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orchestrate

Execute a CAST plan by reading the Agent Dispatch Manifest and dispatching agents in dependency order — parallel batches simultaneously, sequential batches…

Skill by ek33450505

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About

Execute a CAST plan by reading the Agent Dispatch Manifest and dispatching agents in dependency order — parallel batches simultaneously, sequential batches one at a time. Pass a plan file path, 'next' for the most recent plan, or 'resume' to continue from a checkpoint.

Use cases: agent-building

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Permissions

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

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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/orchestrate

What's inside

Skill name
orchestrate
Description
Execute a CAST plan by reading the Agent Dispatch Manifest and dispatching agents in dependency order — parallel batches simultaneously, sequential batches one at a time. Pass a plan file path, 'next' for the most recent plan, or 'resume' to continue from a checkpoint.
License
MIT
Instructions
223 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • allowed-tools: must be a space-separated string

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Orchestrate

This is the `/orchestrate` skill. It reads a plan's Agent Dispatch Manifest and executes the agent queue directly from the main session.

> Native Dynamic Workflows (Phase 10) are preferred for new non-critical dispatches. This skill is the stable LEGACY fallback.

## Arguments

$ARGUMENTS

## Step 1 — Resolve the plan path

**If a file path was provided as an argument:** use it directly.

**If argument is `next` or no argument:** find the most recent plan file:
```bash
ls -t ~/.claude/plans/*.md | head -1
```

**If argument is `resume`:** find any checkpoint log in `~/.claude/cast/orchestrator-checkpoint-*.log`. Read the most recent one to extract the plan path and last completed batch.

If no plan file can be found, output: "No plan file found in ~/.claude/plans/. Run /plan first to write one."

## Step 2 — Read the Manifest

Read the plan file. Find the `## Agent Dispatch Manifest` section and parse the `json dispatch` block.

If no manifest exists: report "No Agent Dispatch Manifest found in [plan file]." and stop.

Check for a checkpoint:
```bash
PLAN_HASH=$(echo -n "$PLAN_FILE_PATH" | shasum -a 256 | cut -c1-8)
CHECKPOINT_FILE=~/.claude/cast/orchestrator-checkpoint-${PLAN_HASH}.log
```
If the checkpoint exists, read the last completed batch ID and skip batches with id <= that number.

### Log Dispatch

```bash
python3 ~/.claude/scripts/orchestrate-dispatch.py log-dispatch \
  --plan "$PLAN_FILE_PATH" --session-id "${CAST_SESSION_ID:-${CLAUDE_SESSION_ID:-}}" 2>/dev/null || true
```

Create one TaskCreate entry per batch (subject = "Batch N: [description]").

## Step 2.5 — Branch Pre-Flight

Read `target_branch` from the manifest JSON (parsed in Step 2), then:
```bash
CURRENT_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
TODAY=$(date +%Y%m%d); CUTOVER=20260603
```

**Case 1** — `target_branch` absent AND today < CUTOVER: warn `[CAST-ORCHESTRATE] DEPRECATION WARNING: omits target_branch. Plans without target_branch will fail from 2026-06-03.` Log and proceed.
**Case 2** — `target_branch` absent AND today ≥ CUTOVER: BLOCK. `target_branch` is required in the manifest (enforced since 2026-06-03). Stop.
**Case 3** — `target_branch` matches current branch: log `[CAST-ORCHESTRATE] Branch check passed: $CURRENT_BRANCH` and continue.
**Case 4** — `target_branch` present but branch mismatch: print current vs target, stop and wait for explicit "y"/"yes" before proceeding to Step 3. Prevents C3-on-C2-branch errors.

## Step 3 — Present the Queue

Print the batch list as an informational summary. Do not wait for input. Proceed immediately.

```
Agent Dispatch Queue — [Plan Name]
═══════════════════════════════════════════════
  Batch 1 (sequential): agent-name
  Batch 2 (parallel)  : agent-a, agent-b
═══════════════════════════════════════════════
Total: N agents across M batches
Executing in 10 seconds...
```

Run the interrupt window:
```bash
for i in $(seq 10 -1 1); do printf "\r  Starting in %2ds..." $i; sleep 1; done; echo
```
If you receive a message containing "abort" before Batch 1 dispatches, print "Aborted." and stop.

## Step 4 — Execute Each Batch

At the start of this step, before dispatching any batch, set:
```bash
export CAST_ORCHESTRATE_ACTIVE=1
```
This suppresses CAST-CHAIN and CAST-REVIEW hook noise for the duration of the orchestrate session.

Before each batch:
- Mark its task `in_progress`
- Check turn budget: if fewer than 5 turns remain, write checkpoint and stop: "TURN LIMIT APPROACHING: paused at Batch N. Resume with `/orchestrate resume`."
- For parallel batches: check `owns_files` — if two agents claim the same file, report FILE OWNERSHIP CONFLICT and stop.
- For parallel batches: check co-scheduling — if the batch contains `test-runner` AND any of {`code-reviewer`, `security`, `frontend-qa`}, report CO-SCHEDULING CONFLICT and either stop or auto-serialize `test-runner` into its own sequential batch before dispatching the rest. (test-runner's suite-timeout/kill path can reap co-scheduled sibling review processes — observed 2026-06-14.)

**Prompt construction for Agent tool calls:**
Before passing the `prompt` field from the ADM to the Agent tool, prepend a context preamble. Use the **full preamble** for implementation agents and the **minimal preamble** for lightweight agents:

**Full preamble** — use for: backend-writer, frontend-writer, debugger, security, researcher, planner, test-writer, bash-specialist
```
[CAST SHARED CONTEXT]
Project: claude-agent-team
Repo: $CAST_REPO_DIR (or infer from git root)
Stack: Bash + Python + SQLite | BATS tests in tests/
DB access: always use scripts/cast_db.py (db_write, db_query, db_execute)
Conventions: YAGNI, DRY, exit 0 on all async hooks, exit 2 to block PreToolUse
Working dir: $CAST_REPO_DIR (or infer from git root)
[END CAST SHARED CONTEXT]
```

**Minimal preamble** — use for: commit, push, test-runner, code-reviewer, frontend-qa, merge, docs, devops, morning-briefing
```
[CAST CONTEXT]
Repo: $CAST_REPO_DIR (or infer from git root)
[END CAST CONTEXT]
```

Then wrap with:
```
[AGENT TASK]
{prompt from ADM goes here}
[END AGENT TASK]

From ek33450505/claude-agent-team, MIT.

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Last commit (this folder)
Jul 18, 2026 (3 months ago)
Last release
Oct 16, 2026 (13 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

orchestrate skill. Agent Mart. https://agentmart.dev/skills/ek33450505-orchestrate (last updated 2026-10-24)