Best software development skills, page 18

A skill your agent uses when: retrieving, exporting, triaging, or remediating Azure DevOps Component Governance alerts for this repository, including CG report URLs, vulnerable pnpm dependencies…

OfficeDev/microsoft-365-agents-toolkit

Explain and reason about Dynamic Consistency Boundaries (DCB) and how Axon Framework 5 and Axon Server implement them.

AxonIQ/AxonFramework

Assess a FastMCP pull request for justified behavior, compatibility, and correctness, then follow CI and review feedback to a revision-specific verdict.

PrefectHQ/fastmcp

Guides writing JavaScript in n8n Code nodes: picking an execution mode, reading input data, returning items, using built-in helpers and avoiding common errors.

czlonkowski/n8n-skills

Simulate GCViewer CI paths (pull request, develop snapshot, master release) with DRYRUN and selectable OpenJDK 8/17/21/25.

chewiebug/GCViewer

Guides adding an LLM provider to DeepChat through explicit source changes: collect the provider details, pick a transport path and add registry entries and tests.

ThinkInAIXYZ/deepchat

Adds shadcn/ui-styled README badges, badge groups, download charts, header banners and sponsor or contributor grids using the shieldcn service.

jal-co/shieldcn

Rules for writing PR descriptions, changelog entries and feature documentation in the Opik repository, including the exact headings that CI requires.

comet-ml/opik

Fetches review comments from a GitHub pull request, checks each one against the real code, rates it valid, invalid or partial, and can reply on GitHub.

breaking-brake/cc-wf-studio

Guidance for changing the Tabler framework's own JavaScript in core/js: the tabler.js and tabler-theme.js bundles, the Bootstrap port and their tests.

tabler/tabler

Fetches unresolved pull request comments using the GitHub CLI (gh), addresses feedback in the codebase, and formats markdown replies for easy copy-pasting to GitHub PRs.

flutter-ml/google_ml_kit_flutter

Audits a project's agent configuration, instruction drift, hooks, MCP and AI maintainability, then reports prioritized findings with evidence and next actions.

tw93/Waza

Builds ExecuTorch from source: the Python package, C++ runtime, model runners, Android and iOS cross-compilation and backend-specific builds, with environment checks.

pytorch/executorch

A harness that makes Opus (or any Claude model) behave like Fable — it enforces seeing a task through to the end, with evidence and verification, as procedure.

fivetaku/fablize

Systematic evidence-based debugging using runtime logs. An agent skill from millionco/expect.

millionco/expect

Reviews recent code changes and checks if documentation needs updates.

NVlabs/alpasim

Fixes an OpenROAD bug from a GitHub issue or error code: finds the root cause, implements the fix, adds a regression test and prepares a signed-off commit.

The-OpenROAD-Project/OpenROAD

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing.

sangrokjung/claude-forge

Analyze master branch implementation and configuration to find missing, incorrect, or outdated documentation in docs/, README.md, and per-package READMEs.

redis/node-redis

Parses a React DevTools Profiler JSON export with Python scripts to find re-render storms, commit fan-out and why a component rendered, without opening the DevTools UI.

keybase/client

Cut an OpenSEO release — bump the version, draft user-facing release notes from commits since the last tag, run a review + subagent-verification pass, and open a "release: vX.X.X" PR.

VladSez/easy-invoice-pdf

Create a GitHub pull request with gh pr create. An agent skill from Emiyaaaaa/HiveMind.

Emiyaaaaa/HiveMind

Codebase health scanner and technical debt tracker. An agent skill from Git-on-my-level/codex-autorunner.

Git-on-my-level/codex-autorunner

Scan codebase architecture and generate/update .omm/ documentation.

oh-my-mermaid/oh-my-mermaid

Walks through capturing and comparing V8 heap snapshots to find memory leaks in the Qwen Code Node.js CLI, using tmux and the chrome-devtools CLI.

QwenLM/qwen-code

Post a "what's changed since the last release" recap to the release Slack channel for final QA.

Kiln-AI/Kiln

A skill your agent uses when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git…

farm-fe/farm

Build, review, and troubleshoot RTDF React applications using exact component APIs, themes, icons, localization, and scaffolding.

any-tdf/any-tdf

Review and implement hardware driver code — DMA safety, interrupt correctness, timing constraints, peripheral register usage, channel drivers, and peripheral mock implementations.

FastLED/FastLED

Review open, non-draft pull requests in ccfddl/ccf-deadlines.

ccfddl/ccf-deadlines

Analyzes the current branch's changes since it diverged from base and opens a pull request through the GitHub CLI with an auto-generated, standardized description.

UfoMiao/zcf

Structures git workflow practices. An agent skill from shashankswe2020-ux/whoop-mcp.

shashankswe2020-ux/whoop-mcp

Pre-commit review: security scan, quality gates, auto-fix. An agent skill from HezaoHezao/poirot.

HezaoHezao/poirot

This skill should be used when analyzing technical debt in a codebase, documenting code quality issues, creating technical debt registers, or assessing code maintainability.

ailabs-393/ai-labs-claude-skills

This skill should be used when building, modifying, or debugging a react-admin application — including creating resources, lists, forms, data fetching, authentication, relationships between…

Awesome-Technologies/synapse-admin

Close the tracker issues that recently merged PRs authoritatively fixed — via fixes/closes/resolves keywords or closingIssuesReferences — and post informational comments on issues whose PRs were…

go-musicfox/go-musicfox

Runs the anomalib benchmarking pipeline to train/evaluate a grid of model + dataset (+ category) combinations and collect metrics into a results CSV.

open-edge-platform/anomalib

A skill your agent uses when preparing to publish a new version of a PHP Composer package and need to write or update CHANGELOG, upgrade guides, and documentation before tagging and releasing

yansongda/pay

Validate your code changes through the no-mistakes pipeline - automated code review, tests, lint, docs, push, PR, and CI - before they reach upstream.

mnemosyne-oss/mnemosyne

Debug the built Read Frog extension in real Chrome. An agent skill from mengxi-ream/read-frog.

mengxi-ream/read-frog

Create or update a changeset fragment (.changeset/.md) reflecting the changes made in the current session or branch.

whitphx/stlite

Review code changes for correctness, clarity, and potential issues.

wasp-lang/wasp

A skill your agent uses when writing, scaffolding, or modifying Nuclear plugins.

nukeop/nuclear

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps.

microsoft/aspire.dev

Runtime-V2 performance-iteration workflow. An agent skill from mirage-project/mirage.

mirage-project/mirage

Clones any web app pixel-for-pixel from a URL. An agent skill from per-simmons/clone-app-pat-pro-public.

per-simmons/clone-app-pat-pro-public

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.

ywwynm/EverythingDone

A skill your agent uses when preparing, cutting, tagging, publishing, or verifying an IPTVnator release or its release assets.

4gray/iptvnator