Development · For developers

Reviews a pull request or branch diff with a code knowledge graph and produces a structured review that includes blast-radius analysis.

tirth8205/code-review-graph

Work on the pnpm Rust engine (@pnpm/napi, the pacquet crates) that bit install runs through.

teambit/bit

Drive an intent-aware rebase of the current checkout, resolving every conflict by reading the history behind both sides instead of by making the markers disappear.

telegramdesktop/tdesktop

Finds and fixes out-of-range output writes in ONNX Runtime operator shape-inference functions where a getNumOutputs guard admits too few outputs.

microsoft/onnxruntime

Launches, restarts and troubleshoots the real AO Electron desktop app from a checkout, with isolated or real local data and checks for stale processes.

OrchestratorInc/agent-orchestrator

Decide whether open Bug PRs target the correct branch. An agent skill from symfony/symfony.

symfony/symfony

Rules for choosing Rust types for filesystem paths in new Codex code, covering protocol types, internal use and model tool arguments.

openinterpreter/openinterpreter

Debug hanging issues in SGLang distributed inference (TP/PP/DP/EP).

sgl-project/sglang

Redesign GitHub README homepages or create project-native pure SVG, hybrid SVG-composed PNG/WebP, and opt-in animated GIF assets.

oil-oil/beautify-github-readme

Builds validated architecture, workflow, sequence, data-flow and lifecycle diagrams as standalone interactive HTML from a small JSON spec, with optional motion and image export.

Unclecheng-li/AI_Animation

Guides building or updating a Tabularis database driver plugin in Rust that speaks JSON-RPC over stdio and follows the repository's rules.

TabularisDB/tabularis

Writes an onboarding guide for new team members from a project's existing knowledge graph, after checking that the graph still matches the current commit.

Egonex-AI/Understand-Anything

Runs deepsec's AI-powered security scan over a repository's uncommitted changes, its diff to main, or the whole codebase, using a regex pass followed by agent investigation.

vercel-labs/deepsec

Technical leadership guidance for engineering teams, architecture decisions, and technology strategy.

Ibrahim-3d/orchestrator-supaconductor

Tracks a group of pull or merge requests across repositories as durable LoopX state: inventory, reconcile changes, keep priorities and a roadmap, and monitor over time.

loopx-project/loopx

Generate Mermaid diagrams from user requirements. An agent skill from WH-2099/mermaid-skill.

WH-2099/mermaid-skill

Implements missing CPython C-API functions in RustPython's crates/capi, mapping each header to its module with the pyo3-ffi header split.

RustPython/RustPython

Prepares a go-redis release locally: picks the next semver, gathers merged PRs, writes the RELEASE-NOTES entry and bumps versions, without publishing.

redis/go-redis

Generate Excalidraw diagrams from text content. An agent skill from breferrari/obsidian-mind.

breferrari/obsidian-mind

A cat clone with syntax highlighting, line numbers, and Git integration - a modern replacement for cat.

penpot/penpot

Builds a weekly engineering retrospective from git history: commit counts, per-person contributions, work patterns and code quality numbers over a chosen window.

garrytan/gstack

Moves a legacy internal Ghost package from JavaScript and CommonJS to TypeScript and ESM in three focused commits that keep git file history intact.

TryGhost/Ghost

Walks through designing, building and polishing a command-line tool: user workflow and command hierarchy, implementation in commander, click, typer or cobra, completions and cross-platform testing.

Jeffallan/claude-skills

Creates a new sample agent in the ADK Python repository — the sample directory, its agent.py, and its README.md — following the conventions the existing samples already use.

google/adk-python

Walks through a Skyvern open-source release bump: update the version, rebuild the Python and TypeScript SDKs with Fern, commit, and open a pull request.

Skyvern-AI/skyvern

Scans C# and .NET code for about 50 performance anti-patterns and reports prioritized findings with concrete fixes, at a scan depth you choose.

dotnet/skills

Adds Worktrunk-specific rules to the tend CI workflows: Codecov polling, Rust test commands, labels and review criteria for pull requests handled in CI.

max-sixty/worktrunk

YouTrack CLI for a community checkout; the monorepo uses youtrack.

JetBrains/intellij-community

Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C/.NET, Kotlin, Swift, Dart…

awesome-skills/code-review-skill

Checklist for wiring a new linter into Opik's Code Quality pipeline: the four files to edit, the silent-failure gotchas and the pass/fail verification loop.

comet-ml/opik

Contributor guide for step three of adding a syncable entity to the Twenty server: write the validator, the migration action builder and the orchestrator wiring.

twentyhq/twenty

Audits and updates the supported-os.json files for .NET releases, checking them against upstream lifecycle data and regenerating the markdown with the release-notes tool.

dotnet/core

Sorts a backlog of open pull requests into must-merge, candidate, superseded and deferred, writes a triage doc and works the merge loop before a release.

jamiepine/voicebox

Reviews the tests added in a pull request for fix coverage, quality, edge cases and test type, and recommends lighter test types where they would do.

dotnet/maui

Proves a Codewhale change in the real product: a stamped release build, an atomic local install, fresh-shell verification and manual QA that automated gates cannot cover.

codewhale-hq/Codewhale

Explains how to declare a firmware patch in a vphone patch set, add a new set, or write a preset, including naming, gating and the checks that catch undeclared patches.

Lakr233/vphone-cli

Analyzes V8, Chrome and Electron .heapsnapshot files with Node scripts to find memory leaks, detached DOM nodes and the retainer paths that keep objects alive.

keybase/client

Opens a pull request for the current ToolJet branch, pushing the root repo and the ee submodules, creating submodule PRs first and then the main PR with a generated description.

ToolJet/ToolJet

Read-only review of Qt6 C++ code that combines a deterministic lint script with six parallel analysis agents and reports only high-confidence issues.

x-tools-author/x-tools

React DevTools CLI for AI agents. An agent skill from sanity-io/sanity.

sanity-io/sanity

Runs controlled JMH experiments on the Caffeine cache to find shared contention and hot-path waste, then reviews correctness and returns a reviewable patch.

ben-manes/caffeine

Guide for writing correct code with the compromise rule-based NLP library: tagging, match syntax, in-place transforms and common tasks like tense changes and redaction.

spencermountain/compromise

Walks an agent through working inside the Megatron-LM CI container and changing dependencies with uv, so lock files resolve the same locally and in CI.

NVIDIA/Megatron-LM

Prepares the triage meeting summary for WinAppSDK Needs-Triage issues, with research-backed area suggestions, draft replies and a diff since the last triage.

microsoft/WindowsAppSDK

Reviews Cherry Studio branches, pull requests, commits, files and docs against the project's own architecture, naming, API-boundary and UI rules, report-only by default.

CherryHQ/cherry-studio

Maintainer workflow for preparing, publishing, verifying and curating Hunk releases, with confirmation gates before tags, publishes and public edits.

modem-dev/hunk

Repairs a broken OpenCLI site adapter after a command fails: collects a trace, patches only the adapter, retries, and files an upstream GitHub issue once fixed.

jackwener/OpenCLI

Starts a Dozzle dev server on a port derived from the current worktree so you can test by hand in a browser, without disturbing instances started elsewhere.

amir20/dozzle