Agent skill

Ask Anhoder

by go-musicfox in go-musicfox/go-musicfox

自动路由并调用合适的 open-mercato/skills 技能(om-)。当用户描述一个任务但不确定该用哪个技能、或需要端到端工作流串联时使用。路由唯一明确时自动加载目标技能并按其工作流执行,不只给建议;路由模糊(多个候选都合理)时先列出候选让用户选择,确认后再执行。

GPL-3.0Auto-check passedDevelopment

Install Ask Anhoder

skills CLI
$ npx skills add go-musicfox/go-musicfox --skill ask-anhoder -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install go-musicfox/go-musicfox ask-anhoder --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/go-musicfox/go-musicfox.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ask-anhoder .claude/skills/ask-anhoder && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ask-anhoder
GitHub stars
2.6k
Token cost
~1.2k tokens
SKILL.md length
310 words
Files
1
Skills in repo
37
Repo updated
First seen
Licence
GPL-3.0

At a glance

自动路由并调用合适的 open-mercato/skills 技能(om-)。当用户描述一个任务但不确定该用哪个技能、或需要端到端工作流串联时使用。路由唯一明确时自动加载目标技能并按其工作流执行,不只给建议;路由模糊(多个候选都合理)时先列出候选让用户选择,确认后再执行。

  • Works in 4 steps: 已有 issue / 问题描述 → om-auto-fix-issue —… → 只有任务 brief / 模糊想法 → om-auto-create-pr ""… → 已有 spec / spec PR →… → …
  • Development work in your project
  • SKILL.md covers 主流程:想法 → 合并的 PR, On-ramps(汇入主流程的入口), Standalone(独立技能) and 自动调用协议, plus 2 more sections
  • Calls make

What it does

Ask Anhoder is an agent skill from go-musicfox/go-musicfox. 自动路由并调用合适的 open-mercato/skills 技能(om-)。当用户描述一个任务但不确定该用哪个技能、或需要端到端工作流串联时使用。路由唯一明确时自动加载目标技能并按其工作流执行,不只给建议;路由模糊(多个候选都合理)时先列出候选让用户选择,确认后再执行。

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development. The repository describes itself as: go-musicfox是用Go写的又一款网易云音乐命令行客户端,支持UnblockNeteaseMusic、各种音质级别、lastfm、MPRIS、MacOS交互响应(睡眠暂停、蓝牙耳机连接断开响应、菜单栏控制等)... The licence is GPL-3.0.

When your agent uses it

  • Development work in your project

Example prompts

  • “/ask-anhoder”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. 已有 issue / 问题描述 → om-auto-fix-issue — 自动分类后端到端执行:bug 走 om-verify-in-repo → om-root-cause → om-fix → om-open-pr → om-auto-review-pr 链(UI…
  2. 只有任务 brief / 模糊想法 → om-auto-create-pr "" — 隔离 worktree 中规划 → 分阶段实现 → 跑验证门禁 → 打开带标签 PR;Step 数超 20 自动转 loop 版(--loop 强制)。若想法还太模糊、值得先想清楚再动手 →…
  3. 已有 spec / spec PR → om-auto-implement-spec — 实施 spec,交付已验证、已评审、UI 已截图的 ready PR。
  4. 想法清晰,先建档 → om-prepare-issue "<想法>" — 查重、贴 spec、打 SDLC 标签,建 issue 不实施;之后可再路由 om-auto-fix-issue。

What it can do on your machine

Read from SKILL.md and the folder at commit 12169a7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • make

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ask Anhoder loads about 1.2k tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 310 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from go-musicfox/go-musicfox at commit 12169a7, republished under its GPL-3.0 licence (© go-musicfox). 310 words, ~1,205 tokens.

Download SKILL.mdSave it as .claude/skills/ask-anhoder/SKILL.md (or your agent's skills folder).
name
ask-anhoder
description
自动路由并调用合适的 open-mercato/skills 技能(om-*)。当用户描述一个任务但不确定该用哪个技能、或需要端到端工作流串联时使用。路由唯一明确时自动加载目标技能并按其工作流执行,不只给建议;路由模糊(多个候选都合理)时先列出候选让用户选择,确认后再执行。
disable-model-invocation
true

Ask Anhoder

你不必记住全部 36 个技能,按场景问这里。路由唯一明确时自动调用目标技能并执行(见「自动调用协议」),而不是只输出一条 Next: 建议;路由模糊(多个候选都合理)时不自动调用,先列出候选让用户选择(见「路由规则 1」)。

技能本体(SKILL.md)是权威参考;本技能是路由地图。完整速查表见仓库根目录 SKILLS_WORKFLOW.md。

主流程:想法 → 合并的 PR

大多数工作走这条主线。按现状选入口,后续环节由技能内部链与标记行自动串联,无需手动接续。

  1. 已有 issue / 问题描述 → om-auto-fix-issue <issue-id|问题描述> — 自动分类后端到端执行:bug 走 om-verify-in-repo → om-root-cause → om-fix → om-open-pr → om-auto-review-pr 链(UI 修复附带 om-auto-qa-pr 截图证据);feature 走写 spec → 实现链。常用变体 --no-ui(跳过 UI QA)、--loop(长计划)、--interactive(每步确认)、--force(接管他人认领)。
  2. 只有任务 brief / 模糊想法 → om-auto-create-pr "<brief>" — 隔离 worktree 中规划 → 分阶段实现 → 跑验证门禁 → 打开带标签 PR;Step 数超 20 自动转 loop 版(--loop 强制)。若想法还太模糊、值得先想清楚再动手 → om-brainstorm "<主题>"(交互式发散收敛,产出移交 brief 与 Next: 路由行)。
  3. 已有 spec / spec PR → om-auto-implement-spec <spec 路径|名称|issue|PR 号> — 实施 spec,交付已验证、已评审、UI 已截图的 ready PR。
  4. 想法清晰,先建档 → om-prepare-issue "<想法>" — 查重、贴 spec、打 SDLC 标签,建 issue 不实施;之后可再路由 om-auto-fix-issue。

On-ramps(汇入主流程的入口)

  • PR 推进与合并
    • "这个 PR 下一步该干什么 / 推进到合并" → om-pr-autopilot <pr> — 诊断十信号 → 自动编排对应技能链 → 状态报告,默认停在 merge-ready。
    • "恢复中断的 PR" → om-auto-continue-pr <pr> — 无计划则从 PR 上下文收养重建;计划过长自动移交 loop 版。
    • "把这个 PR 弄到能合并" → om-auto-fix-pr <pr> — 合入最新 base → 循环修评审发现/CI/UI QA;--ci-only 只修 CI。不自己合并。
    • "合并这个 PR" → om-approve-merge-pr <pr> — 复核全部门禁(含 QA 门禁)→ approving review → squash 合并;有阻塞信号时拒绝。
  • 评审
    • "评审这个 PR" → om-auto-review-pr <pr>(单 PR);"评审所有未评审 PR" → om-review-prs(批量,最新在前,尊重 in-progress 锁)。
  • 提交分支 → om-check-and-commit — 先跑完整验证门禁,全绿且用户明确要求才提交推送。

Standalone(独立技能)

  • QA 与测试:om-auto-qa-pr <pr>(浏览器 UI QA + 截图证据);om-prepare-test-env(一次性准备可复用测试环境);om-integration-tests(探索运行中的应用编写 E2E 测试)。
  • Issue 卫生:om-auto-manage-issues(批量清洗:补标签/澄清/标注缺 spec,--write-missing-specs 顺带补 spec);om-close-fixed-issues(按 fixes/closes/resolves 关键字关闭已修复 issue);om-followup-issue-from-pr <链接>(PR 遗留诉求 → 跟踪 issue)。
  • UX 设计:om-ux-setup(抽取仓库设计契约到 .uxproof/,一次);om-ux-shape "<想法>"(塑形决策,Shape/Review/Handoff 三模式);om-ux-review-pr <pr>(证据优先的 PR UI 设计评审)。
  • 管道与技能维护:om-setup-agent-pipeline(重新配置管道,仓库已配置过,重跑前会先询问);om-apply-upgrade-notes(技能升级后同步描述符,--dry-run 先预览);om-pipeline-retro(管道运行成本复盘,只读);om-create-skill "<brief>"(写新技能/拆分大 SKILL.md)。
  • 发布收尾:om-auto-update-changelog --version <x.y.z>(为上次 release 以来合并的 PR 起草 CHANGELOG 条目并落 docs PR)。
  • 只读咨询(不认领、不改动):om-merge-buddy(哪些 PR 现在能合并)、om-root-cause(issue 根因分析)、om-code-review(diff/分支审查)、om-verify-in-repo(缺陷分流验证)。

自动调用协议

路由不是终点。确定目标技能后立即自动调用并执行,不要只输出建议:

  1. 先判唯一性,模糊先问:意图与已有信息能唯一确定目标技能时直接进入第 1 步;若多个候选技能都合理(如"处理这个 PR"可指 om-pr-autopilot / om-auto-fix-pr / om-auto-review-pr,"评审"可指 om-auto-review-pr / om-code-review),停下来把候选路由呈现给用户——每个候选附一句话适用场景并标注你的推荐,等用户选定后再调用,不自行拍板。
  2. 加载目标技能:读取 ../om-<skill>/SKILL.md(ask-anhoder 与 om-* 同处 .agents/skills/;.claude/skills/om-<skill>/SKILL.md 是同一文件的符号链接)。工作流中引用的 references/*.md 一并读取。配置加载、认领协议等共同契约由目标技能自行处理。
  3. 解析参数:按目标技能的 Arguments 从用户描述中提取所需参数(issue/PR 号、brief、spec 路径、--no-ui/--loop/--force 等标志)。关键参数缺失时先问用户(见路由规则 2),不要猜测 issue 号或 PR 号。
  4. verbatim 执行:按目标技能 SKILL.md 的 Workflow 逐条执行,遵循其 Rules 与 Security boundaries;链内技能的输出(如 om-root-cause 的 brief)原样传递给下一环节。不自行发明步骤,不绕过其门禁。
  5. 保留标记行:汇报结束时转述目标技能产出的机器可解析链式行(PR: / Issue: / Spec: / Next: / NO_ACTION_NEEDED),供下一环节自动串联或让用户知道停在哪。
  6. 停下等待用户的情况:(a) 路由模糊,候选技能需用户选择(见路由规则 1);(b) 目标技能自身要求人类介入——om-brainstorm 的路由确认、认领冲突询问、--interactive 模式、om-ux-shape/om-ux-review-pr 的对话环节;(c) 目标技能产出阻塞结论(NO_ACTION_NEEDED、Status: blocked、需用户决策的守卫)——向用户报告原因与证据,不自行绕行。

路由规则

  1. 唯一路由才自动调用:意图与信息能唯一确定目标技能时,给出路由的同时就自动调用(见自动调用协议),不罗列无关可能;路由模糊(多个候选都合理)时不自动调用,改为列出候选路由让用户选择——每个候选给一句话适用场景,标注你的推荐,用户选定后再执行。
  2. 先澄清再路由:用户描述模糊(没有 issue 号、没有 PR 号、不知道是 bug 还是 feature)时,先问一个问题补齐关键信息再路由。
  3. 长诉求拆链:多个阶段的诉求按顺序给主入口即可——如"实现功能并合并"只路由 om-auto-fix-issue 或 om-auto-create-pr,后续环节由技能自动串联(标记行 PR:/Issue:/Spec: 驱动)。
  4. 只读咨询不认领:用户只是了解情况("哪些 PR 能合并"、"issue 根因"、"管道成本")时,路由到只读技能(om-merge-buddy、om-root-cause、om-code-review、om-pipeline-retro),同样自动调用,但不产生认领与变更。
  5. 兜底:拿不准时读 SKILLS_WORKFLOW.md 速查表;流程细节查 SDLC.md(标签状态机/QA 门禁/认领协议)、审查规则查 CODE_REVIEW.md、契约表面查 BACKWARD_COMPATIBILITY.md。
  6. 交互式技能例外:目标技能本身是对话型(om-brainstorm、om-ux-shape 等)时,按其 workflow 进行对话,确认路由后由它决定下一技能,本技能不越过其确认门。

本仓库环境提示

  • 配置:.ai/agentic.config.json(tracker github、browser agent-browser、门禁 make lint/make test/make build、QA 门禁开启)。
  • 沟通用中文;代码注释与提交信息用英文;提交遵循 Conventional Commits。
  • 用户可见改动建议带 needs-qa;纯文档/依赖/CI 改动用 skip-qa。

© go-musicfox, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/ask-anhoder of go-musicfox/go-musicfox.

Open the folder on GitHubat commit 12169a7

Compare with similar skills

Ask Anhoder next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ask Anhoder compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ask Anhoder this skillgo-musicfox/go-musicfox2.6k—~1.2kAutomated safety check: PassGPL-3.0
Vercel Composition Patternssupabase/supabase111k58 repos~726Automated safety check: PassMIT
Finishing a Development Branchobra/superpowers297k5 repos~1.9kAutomated safety check: PassMIT
Typescript Advanced Typesrolling-scopes/rsschool-app10k25 repos~4.2kAutomated safety check: PassMPL-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Code Review ChecklistshareAI-lab/learn-claude-code78k4 repos~1.1kAutomated safety check: PassMIT

Similar skills

  • Official

    React composition patterns that scale. An agent skill from supabase/supabase.

    111k GitHub starsUsed in 58 repos~726 tokens
    DevelopmentAuto-check passed
  • Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.

    297k GitHub starsUsed in 5 repos~1.9k tokens
    DevelopmentAuto-check passed
  • Typescript Advanced Types

    rolling-scopes/rsschool-app

    Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.

    10k GitHub starsUsed in 25 repos~4.2k tokens
    DevelopmentAuto-check passed
  • PR Babysitter

    openinterpreter/openinterpreter

    Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.

    69k GitHub starsUsed in 3 repos~4.2k tokens
    DevelopmentAuto-check passed
  • Code Review Checklist

    shareAI-lab/learn-claude-code

    Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.

    78k GitHub starsUsed in 4 repos~1.1k tokens
    DevelopmentAuto-check passed
  • Greploop

    onyx-dot-app/onyx

    Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.

    32k GitHub starsUsed in 4 repos~3.3k tokens
    DevelopmentAuto-check passed

More from go-musicfox/go-musicfox

All 37 skills in this repo
  • Om Auto Fix Issue

    go-musicfox/go-musicfox

    Fix or implement a tracker issue end to end from a single command — takes an issue id or a plain problem description (filed first via om-prepare-issue), classifies, then drives the bug autofix chain…

    2.6k GitHub starsUsed in 1 repo~5k tokens
    Auto-check: notes
  • Om Brainstorm

    go-musicfox/go-musicfox

    Divergent conversation before any artifact exists — open questions one at a time, alternatives including building nothing, converging on a routing decision and a handoff brief for the next skill.

    2.6k GitHub starsUsed in 1 repo~1.6k tokens
    Auto-check passed
  • Om Close Fixed Issues

    go-musicfox/go-musicfox

    Close the tracker issues that recently merged PRs authoritatively fixed — via fixes/closes/resolves keywords or closingIssuesReferences — and post informational comments on issues whose PRs were…

    2.6k GitHub starsUsed in 1 repo~2.9k tokens
    Auto-check: notes
  • Om Prepare Issue

    go-musicfox/go-musicfox

    Create one well-formed tracker issue from a brief without implementing it — dedupes against existing issues and PRs, links a covering spec (authoring one via om-auto-write-spec on a design-only PR…

    2.6k GitHub starsUsed in 1 repo~3.2k tokens
    Auto-check: notes
  • Om Spec Writing

    go-musicfox/go-musicfox

    Write and review feature specifications to staff-engineer standards.

    2.6k GitHub starsUsed in 1 repo~2.7k tokens
    Auto-check passed
  • Om Approve Merge PR

    go-musicfox/go-musicfox

    Approve (submit an approving review) and squash-merge a PR given only its number, refusing when the QA gate or a blocking label forbids it.

    2.6k GitHub starsUsed in 1 repo~2.6k tokens
    Auto-check: notes

Categories

Questions about Ask Anhoder

What does Ask Anhoder do?

自动路由并调用合适的 open-mercato/skills 技能(om-)。当用户描述一个任务但不确定该用哪个技能、或需要端到端工作流串联时使用。路由唯一明确时自动加载目标技能并按其工作流执行,不只给建议;路由模糊(多个候选都合理)时先列出候选让用户选择,确认后再执行。. Ask Anhoder is an agent skill from go-musicfox/go-musicfox.

When should I use Ask Anhoder?

Ask Anhoder fits situations like: development work in your project.

How do I install Ask Anhoder in Claude Code?

Run `npx skills add go-musicfox/go-musicfox --skill ask-anhoder -a claude-code`. Or copy the skill folder (.agents/skills/ask-anhoder in go-musicfox/go-musicfox) into .claude/skills/ask-anhoder in your project. Claude Code loads it when a task matches its description.

How do I install Ask Anhoder in Codex?

Run `npx skills add go-musicfox/go-musicfox --skill ask-anhoder -a codex`. Or copy the skill folder (.agents/skills/ask-anhoder in go-musicfox/go-musicfox) into .agents/skills/ask-anhoder in your project. Codex loads it when a task matches its description.

Can I use Ask Anhoder in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add go-musicfox/go-musicfox --skill ask-anhoder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ask-anhoder, .gemini/skills/ask-anhoder, .github/skills/ask-anhoder and .opencode/skills/ask-anhoder in your project.

What does Ask Anhoder need to run?

Going by SKILL.md and its folder, Ask Anhoder needs the command-line tools its instructions call (make).

Does Ask Anhoder access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ask Anhoder safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ask Anhoder use?

Ask Anhoder is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ask Anhoder use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ask Anhoder?

Skills that share tags, products or a category with Ask Anhoder: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ask Anhoder?

go-musicfox (a GitHub organization) maintains it in go-musicfox/go-musicfox, which has 2,586 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on September 7, 2026.

Source: go-musicfox/go-musicfox on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.