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 skills/yunzeforbetter/castflow/bootstrap-skillnpx skills add yunzeforbetter/CastFlow --skill bootstrap-skillgit clone --depth 1 https://github.com/yunzeforbetter/CastFlowWrote 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/skills/yunzeforbetter/castflow/bootstrap-skill)<a href="https://agentmods.dev/skills/yunzeforbetter/castflow/bootstrap-skill"><img src="https://agentmods.dev/badge/skills/yunzeforbetter/castflow/bootstrap-skill.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 | $0.00042 | $0.01284 |
| Opus 5 | $0.00021 | $0.00642 |
| Sonnet 5 | $0.00008 | $0.00257 |
| Haiku 4.5 | $0.00004 | $0.00128 |
Grade A, and why
bootstrap-skill 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
bootstrap-skill
作用:装架 CastFlow 到项目 .claude/;project/模块 skill 只在 Phase 5 用 子代理 + skill-creator 写。
铁律(与 SKILL_MEMORY 规则 5 一致):主 agent 第一条对外消息只能是 Phase 0 语言询问;该步之前禁止扫项目、读除 EXAMPLES 外文件、写盘。
职责:(1) 全量初始化 (2) 核心更新 (3) 给模块 skill 提供流程与模板入口。
要点:装架后项目里有 skill-creator。Phase 5 手话不抄路径表、不枚举四文件名;子代理由 harness(.castflow/...)读规范,产出写到 项目/.claude/skills/<name>/。
必读(读 harness 源,与装架后项目内 .claude/... 为同内容拷贝)
见 ../.castflow/core/skills/SKILL_ITERATION.md → 必读资料栈(创建与冷启动统一)(含 AUTHORING、域 README、.template.md 约定)。
快速导航
| 要查 | 位置 |
|---|---|
| Phase 0/2/3 话术 | EXAMPLES.md#示例-1 |
| cf_manifest、content 占位 | EXAMPLES.md#示例-2、#示例-3 |
| 模块 skill 对话例 | EXAMPLES.md#示例-4 |
| 核心更新 | EXAMPLES.md#示例-5 |
| 域模板(architect/debug/profiler) | ../.castflow/bootstrap-assets/skill-templates/<域>.template/ + 各目录 README.md |
| 模块模板 programmer | ../.castflow/core/templates/skills/programmer.template/(装架后:项目/.claude/templates/skills/programmer.template/) |
| Phase 5 手话 + skill-creator | 上节链到 SKILL_ITERATION;见下 Phase 5 |
| 硬规则 | SKILL_MEMORY.md |
| 维护 | ITERATION_GUIDE.md |
运行前置
- 先读同目录
EXAMPLES.md示例 1(Phase 0/2/3 话术),再发第一条对外消息。 - 看
bootstrap-output/cf_manifest.json是否存在,决定全量 / 复用 / 更新(见 SKILL_MEMORY)。
全量初始化
前提:castflow 为 submodule(.castflow/),项目有源码。
-
Phase 0:语言菜单,等用户;不落盘。脚本不管语言,见 EXAMPLES。
-
Phase 1:扫技术栈、规模、目录。
-
Phase 2:debug/profiler 开关(一条消息)。
-
Phase 3:命名规范(接在 Phase 2 后,单条消息)。
-
Phase 4(仅装架,一条命令)
python .castflow/bootstrap.py
同步到项目.claude/、CLAUDE.md、.claude/templates/;不生成 architect/debug/profiler/programmer-* 正文。
主命令前需已有cf_manifest.json与content/claude/。
可选:--claude-md-only/--templates-only。
验收:装架后项目内存在从 core 同步的元规范、protocols、templates、skill-creator等(以实际仓库为准)。 -
Phase 5(禁止用
bootstrap.py代写 project skill)- 子任务:子代理 + skill-creator,产出
项目/.claude/skills/<name>/。 - 子代理必读以
SKILL_ITERATION必读栈 为准(harness 路径在表内、含.castflow/core与bootstrap-assets)。 - 主 agent 一段话含:目标 skill 名、语言、实值化的栈/目录/
{HARNESS}等;不列四文件名。规则 9:SKILL_MEMORY。
- 子任务:子代理 + skill-creator,产出
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 5d ago First seen · 82 lines · 42 tokens per session scan A c6fc2fb63386
bootstrap-skill is a skill published in the GitHub repository yunzeforbetter/CastFlow (108 stars, last pushed 2mo ago), licensed MIT. It adds 42 tokens to every session and 1,284 once invoked, about $0.0002 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 2026-08-30.
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