starforall/ai-coding-toolkit

collaborating-with-claude

Use the Claude Code CLI to consult Claude and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

First seen Mar 23, 2026

Installation

$ npx skills add starforall/ai-coding-toolkit --skill collaborating-with-claude

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
Cursor Not declared
Codex Declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

License LICENSE
Default branch main
Open issues 0
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code codex
More metadata
short-description
Delegate to Claude Code CLI

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,952 B
  • docs SUMMARY.md 240 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 46 installs

SKILL.md

Collaborating with Claude Code (Codex)

Use Claude Code CLI as a collaborator while keeping Codex as the primary implementer.

This skill provides a lightweight bridge script (scripts/claudebridge.py) that returns structured JSON and supports multi-turn sessions via SESSIONID.

When to use

  • You want a second opinion (design tradeoffs, edge cases, missing tests).
  • You want Claude to propose or review a unified diff (Claude does not edit files).
  • You want multi-turn back-and-forth while you implement locally.

When not to use

  • The task is trivial or one-shot (do it directly in Codex).
  • You need authoritative facts that require browsing/citations (Claude may guess).
  • You might paste sensitive data (secrets, private keys, prod logs).

Core rules

  • Claude is a collaborator; you own the final result and must verify changes locally.
  • Do not invoke claude directly; always use the bridge script (scripts/claude_bridge.py) so output/session handling stays consistent.
  • Prefer file/line references over pasting snippets. Run the bridge with --cd set to the repo root (it sets the claude process working directory); use --add-dir when Claude needs access to additional directories.
  • For code changes, request Unified Diff Patch ONLY and forbid direct file modification.
  • Always run the bridge script with --help first if you are unsure of parameters.
  • Always capture SESSION_ID and reuse it for follow-ups to keep the collaboration conversation-aware.
  • For automation, prefer --SESSIONID (resume). Session selectors are mutually exclusive: choose one of --SESSIONID, --continue, or --session-id.
  • Keep a short Collaboration State Capsule updated while this skill is active.
  • Default timeout: when invoking via the Codex command runner, set timeout_ms to 600000 (10 minutes) unless a shorter/longer timeout is explicitly required.
  • Default model: prefer sonnet for routine work; use opus only for complex tasks or when explicitly requested.
  • Ensure Claude Code is logged in before running headless commands (run claude and /login once if needed).
  • Streamed JSON requires --verbose; the bridge enables this automatically.

Model selection

Claude Code supports model aliases, so you can use --model sonnet / --model opus instead of hard-coding versioned model IDs.

  • If you omit --model, Claude Code uses its configured default (typically from ~/.claude/settings.json, optionally overridden by .claude/settings.json and .claude/settings.local.json).
  • If you need strict reproducibility, pass a full model name via --model <full-name>.

Quick start (shell-safe)

⚠️ If your prompt contains Markdown backticks (` like/this ), do not pass it directly via --PROMPT "..." (your shell may treat backticks as command substitution). Use a heredoc instead; see references/shell-quoting.md`.

PROMPT="$(cat <<'EOF'
Review src/auth.py around login() and propose fixes.
OUTPUT: Unified Diff Patch ONLY.
EOF
)"
python3 .codex/skills/collaborating-with-claude/scripts/claude_bridge.py --cd "." --model sonnet --PROMPT "$PROMPT" --output-format stream-json

Output: JSON with success, SESSIONID, agentmessages, and optional error / all_messages.

Multi-turn sessions

# Start a session
PROMPT="$(cat <<'EOF'
Analyze the bug in foo(). Keep it short.
EOF
)"
python3 .codex/skills/collaborating-with-claude/scripts/claude_bridge.py --cd "." --PROMPT "$PROMPT" --output-format stream-json

# Continue the same session
PROMPT="$(cat <<'EOF'
Now propose a minimal fix as Unified Diff Patch ONLY.
EOF
)"
python3 .codex/skills/collaborating-with-claude/scripts/claude_bridge.py --cd "." --SESSION_ID "<SESSION_ID>" --PROMPT "$PROMPT" --output-format stream-json

Prompting patterns (token efficient)

Use assets/prompt-template.md as a starter when crafting --PROMPT.

1) Ask Claude to open files itself

Provide:

  • Entry file(s) and approximate line numbers
  • Objective and constraints
  • Output format (diff vs analysis)

Avoid:

  • Pasting large code blocks
  • Multiple competing objectives in one request

2) Enforce safe output for code changes

Append this to prompts when requesting code:

  • OUTPUT: Unified Diff Patch ONLY. Strictly prohibit any actual modifications.

3) Use Claude for what it’s good at

  • Alternative solution paths and edge cases
  • UI/UX and readability feedback
  • Review of a proposed patch (risk spotting, missing tests)

Verification

  • Smoke-test the bridge: python3 .codex/skills/collaborating-with-claude/scripts/claude_bridge.py --help.
  • If you need a session: run one prompt with --output-format stream-json and confirm the JSON contains success: true and a SESSION_ID.
  • Note: --output-format text won’t include a newly generated session id; use stream-json/json to capture it. If you resume with --SESSIONID in text mode, the bridge echoes that SESSIONID in its JSON output.

Safety & guardrails

  • Never paste secrets (private keys, API keys, seed phrases) into prompts.
  • For code changes, request Unified Diff Patch ONLY and apply changes yourself.
  • Treat Claude output as suggestions; verify locally (tests, lint, build) before merging.

Collaboration State Capsule

Keep this short block updated near the end of your reply while collaborating:

[Claude Collaboration Capsule]
Goal:
Claude SESSION_ID:
Files/lines handed off:
Last ask:
Claude summary:
Next ask:

References

  • assets/prompt-template.md (prompt patterns)
  • references/shell-quoting.md (shell quoting/backticks)