Open-source · 302 skills · Apache-2.0

One skill library for
every coding agent.

Portable skill packs for Codex, Claude Code, Kimi Code, and any MCP-capable client. Browse, install, export. No vendor lock-in.

Browse 302 Skills GitHub Support this project

skillforge — browse

$ skillforge browse --featured

↳liquid-glass-enforcerFeatured

↳rust-async-patternsv2.0

↳react-best-practicesPopular

↳graphql-federation-gateway

↳prompt-injection-defenderSecurity

302 skills loaded · 14 domains · v2.0.0 · Apache-2.0

302Skill packsInspectable manifests you can export or install

13DomainsFrom frontend to security to AI/ML

20First-party packsRouting, safety, orchestration, and release hygiene

4Supported clientsCodex · Claude Code · Kimi Code · MCP runtime

Featured packs

Read the manifest before you install.

Every pack is a real folder with structured metadata — not a prompt blob behind a paywall. Inspect it, fork it, improve it.

Transform generic Tailwind into high-end glassmorphism with safe blur budgets, atmospheric depth, and performance-aware motion.

CodexClaude CodeKimi Codeorchestrator-mcp

Design retrieval-augmented generation systems with chunking, ranking, citation, and context-budget discipline that hold up in production.

CodexClaude CodeKimi Codeorchestrator-mcp

Plan premium motion and UI polish upgrades without mutating code prematurely.

CodexClaude CodeKimi Codeorchestrator-mcp

Design hard prompt boundaries, tool gating, and context sanitization so indirect prompt injection has fewer places to land.

CodexClaude CodeKimi Codeorchestrator-mcp

Embed privacy-first product patterns with data minimization, retention controls, and defensible deletion workflows.

CodexClaude CodeKimi Codeorchestrator-mcp

Shape technical project narratives into funder-ready proposals with budget logic, impact framing, and realistic milestones.

CodexClaude CodeKimi Codeorchestrator-mcp

View all 302+ skills

14 domains

Find what you need in seconds, not minutes.

Skills organized by what you build — frontend, backend, security, AI/ML, DevOps, and more. Not a flat list you have to scroll through.

Frontend Engineering

High-end UI systems, interface performance, interaction depth, and implementation craft.

Browse collection 41

AI/ML Engineering

Prompt systems, retrieval, evaluation, model operations, and agentic AI infrastructure.

Browse collection 39

Security & Compliance

Threat reduction, policy hardening, release hygiene, and trustworthy AI operations.

Browse collection 27

Backend & API Design

Contracts, integrations, data flow, failure handling, and API correctness.

Browse collection 24

Quality Assurance

Regression hunting, deterministic testing, failure replay, and confidence building.

Browse collection 23

DevOps & Infrastructure

Rollouts, platform operations, deploy safety, and environment-aware systems work.

Browse collection

Get started

Full runtime or just the packs — your call.

1

Browse the catalog

302 packs across 14 domains. Each one has a readable manifest with role, voice, reasoning steps, and validation hooks.

2

Install or export

Run the full MCP runtime for orchestration, cost routing, and safety checks — or just export individual packs into your existing workflow.

3

Ship with confidence

Compose packs with explicit triggers and model preferences. Everything is versioned on GitHub. No magic, no lock-in.

Install surface

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills list
orchestrator-mcp skills export liquid-glass-enforcer --to ./skillforge-packs

Why SkillForge

Your skills should outlive the client you wrote them for.

Capability

Typical alternatives

SkillForge

Portability

Skills locked to one client or proprietary marketplace.

SKILL.md + YAML manifests that work across Codex, Claude Code, Kimi Code, and any MCP client.

Transparency

Opaque prompt blobs you cannot read, inspect, or audit before installing.

Readable manifests with role, voice, reasoning steps, validation hooks, and file targets.

Contributing

Closed catalogs, proprietary review pipelines, or no contribution path at all.

Fork the repo, add a pack folder, open a PR. GitHub is the entire workflow.

Cost

Paywalls, subscription tiers, or skills duplicated across every client.

Free forever. Open source under Apache-2.0. No gatekeeping, no surprises.

Open by default

Apache-2.0 licensed. GitHub native. No hidden backend.

Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.