Development · For developers

Autonomous performance optimization: research, PoC, benchmark, implement, review, PR

raullenchai/Rapid-MLX

Use Machinist to create, assign, and monitor software tasks.

owainlewis/machinist

Posts pull request review findings as GitHub draft (pending) inline comments for a human to edit and submit, instead of publishing them straight to the PR author.

agent-substrate/substrate

Set up a local branch that tracks a fork PR and can be pushed back to it, without fetching the whole fork.

Nuitka/Nuitka

Control, debug, and test the live dev browser extension UI (Options, Popup, Sidepanel) via CDP with persistent login states and accounts.

qixing-jk/all-api-hub

A skill your agent uses when maintaining the moonbitlang/moonbit-docs repository, including Sphinx docs under next/, MoonBit examples under next/sources/, error-code documentation, gettext…

moonbitlang/moonbit-docs

Runs a coordinated EthereumJS npm release round in six human-gated phases — intent and readiness, CHANGELOG, version bump, publish (human executes), post-publish verification, and announcements.

ethereumjs/ethereumjs-monorepo

Brings a RuView CSI sensing node online by building ESP32-S3 or ESP32-C6 firmware, flashing the board, provisioning WiFi and checking the serial output.

ruvnet/RuView

Prepare Voyager commits, pull requests, and contribution evidence, or claim an issue and check review readiness.

voyager-crew/voyager

A skill your agent uses to cut an APM release from the current worktree: assess whether the cycle since the last tag warrants a patch or minor bump (semver discipline against the…

microsoft/apm

Adds Liger Kernel support for a new HuggingFace Transformers model, or modifies existing monkey-patching.

linkedin/Liger-Kernel

Converts RStudio Python Selenium electron tests into TypeScript Playwright tests, checking each against a live RStudio before counting it as migrated.

rstudio/rstudio

Adds a private developer-experiments feature flag to Ghost, covering the backend registration, the Labs settings toggle and the test snapshot updates.

TryGhost/Ghost

Read or write ONNX text format ("onnxtxt"). An agent skill from onnx/onnx.

onnx/onnx

Core best practices for the Dinero.js money library. An agent skill from dinerojs/dinero.js.

dinerojs/dinero.js

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/LangBot

SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more).

specstoryai/getspecstory

Generates a complete agent skill for a target tool, API, library or workflow through a seven-phase pipeline that ends with testing, tuning and packaging for several platforms.

AgentSkillOS/SkillAnything

Walks a maintainer through cutting a Worktrunk release: sync the release branch, pass two test gates, review the changes, then publish.

max-sixty/worktrunk

Find latent bugs in a local PostgreSQL source tree (RELxxSTABLE branch or HEAD) the way a core hacker does: build a heavily-poisoned debug instance (cassert + cache-discard + -O0/-ggdb3 + core…

digoal/blog

ESP32 firmware engineering for ESP-IDF projects. An agent skill from alxv2016/folloup-sticky.

alxv2016/folloup-sticky

Main coordination skill to run the blueprint compliance, documentation synchronization, and test quality audits, posting the combined results as a labeled GitHub issue.

a2ui-project/a2ui

Deep dive into software architecture for macOS. An agent skill from KartikLabhshetwar/better-shot.

KartikLabhshetwar/better-shot

Builds ONNX Runtime from source with its build scripts, explaining the update, build and test phases, key flags and where the build output lands.

microsoft/onnxruntime

Plans the smallest check that could disprove a code change in the OpenLogi project, then escalates through reproduction, focused tests and a final gate before a push.

AprilNEA/OpenLogi

Backport one or more merged citusdata/citus main commits/PRs onto the active release branches.

citusdata/citus

Guides writing, editing and validating URDF robot description files, with a design ledger, exact frame semantics and computed inertials checked by a validator.

earthtojake/text-to-cad

Merge a reviewed pull request the way the Symfony core team does: one --no-ff merge commit per PR, whose message archives the whole discussion, with the review gates checked first.

symfony/symfony

Reviews a diff only for unnecessary complexity and lists what to delete or shrink, one numbered line per finding with the location, the cut and its replacement.

DietrichGebert/ponytail

Review a pnpm diff or pull request against the repository review guide and product conventions, verify findings, and report actionable issues.

pnpm/pnpm

Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps and attack surface data flows.

trailofbits/skills

A skill your agent uses when adding or editing dsh-web README files, docs, AGENTS.md instructions, user-facing configuration text, or bilingual documentation pairs.

zhu1090093659/dsh-web

Commits and pushes current changes, writes a pull request title and body from the branch history and template, and opens a draft PR on GitHub after you approve it.

wordpress-mobile/WordPress-Android

Write Video.js guides, concepts, READMEs, and JSDoc. An agent skill from videojs/video.js.

videojs/video.js

Gives repository-specific .NET guidance for GitVersion: build and test commands, central package management, project layout and coding conventions.

GitTools/GitVersion

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack.

sangrokjung/claude-forge

Guides building LobeHub builtin agent tools, from the manifest and execution runtime to executors, chat UI renders and registry wiring.

lobehub/lobehub

Generates Excalidraw diagram files from plain descriptions, choosing among flowcharts, mind maps, architecture, swimlane, class, sequence and ER diagrams.

tech-leads-club/agent-skills

Findings-first code review workflow for AI coding agents. An agent skill from zhu1090093659/spec_driven_develop.

zhu1090093659/spec_driven_develop

Render Mermaid diagrams as SVG and PNG using the Beautiful Mermaid library.

intellectronica/agent-skills

Deep-dive analysis of GitHub projects. An agent skill from MaxMiksa/Auto-Company.

MaxMiksa/Auto-Company

Walks a maintainer through publishing a pybind11 release after the preparation PR merges, with preflight checks, confirmations before each push and a GitHub release.

pybind/pybind11

Authors, registers, and tests new operator test generators for the LiteRT Accelerator Test Suite (ATS) in litert/test/generators/ and litert/ats/.

google-ai-edge/LiteRT

werf conventions for branch names and commit messages. An agent skill from werf/werf.

werf/werf

Ultracite is a zero-config linting and formatting preset for JavaScript/TypeScript projects.

agustinusnathaniel/nextarter-tailwind

Helps an agent pick the right Mermaid diagram type and write the syntax for class, sequence, flow, ER, C4, state and other software diagrams.

jjmartres/opencode

Authoring conventions, design principles, and file formats for the d2mcpp (D2X) Modern C++ tutorial project.

mcpp-community/d2mcpp

Create Mermaid diagrams (flowchart, sequence, class, ER, state, C4, architecture) from text or source code.

SpillwaveSolutions/design-doc-mermaid