Best software development skills, page 24

Reviews BiSheng spec, design and tasks documents with checklists for PRD gaps, handover readiness and acceptance traceability, producing a report or an LGTM.

dataelement/bisheng

Prepare PRs for review by cleaning noisy history, improving PR descriptions, and adding reviewer guidance without changing code behavior.

cursor/plugins

Strips the cues that make prose read as AI-generated and forces a deliberate human voice instead of the model's default register.

JCarterJohnson/vibecoded-design-tells

Prepare and ship a Takopi release. An agent skill from banteg/takopi.

banteg/takopi

Python design patterns for CLI scripts and utilities — type-first development, deep modules, complexity management, and red flags.

mindfold-ai/Trellis

AI-powered multi-agent code review. An agent skill from spencermarx/open-code-review.

spencermarx/open-code-review

Finds the first failing layer when an OpenLogi Logitech device is missing or misbehaving across enumeration, open, probe, IPC and UI.

AprilNEA/OpenLogi

Shared reference for naming, function size, complexity and error handling rules that reviewer agents apply across TypeScript, Python, Go, Rust, Java, C# and Swift.

zereight/gitlab-mcp

Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics

nperez0111/bookhive

在仓库内按代码生成器模板、项目 reference 文档和既有约定生成或修改代码。用于新增或修改 CRUD 模块、controller/service/mapper/BO/VO/entity、MyBatis-Plus/MPJ 查询、数据权限、缓存、翻译/JSON 增强、公共 common 模块能力、JavaDoc 注释，以及与后端接口配套的 Vue 3 + TypeScript…

dromara/RuoYi-Cloud-Plus

Release a new Pulse version end to end — checks, bilingual CHANGELOG entry, VERSION, tag, the release workflow, syncing main, and the issue replies that go with it.

qunqin24/Pulse

Adds a new local feature matching model from a GitHub repository to the image-matching-webui project as a working WebUI option.

Vincentqyw/image-matching-webui

Trigger: "commit", "prepare commit", "create PR", "push", "open pull request", or mentions committing, pre-commit checks, pull requests in Materialize.

MaterializeInc/materialize

Review blade PRs by fetching diff, checking CI status, and getting Storybook URL.

razorpay/blade

Cut a new pymobiledevice3 release — create the GitHub release (which publishes to PyPI) with a curated Highlights section.

doronz88/pymobiledevice3

Build PX4 firmware or SITL natively on a Linux host, in the current checkout, without flashing hardware.

PX4/PX4-Autopilot

Run a final code review on a pull request

openinterpreter/openinterpreter

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows.

Yikai-Liao/symusic

This skill should be used when the user asks to "create a commit", "generate commit message", "commit changes", "make a commit", mentions "conventional commits", or discusses commit message…

tektoncd/cli

Prepare code for release (version bumps, changelog, README updates) and create an annotated tag to trigger the GoReleaser workflow.

jrswab/axe

Check whether Claude Code, Claude Agent SDK, and Codex SDK have new versions on npm.

tony1223/better-agent-terminal

Comprehensive code review for Java - clean code principles, API contracts, null safety, exception handling, and performance.

piomin/claude-ai-spring-boot

A skill your agent uses to remove a feature flag when the flag is no longer needed and its current state must be made permanent.

androidx/androidx

This skill should be used when the user asks to "create a new prompt sample", "add a new prompt sample", "scaffold a new prompt sample", "create a prompt contribution", "add a prompt", or needs to…

pnp/copilot-prompts

mlx-serve pre-release validation checklist, CalVer versioning, release steps, and CHANGELOG style.

ddalcu/mlx-serve

A skill your agent uses for implementation, maintenance, or configuration in dsh-web; scope the change and load only its relevant workflow.

zhu1090093659/dsh-web

Combines all git commits for a change into a single commit and pushes it to gerrit.

apache/impala

Log genuine, recurring repository friction to .agents/PAPERCUTS.md — confusing setup, a flaky repo command or script, a misleading in-repo error, stale generated files, or a non-obvious gotcha that…

every-app/open-seo

A skill your agent uses for HarmonyOS NEXT development help and local DevEco automation.

linhay/harmony-next.skills

Analyzes git branch diffs (added, modified, deleted files) against the default or target branch, and generates a conventional commit title, PR title, and formatted markdown PR description for…

flutter-ml/google_ml_kit_flutter

Works through every review comment on a pull request in one pass, fixes what it can, escalates human decisions and keeps CI churn to a single push.

weave-os/router

Cut a new Knockoff release — bump the version, roll release notes, tag, and ship to the Chrome Web Store, Firefox Add-ons (AMO), and the Mac & iOS App Store, reporting per-store status at the end.

Shpigford/knockoff

Run a deep DRY + code-hygiene audit of the Rust workspace and turn the findings into verified, deduplicated, hierarchical GitHub tech-debt issues.

tsz-org/tsz

Prepare, create, or update a PokeTokenBar pull request with an English Conventional Commits title, the repository PR template, and mandatory images for visible UI changes.

chattymin/PokeTokenBar

Runbook for releasing the executor CLI package (stable and beta).

UsefulSoftwareCo/executor

Developer guide for the Cortex-M (CMSIS-NN) backend in ExecuTorch: quantization pipeline, pass manager, tests and adding new ops.

pytorch/executorch

Upgrade @figma/plugin-typings and absorb what the new version exposes.

awdr74100/figwright

Reviews a verdaccio diff, branch or PR against the repository's review guide, verifies each finding in the code and reports only actionable issues.

verdaccio/verdaccio

Publish a new release version of Lynx Proxy. An agent skill from xin2017338/lynx-proxy.

xin2017338/lynx-proxy

Reviews an OpenROAD pull request in the project's priority order and prints draft review notes for a human reviewer to inspect and post.

The-OpenROAD-Project/OpenROAD

Audit a software repository and turn reproducible signals into a prioritized, evidence-backed health report or compare audit snapshots over time.

1838904818/audit-repo

Add a new AI model to Pipelex's own inference configuration: the backend TOMLs in .pipelex/inference/backends/ (OpenAI, Azure, Anthropic, Bedrock, Google, Vertex, Mistral and the rest), the kit…

Pipelex/pipelex

Gives an agent a quick map of a codebase's structure, dependencies, changes and handoffs, and tunes per-project config so the output stays code-first.

JordanCoin/codemap

A skill your agent uses when writing, reviewing, or committing code to enforce Karpathy's 4 coding principles — surface assumptions before coding, keep it simple, make surgical changes, define…

kunstmusik/blue

Semantic linting with perch. An agent skill from lakeday-org/perch.

lakeday-org/perch

Commit, push, branch, and manage version control with GitButler.

gitbutlerapp/grit

Designs software architecture and selects appropriate patterns for projects.

CloudAI-X/claude-workflow-v2

Runs a real Codex CLI session through claude-tap and produces trace evidence and viewer screenshots for pull requests that touch capture, proxying or the viewer.

liaohch3/claude-tap