Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/loulanyue/awesome-claude-notes/multi-executegit clone --depth 1 https://github.com/loulanyue/awesome-claude-notesWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/loulanyue/awesome-claude-notes/multi-execute)<a href="https://agentmods.dev/commands/loulanyue/awesome-claude-notes/multi-execute"><img src="https://agentmods.dev/badge/commands/loulanyue/awesome-claude-notes/multi-execute.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00022 | $0.02699 |
| Opus 5 | $0.00011 | $0.01350 |
| Sonnet 5 | $0.00004 | $0.00540 |
| Haiku 4.5 | $0.00002 | $0.00270 |
Grade A, and why
multi-execute scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
5 near-identical copies found in the catalogue:
- multi-execute — 91% identical, 41 lines differ
- ccc-multi-execute — 91% identical, 9 lines differ
- multi-execute — 89% identical, 10 lines differ
- multi-execute — 88% identical, 20 lines differ
- multi-execute — 84% identical, 41 lines differ
How it starts
The opening of the file, as written. The whole thing — 327 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Execute - Multi-Model Collaborative Execution
Multi-model collaborative execution - Get prototype from plan → Claude refactors and implements → Multi-model audit and delivery.
$ARGUMENTS
Core Protocols
- Language Protocol: Use English when interacting with tools/models, communicate with user in their language
- Code Sovereignty: External models have zero filesystem write access, all modifications by Claude
- Dirty Prototype Refactoring: Treat Codex/Gemini Unified Diff as "dirty prototype", must refactor to production-grade code
- Stop-Loss Mechanism: Do not proceed to next phase until current phase output is validated
- Prerequisite: Only execute after user explicitly replies "Y" to
/ccg:planoutput (if missing, must confirm first)
Multi-Model Call Specification
Call Syntax (parallel: use run_in_background: true):
# Resume session call (recommended) - Implementation Prototype
Bash({
command: "~/.claude/bin/codeagent-wrapper {{LITE_MODE_FLAG}}--backend <codex|gemini> {{GEMINI_MODEL_FLAG}}resume <SESSION_ID> - \"$PWD\" <<'EOF'
ROLE_FILE: <role prompt path>
<TASK>
Requirement: <task description>
Context: <plan content + target files>
</TASK>
OUTPUT: Unified Diff Patch ONLY. Strictly prohibit any actual modifications.
EOF",
run_in_background: true,
timeout: 3600000,
description: "Brief description"
})
# New session call - Implementation Prototype
Bash({
command: "~/.claude/bin/codeagent-wrapper {{LITE_MODE_FLAG}}--backend <codex|gemini> {{GEMINI_MODEL_FLAG}}- \"$PWD\" <<'EOF'
ROLE_FILE: <role prompt path>
<TASK>
Requirement: <task description>
Context: <plan content + target files>
</TASK>
OUTPUT: Unified Diff Patch ONLY. Strictly prohibit any actual modifications.
EOF",
run_in_background: true,
timeout: 3600000,
description: "Brief description"
})
Audit Call Syntax (Code Review / Audit):
Bash({
command: "~/.claude/bin/codeagent-wrapper {{LITE_MODE_FLAG}}--backend <codex|gemini> {{GEMINI_MODEL_FLAG}}resume <SESSION_ID> - \"$PWD\" <<'EOF'
ROLE_FILE: <role prompt path>
<TASK>
Scope: Audit the final code changes.
Inputs:
- The applied patch (git diff / final unified diff)
- The touched files (relevant excerpts if needed)
Constraints:
- Do NOT modify any files.
- Do NOT output tool commands that assume filesystem access.
</TASK>
OUTPUT:
1) A prioritized list of issues (severity, file, rationale)
2) Concrete fixes; if code changes are needed, include a Unified Diff Patch in a fenced code block.
EOF",
run_in_background: true,
timeout: 3600000,
description: "Brief description"
})
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 327 lines · 22 tokens per session scan A c03679135ee9
multi-execute is a command published in the GitHub repository loulanyue/awesome-claude-notes (270 stars, last pushed yesterday), licensed MIT. It adds 22 tokens to every session and 2,699 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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