Agent skill

Whipflow

by npc-live in npc-live/clawfirm

WhipFlow 是 clawfirm 内置的 AI workflow 引擎. An agent skill from npc-live/clawfirm.

No licenceAuto-check passed

Install Whipflow

skills CLI
$ npx skills add npc-live/clawfirm --skill whipflow -a claude-code

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

GitHub CLI
$ gh skill install npc-live/clawfirm whipflow --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/npc-live/clawfirm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cmd/whip .claude/skills/whipflow && 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
whipflow
GitHub stars
156
Token cost
~3.2k tokens
SKILL.md length
457 words
Files
2
Skills in repo
49
Repo updated
First seen
Licence
None found

At a glance

WhipFlow 是 clawfirm 内置的 AI workflow 引擎. An agent skill from npc-live/clawfirm.

  • SKILL.md covers 执行方式, Quick Start, File Format and Comments, plus 7 more sections
  • Runs Go scripts from its folder

What it does

Whipflow is an agent skill from npc-live/clawfirm. WhipFlow 是 clawfirm 内置的 AI workflow 引擎。 用 .whip 文件定义多步骤 AI 工作流,运行时处理执行、上下文传递和工具权限。 Activate when: user wants to create or run a workflow, mentions whipflow, or needs to automate a multi-step AI task. WhipFlow 已内置于 clawfirm,无需额外安装。 运行方式:使用内置工具 whipflowrun(file 或 source 参数)。

Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file.

Example prompts

  • “/whipflow”

What it can do on your machine

Read from SKILL.md and the folder at commit db435ed. 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

    Ships script files (Go), which the agent can run.

    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

Whipflow loads about 3.2k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 457 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~3.2k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 457 words (~3,178 tokens).

“WhipFlow 是 clawfirm 内置的 AI workflow 引擎,使用 OpenProse DSL 编排工作流。 通过内置 whipflow_run 工具直接执行,无需安装任何外部依赖。”

— opening of SKILL.md by npc-live
name
whipflow
version
1.0.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in cmd/whip of npc-live/clawfirm.

  • SKILL.md
  • main.go

Open the folder on GitHubat commit db435ed

Compare with similar skills

Whipflow 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.

Whipflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Whipflow this skillnpc-live/clawfirm156—~3.2kAutomated safety check: PassNone
Fde DiagnosisHA7CH/ha7ch-school350—~5.3kAutomated safety check: PassNone
Bun Webview Testpa001024/dna-builder136—~1.2kAutomated safety check: PassMIT
Whipflownpc-live/clawfirm156—~1.4kAutomated safety check: PassNone
Clawfirm Testnpc-live/clawfirm156—~2.1kAutomated safety check: PassNone
Solana Easy Swapnpc-live/clawfirm156—~1.4kAutomated safety check: PassNone

Similar skills

  • Fde Diagnosis

    HA7CH/ha7ch-school

    HA7CH School 内置的 FDE(Forward Deployed Engineer)转型诊断与成长处方。读学生简历或经历,诚实判断他现在是不是 FDE、缺哪半(Echo 摸真需求 / Delta 端到端做出来)、该走土 FDE 还是大厂平台型 FDE、未来 30 天该干什么;还能按需调 job-pro 找国内在招的相关岗位。由 FDE 课程的实验课渐进加载,不需要学生另装独立…

    350 GitHub stars~5.3k tokensUpdated 3 days ago
    Auto-check passed
  • Bun Webview Test

    pa001024/dna-builder

    使用 Bun 1.4 内置的 Bun.WebView 无头浏览器对前端页面(Vue/Vite 等)做端到端冒烟与交互测试。当需要加载页面、真实点击、读取 DOM/应用状态、做断言、截图归档,或对本地开发服务器/静态站点做零依赖的浏览器级验证、可视化巡检、交互回归测试时,应使用本技能。

    136 GitHub stars~1.2k tokensUpdated today
    Testing & QAAuto-check passed
  • Whipflow

    npc-live/clawfirm

    WhipFlow DSL expert for writing .whip workflow scripts in clawfirm (AI Gateway).

    156 GitHub stars~1.4k tokensUpdated 3 mo ago
    Auto-check passed
  • Clawfirm Test

    npc-live/clawfirm

    Testing and automating the Clawfirm desktop app UI using the browser-agent CLI (NOT agent-browser).

    156 GitHub stars~2.1k tokensUpdated 3 mo ago
    Productivity & AutomationAuto-check passed
  • Solana Easy Swap

    npc-live/clawfirm

    Swap any Solana token from chat. An agent skill from npc-live/clawfirm.

    156 GitHub stars~1.4k tokensUpdated 3 mo ago
    Business, Finance & HRAuto-check passed
  • Crypto Market Rank

    npc-live/clawfirm

    Crypto market rankings and leaderboards. An agent skill from npc-live/clawfirm.

    156 GitHub stars~4k tokensUpdated 3 mo ago
    Business, Finance & HRAuto-check passed

More from npc-live/clawfirm

All 49 skills in this repo
  • Solana Skill

    npc-live/clawfirm

    Interact with Solana blockchain via Helius APIs. An agent skill from npc-live/clawfirm.

    156 GitHub stars~1k tokensUpdated 3 mo ago
    Auto-check passed
  • Solana Sniper Bot

    npc-live/clawfirm

    Autonomous Solana token sniper and trading bot. An agent skill from npc-live/clawfirm.

    156 GitHub stars~913 tokensUpdated 3 mo ago
    Auto-check: notes
  • Fiat

    npc-live/clawfirm

    Query Binance fiat payment capabilities — supported countries, currencies, payment methods, limits, and crypto prices — via public APIs, plus authenticated order/payment history lookup.

    156 GitHub starsUsed in 1 repo~2.1k tokens
    Auto-check passed
  • Onchain Pay Open API

    npc-live/clawfirm

    Binance Onchain Pay enables users to buy cryptocurrency with fiat (e.g., EUR, USD) or send existing crypto from their Binance account directly to any external on-chain wallet address in a single…

    156 GitHub starsUsed in 1 repo~4.9k tokens
    Auto-check passed
  • Pay people in SOL or USDC, buy and sell tokens, check prices, discover trending and new tokens, create and manage Solana wallets, stake SOL, earn yield through lending and managed vaults, borrow…

    156 GitHub starsUsed in 1 repo~4.7k tokens
    Auto-check passed
  • Agent Browser

    npc-live/clawfirm

    Browser automation skill using the agent-browser CLI for EXTERNAL WEBSITES via Chrome/CDP.

    156 GitHub stars~1k tokensUpdated 3 mo ago
    Auto-check passed

Questions about Whipflow

What does Whipflow do?

WhipFlow 是 clawfirm 内置的 AI workflow 引擎. An agent skill from npc-live/clawfirm. Whipflow is an agent skill from npc-live/clawfirm.whip 文件定义多步骤 AI 工作流,运行时处理执行、上下文传递和工具权限。 Activate when: user wants to create or run a workflow, mentions whipflow, or needs to automate a multi-step AI task.

How do I install Whipflow in Claude Code?

Run `npx skills add npc-live/clawfirm --skill whipflow -a claude-code`. Or copy the skill folder (cmd/whip in npc-live/clawfirm) into .claude/skills/whipflow in your project. Claude Code loads it when a task matches its description.

How do I install Whipflow in Codex?

Run `npx skills add npc-live/clawfirm --skill whipflow -a codex`. Or copy the skill folder (cmd/whip in npc-live/clawfirm) into .agents/skills/whipflow in your project. Codex loads it when a task matches its description.

Can I use Whipflow 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 npc-live/clawfirm --skill whipflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/whipflow, .gemini/skills/whipflow, .github/skills/whipflow and .opencode/skills/whipflow in your project.

What does Whipflow need to run?

Going by SKILL.md and its folder, Whipflow needs Go for the scripts in its folder.

Does Whipflow 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 Whipflow 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 Whipflow use?

No licence was found for Whipflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Whipflow use?

About 3.2k tokens (SKILL.md is roughly 13k 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 Whipflow?

Skills that share tags, products or a category with Whipflow: Fde Diagnosis (HA7CH/ha7ch-school, 350 stars), Bun Webview Test (pa001024/dna-builder, 136 stars), Whipflow (npc-live/clawfirm, 156 stars) and Clawfirm Test (npc-live/clawfirm, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Whipflow?

npc-live (a GitHub organization) maintains it in npc-live/clawfirm, which has 156 GitHub stars. The repository holds 49 skills in this directory. The repository was last updated on June 17, 2026.

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