graph SKILL.md skillA

graph from naimkatiman/continuous-improvement is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add naimkatiman/continuous-improvement/graph@git:20260906.bface5c

Pins git:20260906.bface5c in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

naimkatiman/continuous-improvement

Path

third-party/oh-my-claudecode/skills/graph/SKILL.md

Versions recorded

1

Latest version

git:20260906.bface5c, committed Sep 6, 2026

Size

5,383 bytes

Repository stars

9

License

MIT

Deterministic orchestration graph runtime - declarative DAG pipelines with journal-based crash recovery.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Graph Skill

Run a deterministic orchestration graph from a declarative JSON descriptor.
The runtime consumes the sealed-descriptor and pure-scheduler contracts in
`src/graph/*` and executes through an independent OS process (`omc graph run`),
so crash recovery (kill mid-run, rerun, resume from journal) works for real.

## Usage

```
/oh-my-claudecode:graph <descriptor.json>
/oh-my-claudecode:graph "build then test then ask me before deploy"   (author the descriptor first)
```

The execution surface is always the CLI subcommand:

    omc graph run <descriptor.json> [--runs-root <dir>]

Run it via the Bash tool for non-interactive graphs. Progress lines stream as
`[run]`, `[node]`, `[ok]`, `[fail]`, `[join]`, `[done]`.

## When To Use

- Repeatable multi-step pipelines with explicit dependencies (DAG)
- Work that must survive interruption: kill/restart resumes from journal
- Auditable runs: OCC journal + projection snapshots under `.omc/graph-runs/<run_id>/`

When NOT to use: exploratory one-off work (use conversation or /team);
anything needing adaptive re-planning mid-run (graphs are deterministic).

## Workflow

1. **Descriptor given** -> go to step 3.
…

Read the whole file at its exact version.

How to install

mdr add naimkatiman/continuous-improvement/graph@sha256:c0ebe6ddc5243677

[![mdr](https://markdownregistry.com/badge/art_vcp6yfptmzygkuo5.svg)](https://markdownregistry.com/a/art_vcp6yfptmzygkuo5)

Versions

The registry has recorded 1 version of this file, committed on Sep 6, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_vcp6yfptmzygkuo5
GET https://markdownregistry.com/api/v1/resolve?ref=naimkatiman/continuous-improvement/graph
GET https://markdownregistry.com/api/v1/blob/c0ebe6ddc52436779a04bb0fd9fcd98f694e52e6b156279895825cfb0dd1bf8d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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