auto-execute

auto-execute is a skill for Claude Code, Codex from wjmiracle/projectflow-dag-mcp. It costs 41 tokens per session (318 once invoked), scanned A, original, MIT.

A skill that adapts ProjectFlow MCP commands for automatically executing engineering task graphs. It follows the server’s execution protocol and records task results and verification evidence.

In plain words
What is it for?
Loading a ProjectFlow JSON file, claiming tasks, executing them, verifying results, and marking tasks done, failed, blocked, skipped, or reset.
Why use it?
It prevents an agent from bypassing the task graph’s state rules or marking work complete when verification has failed.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Loading a ProjectFlow JSON file, claiming tasks, executing them, verifying results, and marking tasks done, failed, blocked, skipped, or reset.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wjmiracle/projectflow-dag-mcp/auto-execute
Install

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.

Any agent
npx skills add wjmiracle/projectflow-dag-mcp --skill auto-execute
Clone the repo
git clone --depth 1 https://github.com/wjmiracle/projectflow-dag-mcp

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for auto-execute

README.md
[![agentmods](https://agentmods.dev/badge/skills/wjmiracle/projectflow-dag-mcp/auto-execute/github.svg)](https://agentmods.dev/skills/wjmiracle/projectflow-dag-mcp/auto-execute)
Your own site
<a href="https://agentmods.dev/skills/wjmiracle/projectflow-dag-mcp/auto-execute"><img src="https://agentmods.dev/badge/skills/wjmiracle/projectflow-dag-mcp/auto-execute/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for auto-execute

Your own site · 80×15
<a href="https://agentmods.dev/skills/wjmiracle/projectflow-dag-mcp/auto-execute"><img src="https://agentmods.dev/badge/skills/wjmiracle/projectflow-dag-mcp/auto-execute.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 318 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00041 $0.00318
Opus 5.5 $0.00016 $0.00127
Sonnet 5.5 $0.00008 $0.00064
Haiku 4.5 $0.00004 $0.00032

Measured 1mo ago against content hash 5deae882008d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

auto-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 1mo ago.

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.

adapters/antigravity/auto-execute/SKILL.md · 24 lines

What it actually says

ProjectFlow 自动执行适配器

本 Skill 只负责触发和适配。ProjectFlow MCP 返回的执行协议是唯一权威来源。

  1. 首次执行时调用 projectflow/get_execution_protocol 并严格遵守返回内容。
  2. 调用 load_project 加载用户给出的绝对路径,再调用 status。
  3. 用户已说“开始、全自动、继续、不要停”时直接进入自动模式;否则只确认一次。
  4. 自动执行使用 claim_task,不要用 next_task 后自行抢占。
  5. 真实执行任务并验证,通过后用 done_task 写入摘要、产出路径和验证证据。
  6. 失败、人工阻塞、跳过和重做分别使用 fail_task、block_task、skip_task、reset_task。

不要直接编辑已加载的工程图 JSON,也不要在验证失败时标记完成。

如果 MCP 暂时不可用,停止执行并报告连接问题;不要退化成不受状态机保护的文件替换流程。

Changes

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.

  1. 1mo ago First seen · 24 lines · 41 tokens per session scan A 5deae882008d

Subscribe to this mod's changes

auto-execute is a skill published in the GitHub repository wjmiracle/projectflow-dag-mcp (0 stars, last pushed 3mo ago), licensed MIT. It adds 41 tokens to every session and 318 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-31.

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