauri Rust backendskillEngineeringL1
calling-frontend-from-tauri-rust · When you need high-throughput or low-latency Rust-to-frontend communication beyond the basic event system.
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