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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | This skill should be used when the user is writing Go code and needs guidance on Go-specific pedantry: error wrapping with fmt.Errorf and %w, interface design (accept interfaces return structs)… | chromedp/ | 13k | — | ~3.7k | Automated safety check: Pass | MIT | 3 days ago |
| 2 | Covers developing the LangBot core backend and web UI: dev setup, repo layout, API auth types, adding endpoints, migrations and keeping the MCP server in step. | langbot-app/ | 18k | — | ~1.4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 3 | Reviews REST API design for correct HTTP verbs, versioning, DTO use, consistent responses and backward compatibility before an API change ships. | decebals/ | 751 | 1 repo | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 4 | Applies extend-only design rules to NuGet packages and distributed systems, covering source, binary and wire compatibility and how to deprecate members safely. | Aaronontheweb/ | 1.2k | 2 repos | ~2.7k | Automated safety check: Pass | MIT | 21 days ago |
| 5 | Comprehensive code review for Java - clean code principles, API contracts, null safety, exception handling, and performance. | piomin/ | 1.3k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | 5 mo ago |
| 6 | 6.Design Design or review software architecture, API contracts, data models, and module boundaries for the Static Web Server (SWS) project | static-web-server/ | 2.4k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Software design philosophy guide based on John Ousterhout's "A Philosophy of Software Design." Use this skill during: code reviews, architecture discussions, API design, module decomposition… | luoling8192/ | 346 | — | ~3.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 8 | A skill your agent uses when debugging UE C++ crashes, runtime bugs, or unexpected behavior with Rider MCP available. | JasonMa0012/ | 749 | — | ~2.9k | Automated safety check: Notes | Unknown | 20 days ago |
| 9 | Assesses what an API change would break before it is made, finds every usage, documents the impact and plans a deprecation or migration path. | ruby-git/ | 1.8k | — | ~1.7k | Automated safety check: Pass | MIT | 7 days ago |
| 10 | 10.Go Idiomatic Go - package and interface design, error wrapping, table-driven tests, generics, the modern standard library (slices/maps/cmp/errors.Join), current syntax, and logging discipline. | inference-gateway/ | 214 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 11 | A skill your agent uses when optimizing, refactoring, reviewing, or fixing AtomUI controls, including control API contracts, member layout, file splitting, lifecycle, AXAML structure, correctness… | AtomUI/ | 842 | — | ~3.4k | Automated safety check: Pass | LGPL-3.0 | yesterday |
| 12 | 12.Go Standards Idiomatic Go conventions — naming, error handling, concurrency, interfaces, testing, and API design. | asymmetric-research/ | 133 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 13 | Write modern, high-performance C code using records, pattern matching, value objects, async/await, Span<T/Memory<T, and best-practice API design patterns. | sketch7/ | 121 | 3 repos | ~2.7k | Automated safety check: Pass | MIT | 20 days ago |
| 14 | 14.Rust Skills Comprehensive Rust coding guidelines with 265 rules across 26 categories. | JMBeresford/ | 2.1k | 1 repo | ~9.5k | Automated safety check: Pass | MIT | 4 days ago |
| 15 | Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. | Azure/ | 121 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 16 | Generate comprehensive, accurate API documentation from source code. Use when creating or updating API documentation, generating OpenAPI specs, or… | luongnv89/ | 42k | — | ~429 | Automated safety check: Pass | MIT | 8 days ago |
| 17 | Review AI-generated or human-written code changes with fallow's graph-grounded review brief. | fallow-rs/ | 129 | — | ~5.4k | Automated safety check: Pass | MIT | yesterday |
| 18 | 18.Rust Skills Comprehensive Rust coding guidelines with 179 rules across 14 categories. | noh-rs/ | 156 | — | ~5.3k | Automated safety check: Pass | MIT | 6 days ago |
| 19 | Evaluates system boundaries and tradeoffs and writes architecture recommendations, option comparisons or ADRs, with a Mermaid diagram when structure changes. | first-fluke/ | 1.3k | — | ~2.6k | Automated safety check: Pass | MIT | today |
| 20 | Reviews APIs, configuration schemas and library interfaces for footguns, the designs where the easy path leads to insecure use, using a four-phase analysis. | trailofbits/ | 7.4k | 3 repos | ~3k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 21 | Create, validate and maintain OpenAPI 3.1 specs for REST APIs, whether designed first or generated from existing code, and use them for docs and client SDKs. | wshobson/ | 40k | 10 repos | ~511 | Automated safety check: Pass | MIT | 3 days ago |
| 22 | Evidence-based workflow for designing or modernizing a software system: current-state inventory, options, API and schema contracts, migration plans, ADRs and verification. | Light0305/ | 641 | — | ~3.6k | Automated safety check: Pass | MIT | 3 mo ago |
| 23 | When the user needs to design or evaluate system architecture — service boundaries, data models, API contracts, infrastructure topology, database selection, or dependency analysis. | shawnpang/ | 341 | — | ~2.1k | Automated safety check: Pass | MIT | 6 mo ago |
| 24 | Authors and maintains the human-facing Agentic Workflows API documentation for the lungo subproject at coffeeAGNTCY/coffeeagents/lungo/docs/workflow-instanceapi.md. | agntcy/ | 112 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | Reference for designing how an API reports failures: structured error codes, response shapes, client-friendly messages, an error catalog and retry or fallback advice. | revfactory/ | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 26 | Reviews a plan for a developer-facing product by profiling developer personas, benchmarking rivals and scoring friction, in expansion, polish or triage mode. | garrytan/ | 136k | — | ~17k | Automated safety check: Notes | MIT | today |
| 27 | Review code for any Frappe application — a checklist distilled from years of engineering practice on correctness, security, performance, concurrency, readability, API design, and testing. | frappe/ | 146 | — | ~3.8k | Automated safety check: Pass | No licence | 8 days ago |
| 28 | Ukrainian-language skill for writing API documentation from source code: OpenAPI specs, endpoint pages, SDK examples, integration and authentication guides and error code references. | luongnv89/ | 42k | — | ~375 | Automated safety check: Pass | MIT | 8 days ago |
| 29 | Chinese-language skill that produces API docs from source code, covering OpenAPI specs, endpoint write-ups, SDK usage samples, integration guides, error code tables and auth guides. | luongnv89/ | 42k | — | ~272 | Automated safety check: Pass | MIT | 8 days ago |
| 30 | Checks whether a tRPC procedure change is safe for released desktop, mobile, CLI and SDK builds, picks a compatible pattern and decides when a deprecated procedure can go. | superset-sh/ | 15k | — | ~1.7k | Automated safety check: Pass | Unknown | today |
| 31 | Reviews test code in GitHub pull requests for isolation, public-API contract coverage, AAA structure, and correct exception assertions. | axelixlabs/ | 148 | — | ~3.2k | Automated safety check: Pass | LGPL-3.0 | yesterday |
| 32 | Foundational software design principles applied specifically to robotics module development. | arpitg1304/ | 368 | — | ~7.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 33 | Rust code conventions covering edition 2024, cargo fmt/clippy, Result-based error handling, unsafe discipline, async with tokio, API-guideline naming, trait implementations, benchmarking, and… | Goldziher/ | 158 | — | ~746 | Automated safety check: Pass | MIT | today |
| 34 | Methodology for systematically designing and generating CLI tool argument parser structures. | revfactory/ | 1.3k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 35 | Design rules for command-line tools that coding agents can run reliably: flags over prompts, layered help with examples, fast errors, idempotency and dry-run. | cursor/ | 10k | — | ~828 | Automated safety check: Pass | No licence | today |
| 36 | 36.Test Writer Writes new tests for Axelix source code (Java, Kotlin, TypeScript, JavaScript) that follow the project's testing standards — public-API contract coverage, test isolation, given/when/then structure… | axelixlabs/ | 148 | — | ~2.2k | Automated safety check: Pass | LGPL-3.0 | yesterday |
| 37 | 37.Etiology Bug-fix discipline — every defect has an etiology, the chain of cause that produced the observable fault; trace it before patching. | gridaco/ | 2.7k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 38 | Generate interface/API docs — OpenAPI 3.1/AsyncAPI 3.0 specs, API topology diagrams, interface flow (sequence) diagrams, API changelog. | jh941213/ | 126 | — | ~863 | Automated safety check: Notes | No licence | 2 mo ago |
| 39 | A skill your agent uses when running or scheduling periodic repository review cycles that must dispatch the correct reviewer, aggregate findings, and escalate outcomes into reports, issues, or… | TencentCloudBase/ | 1.1k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 40 | React/Next.js component design patterns, state management strategies, and project structure reference for frontend development. | modu-ai/ | 1.2k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | 41.CLI Design Unix-composable CLI design patterns. An agent skill from citypaul/.dotfiles. | citypaul/ | 739 | — | ~6.6k | Automated safety check: Notes | CC-BY-SA-4.0 | 6 days ago |
| 42 | 42.Go Generics A skill your agent uses when deciding whether to use Go generics, writing generic functions or types, choosing constraints, or picking between type aliases and type definitions. | cxuu/ | 170 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 43 | Clarify a material user-owned product decision before substantive implementation commitments. | asgeirtj/ | 69k | — | ~687 | Automated safety check: Pass | CC0-1.0 | yesterday |
| 44 | Builds a feature specification from scratch through a relentless, evidence-based interview that walks the design tree decision-by-decision, resolving dependencies as it goes. | testdouble/ | 279 | — | ~9.1k | Automated safety check: Pass | MIT | 7 days ago |
| 45 | 45.Workspace Dynamic multi-repo and monorepo awareness for Claude Code. An agent skill from alinaqi/maggy. | alinaqi/ | 707 | — | ~7.3k | Automated safety check: Pass | MIT | 14 days ago |
| 46 | Writing developer-facing prose that can be skimmed first and trusted enough to finish — READMEs, guides, tutorials, reference docs, proposals, PR descriptions, release notes. | citypaul/ | 739 | — | ~2.5k | Automated safety check: Pass | MIT | 6 days ago |
| 47 | Run the Azure SDK generation pipeline for a release plan and create the generated SDK pull requests, for one language or for all languages. | Azure/ | 134 | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 48 | Automatically fix Azure SDK CI/CD pipeline failures by applying code changes and verifying locally. | Azure/ | 134 | — | ~831 | Automated safety check: Pass | MIT | today |