ai agents framework skills

309 tagged ai agents framework, measured the same way as everything else here.

Browse within: claude-code-skill 62ai-agents-cli 57dotnet 56azure 53claude-skill 53cloud-security 53ai-agents-automation 47ai-agents-mcp 45ai-coding-agent 45knowledge-graph 22ai-agent-tools 21code-visualization 21codebase 21coding-agents 21

microsoft/ai-agents-for-beginners

Skill Claude CodeCodex

Migrate Python apps from Azure OpenAI Chat Completions to the Responses API. Covers AzureOpenAI/AsyncAzureOpenAI client migration to the v1 endpoint, streaming, tools, structured output, multi-turn, EntraID auth, and model compatibility checks. Python-focused, Azure OpenAI-specific. USE FOR: migrate to responses API…

74k 5d ago A 185 tokens original MIT

local-ai-agents

02

microsoft/ai-agents-for-beginners

Skill Claude CodeCodex

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

74k 5d ago A 200 tokens original MIT

microsoft-docs

03

microsoft/ai-agents-for-beginners

Skill Claude CodeCodex

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.

74k 5d ago A 61 tokens original MIT

natural-writing

04

julep-ai/julep

Skill Claude CodeCodex

Write like a human, not a language model. Use this skill whenever Claude is producing prose meant to be read by people.

6.6k 26d ago A 28 tokens original Apache-2.0

darrenhinde/OpenAgentsControl

Skill Claude CodeCodex

Orchestrate multi-agent workflows for feature development using planning agents, context handoff, and stage management.

4.8k 17d ago A 25 tokens original MIT

context-manager

06

darrenhinde/OpenAgentsControl

Skill Claude CodeCodex

Context management skill providing discovery, fetching, harvesting, extraction, compression, organization, cleanup, and guided workflows for project context.

4.8k 17d ago A 27 tokens original MIT

task-management

07

darrenhinde/OpenAgentsControl

Skill Claude CodeCodex

Task management CLI for tracking and managing feature subtasks with status, dependencies, and validation.

4.8k 17d ago A 20 tokens original MIT

code-assist

08

mikeyobrien/ralph-orchestrator

Skill Claude CodeCodex

Guides implementation of code tasks using test-driven development in an Explore, Plan, Code, Commit workflow. Acts as a Technical Implementation Partner and TDD Coach — following existing patterns, avoiding over-engineering, and producing idiomatic, modern code.

3.1k 3d ago A 53 tokens original MIT

evaluate-presets

09

mikeyobrien/ralph-orchestrator

Skill Claude CodeCodex

Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.

3.1k 3d ago A 28 tokens original MIT

tui-validate

10

mikeyobrien/ralph-orchestrator

Skill Claude CodeCodex

Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic validation. Supports both visual (PNG/SVG) and text-based validation modes.

3.1k 3d ago A 44 tokens original MIT

impeccable

11

Pasta-Devs/Marinara-Engine

Skill Claude CodeCodex

Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states.…

615 yesterday A 189 tokens AGPL-3.0

product-architect

12

ankitjha67/product-architect

Skill Claude CodeCodex

Complete product development system with 64 agents and 35 frameworks. Use when the user wants to build a product, write a PRD, plan an MVP or roadmap, design an app, research a market or check whether a feature already exists or is novel, do competitive analysis, run a security audit, build a financial model, plan…

108 yesterday A 211 tokens original MIT

design-build

13

wlsdks/ontology-atlas

Skill Claude CodeCodex

Build UI from this repository's primitives and ramps in a deterministic order, then prove the rendered result with the matching instruments and gates.

77 yesterday A 29 tokens original MIT

ontology-bootstrap

14

wlsdks/ontology-atlas

Skill Claude CodeCodex

Build a trustworthy first ontology from an empty or near-empty ontology-atlas vault using only Atlas MCP evidence. Use when the user asks to analyze a codebase, bootstrap/fill its ontology, extract product meaning from a repository, or when a requested ontology task finds only starter nodes. Separate observed…

77 yesterday A 129 tokens original MIT

wlsdks/ontology-atlas

Skill Claude CodeCodex

Measure whether Atlas actually works on a repository nobody here knows, by building a vault with a real MCP agent and then handing that vault — without the source — to a second agent who must answer questions from it alone. Use when changing the construction rules, the MCP read/write contract, the bootstrap skill, or…

77 yesterday A 112 tokens original MIT

turborepo-monorepo

16

monkilabs/opencastle

Skill Claude CodeCodex

Configure pipelines, set up local/remote caching, and run scoped tasks in a Turborepo monorepo. Use when you say: 'enable remote caching', 'optimize pipeline inputs/outputs', or 'filter builds to affected packages'.

61 3d ago A 58 tokens original MIT

vitest-testing

17

monkilabs/opencastle

Skill Claude CodeCodex

Vitest unit and integration testing patterns, commands, mocking (vi.mock), and coverage. Use when writing .test.ts files, configuring the test runner, or adding coverage thresholds.

61 3d ago A 40 tokens original MIT

decomposition

18

monkilabs/opencastle

Skill Claude CodeCodex

Resolves task dependencies, generates machine-actionable delegation specs, structures phased subtask plans for multi-agent work. Use when writing delegation specs, resolving task dependencies, building phased subtask plans for multi-agent work, assigning work to sub-agents, or partitioning a feature into…

61 3d ago A 62 tokens original MIT

crisp-execute

19

radekamirko/C.R.I.S.P

Skill Claude CodeCodex

CRISP Execute — Sprint execution loop with change request management, security gates, product gates, and stakeholder reporting. Use after Phase S (Spec) is complete and crisp-state.json shows readyforexecute: true. Triggers on "start sprint", "begin build", "execute", "sprint 1", "run sprints", or when handed off from…

52 2mo ago A 82 tokens original MIT

phase1-clarify

20

radekamirko/C.R.I.S.P

Skill Claude CodeCodex

The Mileva Method (CRISP) — Phase 1: Clarify. Problem definition, eliciting, painkiller test, buy vs build, AI justification gate, Go/No-Go. Use at the start of any AI implementation project. Triggers on "clarify", "phase 1", "start discovery", "define the problem", "what problem are we solving", or at the beginning…

52 2mo ago A 93 tokens original MIT

phase4-spec

21

radekamirko/C.R.I.S.P

Skill Claude CodeCodex

The Mileva Method (CRISP) — Phase 4: Spec. Full implementation readiness package including solution design, UX direction, tech stack, backlog, MVP prioritization, risk assessment, and AI architecture for Claude Code projects — CLAUDE.md, skill mapping, AI specs, sprint planning, quality gates. Triggers on "spec"…

52 2mo ago A 114 tokens original MIT

hydra

22

AR6420/Hail_Hydra

Skill Claude CodeCodex

Multi-agent orchestration framework for Claude Code. Automatically delegates tasks to cheaper, faster sub-agents (Haiku, Sonnet) while maintaining Opus-level quality through verification. Use when working on any coding task — Hydra activates automatically to route file exploration, test running, documentation, code…

48 20d ago A 83 tokens original MIT

STFU Agents

23

AR6420/Hail_Hydra

Skill Claude CodeCodex

Apply internal-thinking compression to every subagent dispatched in this session. Reduces wasted tokens in subagent context windows that the orchestrator never reads. Works on any subagent — Hydra's, third-party, or Claude Code's built-in agents. Opt-in; session-scoped; runtime-only.

48 20d ago A 63 tokens original MIT

codex-delegation

24

zebbern/agent-collab

Skill Claude CodeCodex

Use when a coding task would benefit from delegating work to Codex in the background — a deep independent second opinion, security or architecture analysis, or a parallel implementation running while the session continues. Lets Claude drive the codex companion itself (task, review, status --wait, result) without the…

32 16d ago A 74 tokens original Apache-2.0