本文へ移動
cccskills
無料GitHub で公開

atomic-agents

Use Atomic Agents to build schema-driven agents, integrate tools and MCP connectors, adapt example applications, and maintain the monorepo safely.

VectorSpaceLab/AREX-Skill
インストール方法を見る

含まれるファイル（31）

  • SKILL.md2.8 KB
  • references/package-summary.md2.6 KB
  • references/repo-provenance.md1017 B
  • references/repo-routing-metadata.json495 B
  • references/troubleshooting.md2.3 KB
  • scripts/check_atomic_agents_env.py1.7 KB
  • sub-skills/agent-core/references/api-reference.md4.9 KB
  • sub-skills/agent-core/references/troubleshooting.md2.3 KB
  • sub-skills/agent-core/references/workflows.md3.1 KB
  • sub-skills/agent-core/scripts/agent_core_smoke.py1.8 KB
  • sub-skills/agent-core/SKILL.md2.0 KB
  • sub-skills/example-workflows/references/dependency-matrix.md1.5 KB
  • sub-skills/example-workflows/references/example-index.md3.9 KB
  • sub-skills/example-workflows/references/troubleshooting.md2.0 KB
  • sub-skills/example-workflows/references/workflows.md2.0 KB
  • sub-skills/example-workflows/SKILL.md1.6 KB
  • sub-skills/mcp-integrations/references/api-reference.md2.9 KB
  • sub-skills/mcp-integrations/references/troubleshooting.md1.6 KB
  • sub-skills/mcp-integrations/references/workflows.md1.8 KB
  • sub-skills/mcp-integrations/scripts/check_mcp_imports.py907 B
  • sub-skills/mcp-integrations/SKILL.md1.8 KB
  • sub-skills/repo-development/references/development.md1.3 KB
  • sub-skills/repo-development/references/docs-generation.md1.6 KB
  • sub-skills/repo-development/references/troubleshooting.md1.6 KB
  • sub-skills/repo-development/scripts/check_repo_layout.py1.1 KB
  • sub-skills/repo-development/SKILL.md1.6 KB
  • sub-skills/tooling-and-forge/references/api-reference.md2.5 KB
  • sub-skills/tooling-and-forge/references/cli-reference.md1.3 KB
  • sub-skills/tooling-and-forge/references/forge-catalog.md2.2 KB
  • sub-skills/tooling-and-forge/references/troubleshooting.md1.7 KB
  • sub-skills/tooling-and-forge/SKILL.md2.0 KB

SKILL.md（原文）

インストールする前に、エージェントに与えられる指示の中身を確認できます。

Atomic Agents

Use this skill when a task mentions Atomic Agents, atomic-agents, atomic-assembler, Atomic Forge, MCP connectors, the example projects, or editing this repository.

Start here

  1. Read references/package-summary.md for the monorepo map, package names, and core terminology.
  2. Read references/repo-provenance.md before deciding whether this skill matches the current checkout or needs refresh.
  3. Read references/troubleshooting.md for cross-cutting install, import, CLI, and version-mismatch issues.
  4. Use the route map below. Each subskill owns deeper references and any helper scripts.

Install and smoke check

  • Public use: pip install atomic-agents
  • Checkout work: uv sync or pip install -e .
  • Smoke check: python -c "import atomic_agents, atomic_assembler; print(atomic_agents.__version__)"
  • CLI check: atomic --help

Route map

User taskUse subskillWhy
Build, run, stream, or debug a typed AtomicAgent with schemas, history, prompts, hooks, token counting, or multimodal contentsub-skills/agent-core/SKILL.mdOwns the core agent API, memory, context providers, hooks, and the fundamental schema contract.
Define tools/resources/prompts, reason about Atomic Forge tool families, use the atomic CLI, or adapt tool-selection patternssub-skills/tooling-and-forge/SKILL.mdOwns BaseTool, BaseResource, BasePrompt, Atomic Forge, Atomic Assembler, and tool orchestration surfaces.
Connect to MCP servers or troubleshoot dynamic MCP-generated tools, resources, and promptssub-skills/mcp-integrations/SKILL.mdOwns the MCP transport, schema transformation, and generated tool/resource/prompt factory surface.
Adapt a concrete example project such as quickstart, multimodal, RAG, orchestration, memory, hooks, YouTube, DSPy, FastAPI, progressive disclosure, or mcp-agentsub-skills/example-workflows/SKILL.mdOwns the example catalog, dependencies, and recipe-level guidance.
Modify this checkout, run focused tests, update docs, or reason about release/CI behaviorsub-skills/repo-development/SKILL.mdOwns monorepo development commands, packaging conventions, docs checks, and maintainer workflow guidance.

Shared references and helpers

  • references/repo-routing-metadata.json records the router metadata consumed during import into the repo-skills router.
  • scripts/check_atomic_agents_env.py performs a safe import/version/CLI smoke check.
  • Read each subskill's references/ and scripts/ for workflow-specific guidance.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

ログインしてレビューを書く

同じリポジトリのスキル

概要と使いどころ

3d-resnets-pytorch

無料

Routes 3D ResNets PyTorch video action-recognition workflows across training, inference, and data preparation.

日本語の概要は準備中です。原文の説明を表示しています。

VectorSpaceLab/AREX-Skill3322026年9月3日 更新

3ddfa

無料

Guide 3DDFA Python inference, geometry rendering, training/evaluation, and optional C++ ONNX workflows for 3D dense face alignment.

日本語の概要は準備中です。原文の説明を表示しています。

VectorSpaceLab/AREX-Skill3322026年9月3日 更新

3ddfa-v2

無料

Routes 3DDFA_V2 face-alignment setup, still-image demos, video tracking, and ONNX benchmarking workflows.

日本語の概要は準備中です。原文の説明を表示しています。

VectorSpaceLab/AREX-Skill3322026年9月3日 更新

ab3dmot

無料

Operate AB3DMOT 3D multi-object tracking workflows for KITTI and nuScenes data, tracking, evaluation, and visualization.

日本語の概要は準備中です。原文の説明を表示しています。

VectorSpaceLab/AREX-Skill3322026年9月3日 更新

accelerate

無料

Use Hugging Face Accelerate for PyTorch training-loop migration, distributed launch/configuration, DeepSpeed/FSDP/TPU backend setup, big-model inference/offload, checkpointing, tracking, and troubleshooting.

日本語の概要は準備中です。原文の説明を表示しています。

VectorSpaceLab/AREX-Skill3322026年9月3日 更新

acme

無料

Route Acme reinforcement-learning framework tasks across core loops, replay/data, JAX agents, and TensorFlow/Sonnet agents.

日本語の概要は準備中です。原文の説明を表示しています。

VectorSpaceLab/AREX-Skill3322026年9月3日 更新

VectorSpaceLab のスキルをすべて見る

このスキルの問題を報告する