makomakogo/code-dispatcher-toolkit/code-dispatcher

code-dispatcher Integration

Overview

Execute code-dispatcher commands with pluggable AI backends (Codex, Claude). Use it for backend-selected execution, file references via backend-native @ syntax, parallel task execution, DAG dependencies, and session resume.

When to Use

When the user explicitly requests a specific backend (Codex or Claude), mentions code-dispatcher, or when a skill or command definition explicitly declares a dependency on this skill.

Applicable scenarios include but are not limited to:

• Complex code analysis requiring deep understanding
• Large-scale refactoring across multiple files
• Automated code generation with backend selection

Typical Usage for One-Round/New Tasks:

1) Standard invocation: HEREDOC syntax (recommended)

code-dispatcher --backend codex - [working_dir] <<'EOF'
<task content here>
EOF

2) Single-line tasks (no heredoc)

code-dispatcher --backend codex "simple task" [working_dir]
code-dispatcher --backend claude "simple task" [working_dir]

Common Parameters

• Command notation and positional order
• [] means optional. Do not type brackets literally.
• Inline task: code-dispatcher --backend <backend> "<task>" [working_dir] — task text is passed in command args; best for short one-line prompts.
• Stdin task: code-dispatcher --backend <backend> - [working_dir] — task text is read from stdin (<<'EOF'/pipe); best for multi-line or complex content.
• These two forms are for new-task commands only.
• Resume uses its own forms: inline code-dispatcher --backend <backend> resume <session_id> "<follow-up task>" and stdin code-dispatcher --backend <backend> resume <session_id> -.

• --backend <backend> (required)
• Select backend explicitly: codex | claude.
• Must be present in both new and resume modes.
• In parallel mode, this is the global default backend.
• If a task block defines backend, it overrides the global default for that task.

• task (required)
• Task description for the backend.
• Supports inline text or stdin marker -.
• Supports @file references (backend-native feature, not processed by dispatcher).

• working_dir (optional)
• Working directory for new task execution.
• Omit it to use the current directory.
• Typical values: ., ./subdir, /absolute/path.
• In resume mode, do not append working_dir; resume follows backend session context.

• Output modes (parallel execution only)
• Summary (default): Compact execution report with task status, log path, and any reported fields such as Did, Files, Tests, or Coverage.
• Summary mode may omit fields that were not reported by the backend. Do not infer missing work from missing fields alone; inspect Log: or use --full-output when details matter.
• Full (`--full-output`): Complete per-task backend messages. Use when debugging failures, inspecting omitted details, or when raw task output is required.
• Scope: --full-output is valid only with --parallel; single-task mode does not support this flag.
• Backend behavior: mode selection is dispatcher-level and works the same for codex | claude.

Utility Commands

• code-dispatcher --help
• Print CLI usage, supported backends, common mistakes, runtime config hints, and exit codes.

• code-dispatcher --cleanup
• Remove orphaned code-dispatcher-*.log files from the temp directory.
• Safe behavior: logs for active dispatcher processes are kept; only stale/orphaned logs are deleted.
• Use this when repeated runs leave many old temp logs behind.

Return Format

Single-task mode returns the backend message directly, followed by SESSION_ID when available:

Agent response text here...
 
---
SESSION_ID: <session_id>

Parallel summary mode returns a compact execution report:

=== Execution Report ===
N tasks | N passed | N failed
 
## Task Results
 
### <task-id> ✓ <coverage>
Did: ...
Files: ...
Tests: ... passed
Log: ...
 
## Summary
- N/N completed successfully

Failed tasks include FAILED, Exit code, Error, Detail, and Log. Below-target coverage includes below <target>% and Gap.

Parallel full mode returns raw per-task backend messages:

=== Parallel Execution Summary ===
Total: N | Success: N | Failed: N
 
--- Task: <task-id> ---
Status: SUCCESS
Coverage: ...
Session: ...
Log: ...
 
<raw backend message>

Backends Selection Guide

Note: This backends selection guide applies only when the user has not explicitly requested a specific backend. If the user specifies a backend, always follow the user's instructions.

Quick look at the differences between backends:

For detailed guidance:

Codex:

• Deep code understanding and complex logic implementation
• Large-scale refactoring with precise dependency tracking
• Algorithm optimization and performance tuning
• Example: "Analyze the call graph of @src/core and refactor the module dependency structure"

Claude:

• Quick feature implementation with clear requirements
• Technical documentation, API specs, README generation
• Professional prompt engineering (e.g., product requirements, design specs)
• UI/UX implementation: component scaffolding, layout, styling, accessibility, and interaction behavior
• Design-system wiring, UI copy, labels, empty states, review notes, and polish tasks
• Example: "Generate a comprehensive README for @package.json with installation, usage, and API docs"

A Typical Backend Switching Example:

• Start with Codex for analysis and complex implementation; switch to Claude for UI-heavy work, documentation, review notes, and copy polish.
• Use per-task backend selection in parallel mode to optimize for each task's strengths

Resume Session

Supported backends all support resume mode: codex | claude.

1) Standard resume (HEREDOC)

code-dispatcher --backend codex resume <session_id> - <<'EOF'
<follow-up task>
EOF

2) Single-line resume (no heredoc)

code-dispatcher --backend claude resume <session_id> "follow-up task"

3) Parallel resume (supported)

code-dispatcher --parallel --backend codex <<'EOF'
---TASK---
id: resume-a
backend: claude
session_id: sid_claude_1
---CONTENT---
follow-up for claude session
 
EOF

In parallel mode, any task that provides session_id runs in resume mode.

Resume mode relies on backend session context.

• Do not append [working_dir] in resume commands.
• If you need a different directory, start a new session instead of resume.

Resume identifier contract:

• Use the dispatcher-returned SESSION_ID as the source of truth for follow-up resume commands.
• Standard form: code-dispatcher --backend <backend> resume <SESSION_ID> ....

Parallel Mode (--parallel)

--parallel is the execution entry for submitting multiple tasks in one run.

• Each task must define a unique id.
• --backend is a required global fallback; tasks without backend use it. Usually set to codex.
• backend inside a task block overrides the global fallback for that task.
• Tasks without dependencies are independent and can run concurrently.

Supported metadata fields inside each ---TASK--- block:

• id (required): unique task identifier.
• backend: override the global --backend for this task.
• workdir: working directory for this task. Default: ..
• dependencies: comma-separated task IDs this task depends on.
• session_id: resume an existing session; automatically switches this task to resume mode.

Validation rules:

• ---CONTENT--- is required for every task block.
• Lines without : are ignored.
• Unknown metadata keys with : fail fast with a parse error.
• id must be present and unique.
• workdir: - is invalid.
• session_id cannot be empty when present.

1) Basic parallel (independent tasks, global backend fallback)

code-dispatcher --parallel --backend codex <<'EOF'
---TASK---
id: scan-api
---CONTENT---
scan @src/api and summarize route structure
 
---TASK---
id: scan-db
---CONTENT---
scan @src/db and summarize data access patterns
EOF

2) Parallel with per-task backend override (mixed backends)

code-dispatcher --parallel --backend codex <<'EOF'
---TASK---
id: analyze
---CONTENT---
analyze code structure
 
---TASK---
id: document
backend: claude
---CONTENT---
write technical notes based on the analysis
 
---TASK---
id: follow-up
backend: claude
---CONTENT---
write implementation notes from the same requirements
EOF

Output styles in parallel mode:

1) Summary mode (default, no flag), optimized for context efficiency. It may show only task status and Log: when optional fields are not reported. Use --full-output or inspect the task log when you need raw output, omitted details, or debugging context.

code-dispatcher --parallel --backend codex <<'EOF'
---TASK---
id: t1
---CONTENT---
analyze @src and summarize architecture changes
EOF

2) Full mode (`--full-output`), for debugging failures, inspecting omitted details, or when full per-task messages are required.

code-dispatcher --parallel --backend codex --full-output <<'EOF'
---TASK---
id: t1
---CONTENT---
analyze @src and summarize architecture changes
EOF

DAG Scheduling (inside --parallel)

When a task declares dependencies, --parallel runs tasks as a DAG scheduler.

• dependencies: a, b means this task waits for tasks a and b to succeed.
• Tasks in the same DAG layer run concurrently; the next layer starts only after the current layer finishes.
• If a dependency fails, dependent tasks are skipped.
• Invalid dependency IDs or dependency cycles fail fast before execution starts.

ASCII execution model:

layer 0: task1      taskX
           |          |
layer 1: task2      taskY
             \      /
layer 2:      task3

1) Dependency scheduling (DAG with mixed backends)

code-dispatcher --parallel --backend codex <<'EOF'
---TASK---
id: task1
workdir: /path/to/dir
---CONTENT---
analyze code structure
 
---TASK---
id: task2
backend: claude
dependencies: task1
---CONTENT---
design architecture based on task1 analysis
 
---TASK---
id: task3
backend: codex
dependencies: task2
---CONTENT---
generate implementation code
EOF

2) Minimal DAG example (annotated)

code-dispatcher --parallel --backend codex <<'EOF'
---TASK---
id: prep
# uses global backend codex
---CONTENT---
scan @src and list key modules
 
---TASK---
id: plan
backend: claude
# overrides global backend for this task
dependencies: prep
---CONTENT---
write implementation plan based on prep output
EOF

Runtime Config and Patterns

• Runtime settings and approval policy are operator-configured before invocation.
• Do not set or override runtime environment values from this skill.
• Treat dispatcher-internal timeout as a long fallback configured by the operator.
• Control actual waiting budget via the host tool-call timeout.
• Timeout tiers for tool-call invocations:
• Simple tasks: 600 s (10 minutes) minimum.
• Normal tasks: 1800 s (30 minutes) recommended default.
• Complex Codex tasks: 7200 s (2 hours).
• Do not use short timeouts like 300 s (5 minutes) for normal or complex tasks.

Invocation Pattern:

Single Task:

Host-agnostic tool-call template (field names vary by runtime):
- command payload (`command` or `cmd`):
  code-dispatcher --backend <backend> - [working_dir] <<'EOF'
  <task content>
  EOF
- timeout field (`timeout` / `timeout_ms` / equivalent): choose by tier (`600` / `1800` / `7200`)
- description field: optional