mcpbeat Sign in

Development Claude Skills

8 673 development skills from 759 authors. They write and change code. Half of them fit into 1 830 tokens or less — that is what one costs your context window when the agent loads it. 1 213 ship runnable scripts rather than instructions alone. 42 of them cannot work without an MCP server, most often rube. We also found 1 239 copies of these same skills sitting in other people's repositories — counted once here, not 1 239 times.

8 673 unique 759 authors 10 updated this month 1 368 from vendors

1 830
tokens, median
what a typical one costs in context
1 213
ship scripts
code that runs, not instructions alone
42
need a server
most often rube
1 239
copies elsewhere
counted once here, not once per repository

3 841–3 888 of 8 673

page 81 of 181
Challenge
by athola

Presents adaptive codebase challenge questions with multiple-choice and trace exercises. Use when testing contributor knowledge of the codebase.

591 tokens
Extract
by athola

Builds the gauntlet knowledge base from AST extraction and AI enrichment. Use when initializing or refreshing codebase knowledge for challenges.

509 tokens
Graph Search
by athola

Searches the code knowledge graph by function, class, or type using FTS5 full-text search. Use when locating code entities by name or qualified path.

487 tokens
Dependency Verification
by athola

Verifies a package exists before install, defending against hallucination and slopsquatting. Use when adding, recommending, or installing a package.

1.4k tokens
Assisted Mastery
by athola

Makes agent reasoning visible, surfaces tradeoffs, and fades help so humans build judgment. Use when reviewing or learning from agent-written code.

1.8k tokens
Catchup
by athola

Summarizes recent git changes for context recovery after session breaks. Use when resuming work after a gap or handing off to another session.

889 tokens
Review Core
by athola

Provides review-workflow scaffolding for context, evidence, and output. Use at the start of any detailed review to ensure consistent, comparable findings.

1.6k tokens
Content Sanitization
by athola

Provides sanitization guidelines for external content in skills and hooks. Use when loading GitHub Issues, PRs, WebFetch results, or any untrusted input.

1k tokens
Workflow Monitor
by athola

Detects workflow failures and inefficient patterns then files GitHub issues. Use when a workflow step repeatedly fails or produces inconsistent output.

1.7k tokens
Damage Control
by athola

Recovers broken agent state via crash recovery, context overflow, and merge conflict protocols. Use when an agent session fails or a worktree is corrupted.

1.4k tokens
Git Platform
by athola

Detects git forge (GitHub/GitLab/Bitbucket) and maps CLI commands cross-platform. Use when writing skills that must run on any git hosting provider.

1.3k tokens
Evaluation Framework
by athola

Provides weighted scoring, rubrics, and decision-threshold patterns. Use when designing quality gates, evaluation systems, or decision frameworks.

1.4k tokens
Loop Optimization
by athola

Decides hand-vs-compiler for loop transforms (unrolling, SIMD, fusion, hoisting). Use when reviewing/authoring a hot loop or tempted to hand-optimize one.

1.2k tokens
Quota Management
by athola

Tracks quotas, monitors thresholds, and degrades gracefully for rate-limited APIs. Use when integrating external services that impose rate or cost limits.

908 tokens
Sem Integration
by athola

Provides sem semantic-diff detection, install-on-first-use, and fallback patterns. Use when building skills that consume git diff output.

697 tokens
Supply Chain Advisory
by athola

Audits dependency supply chains for bad versions, lockfile drift, and artifact integrity. Use when adding deps, handling incidents, or releasing a plugin.

1.1k tokens
Dora Metrics
by athola

Computes DORA delivery-performance metrics from git and GitHub API. Use when assessing deployment frequency, lead time, or change failure rate.

1.2k tokens
Github Initiative Pulse
by athola

Generates markdown digests and CSV exports for GitHub initiative health. Use when reporting on issue/PR progress across a milestone or project.

575 tokens
Python Async
by athola

Async Python patterns via asyncio and aiohttp for I/O-bound concurrency. Use when adding async APIs, handling concurrent I/O, or debugging async code.

689 tokens
Python Packaging
by athola

Python package creation and PyPI distribution via pyproject.toml and entry points. Use when publishing a package or setting up build configuration.

1k tokens
Python Performance
by athola

Profiles Python code for performance bottlenecks and memory issues. Use when Python code is slow or when profiling for optimization before a release.

730 tokens
API Review
by athola

Evaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before releasing a new API surface.

1.4k tokens
Harden
by athola

Applies NIST/CWE security hardening to Python and Rust code. Use when auditing code for vulnerabilities or proposing concrete security remediations.

2.8k tokens
Code Refinement
by athola

Improves code quality across duplication, efficiency, and architectural fit. Use when code passes tests but quality is poor or before a major release.

3k tokens
Math Review
by athola

Verifies math-heavy code for algorithmic correctness and numerical stability. Use when reviewing scientific algorithms, ML models, or numerical code.

1.4k tokens
Performance Review
by athola

Detects time and space complexity hotspots via AST scan. Use when code feels slow, before performance-sensitive merges, or to find O(n²) regressions.

2.9k tokens
Rust Review
by athola

Audits Rust code for unsafe blocks, ownership issues, and Cargo dependency risks. Use when reviewing Rust code or before merging Rust changes.

2.4k tokens
Safety Critical Patterns
by athola

Applies NASA Power of 10 rules for safety-critical verifiable code. Use when auditing financial, medical, or high-reliability system code.

1.6k tokens
Tiered Audit
by athola

Runs a three-tier codebase audit (git history, targeted scans, full review) with gating. Use when auditing a codebase before release or after incidents.

1.5k tokens
Doc Updates
by athola

Updates documentation after code changes with quality gates, slop detection, and accuracy checks. Use when code changes require corresponding doc updates.

3.4k tokens
Git Workspace Review
by athola

Verifies workspace state and staged changes as a read-only preflight. Use before commits or PRs to confirm staged set is clean and correct.

1k tokens
File Analysis
by athola

Maps file structure and module organization of a codebase. Use before architecture reviews, refactoring planning, or migration scope estimation.

685 tokens
Stack Push
by athola

Pushes all branches in a stack and opens or updates one dependent PR per slice. Use after stack-create to publish the stack or after adding commits to a slice.

1.3k tokens
Stack Create
by athola

Initializes a stacked branch set from an ordered plan, one branch per slice with parent-child links. Use when a plan has 2+ sequentially dependent changes.

1.1k tokens
Stack Rebase
by athola

Cascades a rebase through an entire PR stack after a base PR merges or upstream changes. Use when a stack needs to incorporate new base branch commits.

1.6k tokens
Task Planning
by athola

Generates phased, dependency-ordered implementation tasks from specifications. Use after spec is complete and before starting implementation.

1k tokens
Code Search
by athola

Searches GitHub for existing implementations, libraries, or patterns. Use when finding code examples or prior art on a topic during a research session.

371 tokens
Firebase Cpp Test Runner
by firebase

Workflows for locally building and running test apps for the Firebase C++ SDK across Android, iOS, and Desktop. Use when validating new features or bug fixes.

918 tokens
Firebase Cpp Formatter
by firebase

Formatting workflow for C++ and Objective-C code in the Firebase C++ SDK. Use when modifying source code and ensuring compliance with the repository's clang-format rules.

524 tokens
Firebase Cpp Builder
by firebase

Instructions and workflows for building the Firebase C++ SDK natively. Use this skill when you need to compile the C++ SDK per-product (e.g., auth, database) across different platforms (Desktop, iOS, Android).

966 tokens
Analyzing AgentScope Library
by Microck

This skill provides a way to retrieve information from the AgentScope library for analysis and decision-making.

814 tokens
Andrew Kane Gem Writer
by Microck

Write Ruby gems following Andrew Kane's proven patterns and philosophy. Use when creating new Ruby gems, refactoring existing gems, designing gem APIs, or when the user wants clean, minimal, production-ready Ruby library code. Triggers on requests like "create a gem", "write a Ruby library", "design a gem API", or mentions of Andrew Kane's style.

1.2k tokens
API Test Generator
by Microck

Генерация полных Python pytest тестов для REST API эндпоинтов с валидацией схемы. Использовать при создании тестов для новых эндпоинтов, добавлении покрытия для CRUD операций или валидации соответствия API с OpenAPI схемами.

3.2k tokens
AWS Serverless Eda
by Microck

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

5.2k tokens
Bd Issue Tracking
by Microck

Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.

5.8k tokens
Bitcoin Auth Diagnostics
by Microck

Diagnose and troubleshoot bitcoin-auth token generation and verification issues. This skill should be used when users encounter authentication failures, signature verification errors, or integration problems with the bitcoin-auth library.

2.4k tokens
Btc Connect
by Microck

专业的比特币钱包连接技能,支持btc-connect core、react、vue包在React、Vue、Next.js、Nuxt 3项目中的完整集成,包含UniSat和OKX钱包适配、网络切换功能、SSR环境配置、统一Hook API和v0.5.0最新特性

3.1k tokens zh
Claude Code Analyzer
by Microck

Analyzes Claude Code usage patterns and provides comprehensive recommendations. Runs usage analysis, discovers GitHub community resources, suggests CLAUDE.md improvements, and fetches latest docs on-demand. Use when user wants to optimize their Claude Code workflow, create configurations (agents/skills/commands), or set up project documentation.

2.3k tokens