SKILL RADAR · GITHUB
Useful agent skills, ranked by real adoption.
Browse verified skills from public repositories. Compare what each skill does, package contents, install activity, and source evidence before adding it to your agent.
- CATALOG SCOPE
- VERIFIED
- skills
- 5,771
- repositories
- 824
- last synced
- Sep 8, 2026
kirkchenpr-babysit
Use when babysitting a PR/MR until CI is green and every valid reviewer feedback is addressed — supports GitHub PR (gh) and GitLab MR (glab), triages comments into Valid / Discuss / Out-of-scope, addresses valid items with small commits and inline thread replies, escalates invisible findings (SonarQube/Snyk dashboards) and 3-round bot deadlocks, reports ready-to-merge (never auto-merges). Triggers — '監看 PR', 'babysit PR/MR', 'PR 顧到 merge', 'address review feedback', 'wait until CI green', '把 PR 顧到綠'. NOT for writing PR descriptions, NOT for diff code review (use pr-review), NOT for actually merging the PR (user does that).
- installs
- 4
- GitHub stars
- 0
- Updated
- Aug 29
kirkchenpr-review
Use when reviewing a PR/MR diff for security, logic, performance, cross-file impact, test coverage, or spec compliance findings. NOT for writing PR descriptions, design reviews requiring business judgment, implementation work, release notes, or deep CVE/supply-chain audits.
- installs
- 4
- GitHub stars
- 0
- Updated
- Aug 29
kirkchenself-review
Use when doing dev-stage self-review on the current branch before pushing or opening a PR — runs an auto-loop of codex review (cross-model, OpenAI) + per-finding fix + re-review until findings converge or stop conditions fire. Codex follows pr-review's multi-role methodology (security / staff-engineer / sdet / spec-auditor). Triggers — 'self review', 'self-review', '自己 review', '自我 review', 'cross-model review', 'pre-push review', 'review and fix my branch'. NOT for live PR review with sticky/inline comments (use pr-review), NOT for managed PR babysitting (use pr-babysit), NOT for first-time review without intent to fix (use mode=review-only opt-in).
- installs
- 4
- GitHub stars
- 0
- Updated
- Aug 29
kirkchentriage-issue
Use when a GitHub issue needs triage — typically one carrying status/needs-triage label, a freshly opened issue without type/priority labels, or when the user says "triage N" / "triage this issue". One issue per invocation; for backlog walkthroughs, the caller loops.
- installs
- 4
- GitHub stars
- 0
- Updated
- Aug 29
forcedotcomagentforce-observe
Analyze production Agentforce agent behavior using session traces and Data Cloud. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates production agent failures, regressions, or performance issues; asks about session traces, conversation logs, or agent metrics; wants to reproduce a reported production issue in preview; runs findSessions or trace analysis queries. DO NOT TRIGGER when: user creates, modifies, or debugs .agent files during development (use agentforce-generate); writes or runs test specs (use agentforce-test); uses sf agent preview for local development iteration; deploys or publishes agents.
- installs
- 4
- GitHub stars
- 948
- Updated
- Aug 28
forcedotcomcommerce-b2b-open-code-components-integrate
Integrate Salesforce B2B Commerce open source components from GitHub into B2B Commerce stores. Use when users mention \"integrate open code components\", \"open source B2B commerce\", \"add open code components\", \"forcedotcom/b2b-commerce-open-source-components\", or want to add open source commerce components to their store. Copies all components and labels so they become available in Experience Builder.
- installs
- 4
- GitHub stars
- 948
- Updated
- Aug 28
forcedotcomcommerce-b2b-open-code-components-replace
Replace OOTB (out-of-the-box) B2B Commerce components with open source equivalents in site metadata content.json files, or look up the equivalent open code site: component for OOTB definitions. Use when users mention \"replace OOTB components\", \"replace commerce components with open code\", \"swap OOTB for open source\", \"replace commercebuilder:\", \"replace OOTB in site\", \"replace component in site metadata\", \"replace component definition\", \"find open code equivalent\", \"equivalent open code component\", \"OOTB to open code mapping\", \"what is the site component for\", components \"in this view\" or \"for a given view\", or a specific list of component names — and want to update or only discover mappings in their store metadata.
- installs
- 4
- GitHub stars
- 948
- Updated
- Aug 28
forcedotcomcommerce-b2b-store-create
Interactive workflow to create Commerce B2B Stores and retrieve storefront metadata. Use when users want to: create B2B Commerce stores, build Commerce storefronts, set up B2B stores from Vibes, retrieve Commerce metadata, deploy Commerce experiences, work with DigitalExperienceBundle for Commerce.
- installs
- 4
- GitHub stars
- 948
- Updated
- Aug 28
githubexcalidraw-diagram-generator
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
- installs
- 3
- GitHub stars
- 38.7K
- Updated
- Sep 8
coldteadotaipr-lens
WHAT: Draws a code change or part of a codebase as an animated architecture or data-flow diagram, on its own or in a pull request. WHEN: asked to diagram, visualise or explain a change or a system, or when a pull request should carry a diagram. KEYWORDS: PR Lens, diagram, architecture, data flow, visualise, visualize, pull request
- installs
- 3
- GitHub stars
- 657
- Updated
- Sep 7
affaan-magent-architecture-audit
Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature. Use when an agent or LLM feature misbehaves and the failing layer is unknown, or before shipping an agent stack.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mclaude-devfleet
Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports. Use when dispatching parallel coding agents across isolated worktrees and tracking their reports.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mdeep-research
Multi-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mdesign-system
Use this skill to generate or audit design systems, check visual consistency, and review PRs that touch styling. Use when generating or auditing a design system, checking visual consistency, or reviewing a PR that touches styling.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mdocker-patterns
Docker and Docker Compose patterns for local development, hardened CLI installer harnesses, container security, networking, volumes, and multi-service orchestration. Use when creating or reviewing Dockerfiles and Compose services, testing installers across Linux distributions, or planning accurate native macOS and Windows validation.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mecc-tools-cost-audit
Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spikes in the ECC Tools repo.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mgrowth-log
Use after a complex task, failure, or when reviewing what was learned. Teaches how to write growth logs that extract reusable patterns — not diary entries.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mjava-coding-standards
Java coding standards for Spring Boot and Quarkus services: naming, immutability, Optional usage, streams, exceptions, generics, CDI, reactive patterns, and project layout. Automatically applies framework-specific conventions. Use when writing or reviewing Java in a Spring Boot or Quarkus service.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mkotlin-coroutines-flows
Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing. Use when writing coroutines or Flow code on Android or KMP, or debugging cancellation and concurrency.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mkotlin-testing
Kotlin testing patterns with Kotest, MockK, coroutine testing, property-based testing, and Kover coverage. Follows TDD methodology with idiomatic Kotlin practices. Use when writing Kotlin tests with Kotest or MockK, or testing coroutines and checking coverage.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mliquid-glass-design
iOS 26 Liquid Glass design system — dynamic glass material with blur, reflection, and interactive morphing for SwiftUI, UIKit, and WidgetKit. Use when building iOS 26 Liquid Glass UI in SwiftUI, UIKit, or WidgetKit.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mmotion-advanced
Advanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative sequences (useAnimate), loaders, and the full API decision tree. Requires motion-foundations. Use when building drag and drop, gestures, text or SVG animation, or imperative animation sequences in React or Next.js.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mmotion-foundations
Motion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React / Next.js using motion/react. Foundation layer — all other motion skills depend on this. Use when setting up motion tokens, spring presets, reduced-motion handling, or SSR-safe animation in React or Next.js.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7
affaan-mui-demo
Record polished UI demo videos using Playwright. Use when the user asks to create a demo, walkthrough, screen recording, or tutorial video of a web application. Produces WebM videos with visible cursor, natural pacing, and professional feel.
- installs
- 3
- GitHub stars
- 253.1K
- Updated
- Sep 7