object-objectlisted
Install: claude install-skill Korea-DongheeHan/graph-builder
# {{pipeline_name}} — development orchestration
A **self-contained orchestration** generated by agent-pipeline-builder. It
runs from this directory plus `.claude/agents/{{prefix}}-*.md` alone (the
plugin is not required).
- Flow (SSOT): `pipeline.yml` — nodes, parallelism, branches, feedback loops
- Roles and expertise: `.claude/agents/{{prefix}}-*.md` (model, tools, system prompt)
- Task input and verdict criteria: `prompts/*.md`
- Execution engine: `scripts/run_graph.py` (state, branching, parallelism, resume)
## Execution modes
| Mode | How | Traits |
|---|---|---|
| **Runner** | `python3 scripts/run_graph.py pipeline.yml` | Deterministic, state-saving, resumable. Each node is an isolated claude session. Progress via console log. Zero orchestration cost |
| **Session** | Claude executes nodes with the Agent tool per `references/session-mode.md` | Live per-node subagent view and mid-run intervention. No resume; main-session overhead |
**The default mode is `settings.mode` in `pipeline.yml`.** Override only when
the user asks ("in session mode / let me watch", or "in runner mode").
Unattended, batch, and large runs suit the runner; observation, debugging,
and intervention suit the session.
## Procedure (when Claude executes this skill)
Call this skill directory **GRAPH_PIPELINE**
(`.claude/skills/{{pipeline_name}}`). Run from the project root (agent
definitions and build commands resolve from there).
0. **Determine the run context** — check the latest run in `.graph-