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atomic-task-graph

Plan and execute a long-horizon task as an Atomic Task Graph — recursive interface-preserving decomposition, a pre-execution thought experiment, parallel…

Skill by 144126

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/144126-atomic-task-graph

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Plan and execute a long-horizon task as an Atomic Task Graph — recursive interface-preserving decomposition, a pre-execution thought experiment, parallel dependency-aware execution, and minimal-subgraph repair that freezes validated work instead of replanning. Use for multi-step tasks with real dependencies, real side effects, or a failure that must not throw away everything already verified. Triggers on "atg", "task graph", "decompose this task", "plan then execute", "why did this fail and fix just that part", or any job big enough that a linear plan will drift. Graphs are plain text files you can read, diff and commit. Do not use for a task one tool call finishes.

Use cases: productivity

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/atomic-task-graph

What's inside

Skill name
atomic-task-graph
Description
Plan and execute a long-horizon task as an Atomic Task Graph — recursive interface-preserving decomposition, a pre-execution thought experiment, parallel dependency-aware execution, and minimal-subgraph repair that freezes validated work instead of replanning. Use for multi-step tasks with real dependencies, real side effects, or a failure that must not throw away everything already verified. Triggers on "atg", "task graph", "decompose this task", "plan then execute", "why did this fail and fix just that part", or any job big enough that a linear plan will drift. Graphs are plain text files you can read, diff and commit. Do not use for a task one tool call finishes.
License
unknown
Instructions
268 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (34)

  • .gitignore
  • DESIGN.md
  • README.md
  • SKILL.md
  • __init__.py · atg/
  • check.py · atg/
  • cli.py · atg/
  • compile.py · atg/
  • dsl.py · atg/
  • errors.py · atg/
  • execute.py · atg/
  • metrics.py · atg/
  • model.py · atg/
  • render.py · atg/
  • repair.py · atg/
  • schedule.py · atg/
  • selftest.py · atg/
  • store.py · atg/
  • tools.py · atg/
  • atg · bin/
  • atg-format.md · references/
  • cli-reference.md · references/
  • compilation.md · references/
  • metrics.md · references/
  • paper-map.md · references/
  • repair.md · references/
  • thought-experiment.md · references/
  • tool-registry.md · references/
  • example-weather.atg · templates/
  • tools.atg · templates/
  • embodied_g002.atg · tests/fixtures/
  • selftest_tools.atg · tests/fixtures/
  • weather_g003.atg · tests/fixtures/
  • weather_tools.atg · tests/fixtures/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Last commit (this folder)
Aug 5, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/144126/skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

atomic-task-graph skill. Agent Mart. https://agentmart.dev/skills/144126-atomic-task-graph (last updated 2026-10-24)