graph
Deterministic orchestration graph runtime - declarative DAG pipelines with journal-based crash recovery
git clone --depth 1 https://github.com/Yeachan-Heo/oh-my-claudecode /tmp/graph && cp -r /tmp/graph/skills/graph ~/.claude/skills/graphSKILL.md
# 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.
2. **Pipeline described** -> author the descriptor JSON (schema below), write
it next to the project (suggest `.omc/graphs/<name>.json`) and show it to
the user before running. `run_id` must be unique per logical pipeline;
rerunning with the same `run_id` RESUMES, not restarts.
3. **Approval nodes**: if the descriptor contains any `"kind": "human-approval"`
node, do NOT run it through the Bash tool (stdin is not interactive there;
EOF fails closed to denied). Tell the user to run interactively instead:
! omc graph run <file>
The `!` prefix runs it inside this session with live stdin so y/n works.
4. Run and relay progress. Exit codes (normative):
0 succeeded | 1 terminal failed | 19 another writer owns this run (busy)
20 corrupt/tampered journal (fail-closed) | 21 descriptor drift on resume
| 70 runtime crash (unmapped error)
5. **Resume**: rerunning the same command after a crash replays committed
transitions and continues. Completed nodes never re-execute.
## Descriptor Schema (minimal)
{
"descriptor_version": 1,
"run_id": "unique-pipeline-id",
"revision_id": "rev-1",
"goal": "one line",
"nodes": [
{ "id": "n1", "kind": "command", "title": "...", "timeout_ms": 60000,
"max_attempts": 2, "effect_policy": { "policy": "side_effect_free" },
"command": "npm test" },
{ "id": "a1", "kind": "agent", "title": "...", "timeout_ms": 300000,
"max_attempts": 1, "effect_policy": { "policy": "side_effect_free" },
"instructions": "..." },
{ "id": "gate", "kind": "human-approval", "title": "...",
"prompt": "Proceed?" }
],
"edges": [ { "id": "e1", "kind": "fixed", "from": "n1", "to": "a1" } ],
"entry_node_ids": ["n1"],
"concurrency_limit": 2,
"terminal_verification_node_id": "a1"
}
Edge kinds: fixed | conditional | fan_out/join pairs
| back_edge (bounded retries via max_traversals). See src/graph/schema.ts for
the authoritative Zod schema — and read the Capability Boundary section above
for what built-in executors actually execute today.
## Capability Boundary & Semantics (read before authoring)
- **Edge support**: built-in command/agent executors cover `fixed` edges and
`fan_out`/`join` pairs. `conditional` and `back_edge` routes are fully
supported by the runtime and scheduler contracts but require a custom
NodeExecutor that emits `route` on its results — built-in executors never
produce routes, so graphs relying on them fail fast with
`route_required` rather than guessing.
- **Crash-recovery guarantee is at-least-once** for command nodes: a crash
between an external side effect and its journal append re-executes that node
on resume. For `idempotent` commands, the resolved key is available to the
command as `GRAPH_IDEMPOTENCY_KEY` before it starts and is also recorded for
downstream dedupe. Built-in executors reject `reconcile`; reconciliation
requires a custom executor with an actual external reconciliation authority.
Exactly-once for external side effects is out of scope for v1.
- **Command trust boundary**: command nodes are arbitrary shell lines with
process authority in the current working directory. Only run descriptors
you wrote or trust. Command children receive an allowlisted environment
(PATH, HOME/USERPROFILE, TEMP/TMP, locale/timezone, USER identity,
`GRAPH_*`, and the optional idempotency key), not the host's full secrets.
Commands are not filesystem/process sandboxed.
- **Agent authority boundary**: built-in agent nodes are explicitly read-only.
They run in the current working directory with no additional directories,
only `Read`, `Glob`, and `Grep`, `permissionMode: dontAsk`, session
persistence disabled, and a provider-specific environment allowlist. Agent
timeouts abort and interrupt the SDK query. Use a custom executor for any
agent that needs mutation or external effects. Treat
`.omc/graph-runs/<run_id>/descriptor.json` as executable content.Pre-planning consultant for requirements analysis (Opus)
Strategic Architecture & Debugging Advisor (Opus, READ-ONLY)
Expert code review specialist with severity-rated feedback, logic defect detection, SOLID principle checks, style, performance, and quality strategy
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless instructed otherwise.
Work plan and code review expert — thorough, structured, multi-perspective (Opus)
Root-cause analysis, regression isolation, stack trace analysis, build/compilation error resolution
UI/UX Designer-Developer for stunning interfaces (Sonnet)
External Documentation & Reference Specialist