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 skills add asherzj/ashers-agent-skills --skill flow-featuregit clone --depth 1 https://github.com/asherzj/ashers-agent-skillsWrote 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/asherzj/ashers-agent-skills/flow-feature)<a href="https://agentmods.dev/skills/asherzj/ashers-agent-skills/flow-feature"><img src="https://agentmods.dev/badge/skills/asherzj/ashers-agent-skills/flow-feature/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.
<a href="https://agentmods.dev/skills/asherzj/ashers-agent-skills/flow-feature"><img src="https://agentmods.dev/badge/skills/asherzj/ashers-agent-skills/flow-feature.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00073 | $0.01101 |
| Opus 5 | $0.00036 | $0.00550 |
| Sonnet 5 | $0.00015 | $0.00220 |
| Haiku 4.5 | $0.00007 | $0.00110 |
Grade A, and why
flow-feature 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 9d 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.
What it actually says
新需求交付流程
本 Skill 只负责衔接已有研发模块,不复制它们的内部操作。进入每个阶段时,加载并完整遵循对应 Skill。
依赖
必须能够使用 grill-with-docs、prototype、to-spec、to-tickets 和 implement;原始输入是口述或逐字稿时还要能够使用 from-transcript。首次在仓库中运行工程流程前,应先完成 setup-engineering-skills。如果依赖缺失,停在当前边界并明确报告,不要临时发明一套替代流程。
开始前读取仓库的 AGENTS.md 或 CLAUDE.md,让工单系统、分诊标签、领域术语和 ADR 约定贯穿整个流程。
流程
0. 编译原始口述(按需)
输入是会议逐字稿、连续口述或未经整理的聊天记录时,先调用 from-transcript。只有经用户确认的输入简报进入后续阶段;保留当前会话作为一手来源,不让用户重述已经确认的内容。
1. 澄清需求
调用 grill-with-docs,直到用户价值、范围、领域语言、验收接缝、正常与异常验收例子和难以回退的决策都已明确。功能依赖外部系统时,确认不可用、超时、重复、部分成功和并发冲突中哪些会改变接口承诺。澄清、规格化和拆工单应尽量留在同一个连续上下文中。
如果最终只有一个局部行为且一次实现上下文足够,转用 flow-small-change;如果连通往目标的路线都还说不清,转用 flow-large-effort。
2. 只在必须运行或亲眼查看时制作原型
只有当某个问题无法靠对话回答、必须运行状态/业务逻辑或查看 UI 时才调用 prototype。动手前写明原型要回答的唯一问题;结束时记录原型分支或产物、结论,以及它改变了哪项决策,再把结论带回原需求上下文。
原型是规格的证据,不是生产代码,也不能代替规格。只有跨运行环境、目录、仓库或协作者时才需要可携带的 handoff;否则继续使用当前上下文。
3. 发布规格
调用 to-spec,用完整澄清记录和原型结论合成规格。确认验收接缝、带编号的验收用例、故障与一致性决策以及非目标后,把规格发布到已配置的工单系统。这个阶段只做综合,不重新访谈用户。
4. 拆成交付工单
调用 to-tickets。发布前必须让用户确认纵向切片的粒度、验收用例分配、阻塞边,以及所有临时结构的删除工单。这里生成的工单天然是 ready-for-agent,禁止再次送入 triage。
5. 推进可执行前沿
只实现所有阻塞项均已关闭的工单。每次调用 implement 只处理一张工单;一张工单对应一个分支/工作树、验证、评审、提交、推送和关闭周期。
完成一张后,下一张从干净上下文开始,重新读取完整工单、评论、相关领域文档和 ADR。如果当前环境无法自动切换干净上下文,就停下来列出下一张可执行工单和准确调用方式,不要把上一张工单的偶然上下文继续带下去。只有用户明确要求并行,且每张工单都有隔离分支和可写工作树时才并行。
6. 功能级收尾
所有范围内工单完成后,检查父规格中的每个验收用例是否都有交付证据、临时结构是否已删除或有明确责任工单、领域与架构上下文是否已同步。执行仓库规定的项目级完成钩子,例如项目管理记录或变更日志更新。
完成条件
规格已发布,所有范围内工单都有交付证据并关闭,全部验收用例有证据,临时结构有明确结局,项目级完成钩子已执行,且没有未解决的阻塞项。除非工单系统规则明确授权,否则不要关闭或改写父规格 Issue。
What ships with it
1 file 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.
- 9d ago First seen · 56 lines · 73 tokens per session scan A f9d954ef1e4f
flow-feature is a skill published in the GitHub repository asherzj/ashers-agent-skills (2 stars, last pushed 11d ago), licensed MIT. It adds 73 tokens to every session and 1,101 once invoked, about $0.0004 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 2026-08-31.
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