Agent skill

Whipflow

by npc-live in npc-live/clawfirm

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

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/app/assets/skills/whipflow .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
~1.4k tokens
SKILL.md length
176 words
Files
2 (incl. references)
Skills in repo
49
Repo updated
First seen
Licence
None found

At a glance

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

  • Works in 3 steps: 根据用户描述,先生成完整的 .whip 文件。 → 如果用户还需要交互式 Canvas… → 始终输出完整文件,不要省略内容。
  • The user mentions whipflow
  • SKILL.md covers 你的任务, 运行规则, 语法参考 and 文件模板, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Whipflow is an agent skill from npc-live/clawfirm. WhipFlow DSL expert for writing .whip workflow scripts in clawfirm (AI Gateway). Use this skill whenever the user mentions whipflow, .whip files, wants to create an automated workflow, wants multiple AI agents to collaborate on a task, wants to orchestrate an AI pipeline or multi-step task, asks how to automate something with agents, or wants to write a workflow script. Also trigger when the user says things like 'write me a workflow', 'create a .whip file', 'how do I automate X with agents', 'make a pipeline…

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/examples.md`).

When your agent uses it

  • The user mentions whipflow
  • Wants to create an automated workflow
  • Wants multiple AI agents to collaborate on a task
  • Wants to orchestrate an AI pipeline

Example prompts

  • “write me a workflow”
  • “create a .whip file”
  • “how do I automate X with agents”
  • “/whipflow”

Workflow steps

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

  1. 根据用户描述,先生成完整的 .whip 文件。
  2. 如果用户还需要交互式 Canvas 界面(可视化展示、按钮触发),再按「Canvas 集成」章节生成配套 HTML。
  3. 始终输出完整文件,不要省略内容。

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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are whip and html).

    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 1.4k tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 143 tokens; SKILL.md has 176 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~143
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.5k

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 176 words (~1,358 tokens).

“WhipFlow 是 clawfirm 内置的工作流 DSL,用于编排多步骤 AI agent 任务。 文件扩展名 .whip,通过 clawfirm 桌面应用或 whipflow_run 工具执行。”

— opening of SKILL.md by npc-live
name
whipflow
version
0.4.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (references) in app/assets/skills/whipflow of npc-live/clawfirm.

  • SKILL.md
  • references/examples.md

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—~1.4kAutomated safety check: PassNone
Makepad Dslsickn33/agentic-awesome-skills47k2 repos~1.2kAutomated safety check: PassMIT
Dsl Vm Reversesickn33/agentic-awesome-skills47k1 repos~2.4kAutomated safety check: PassMIT
Dsl Vm Reversezhaoxuya520/reverse-skill40k3 repos~2.3kAutomated safety check: PassMIT
Makepad 2 0 Dslsickn33/agentic-awesome-skills47k1 repos~3kAutomated safety check: PassMIT
Kotlin UI DslJetBrains/intellij-community21k—~3.7kAutomated safety check: PassCustom licence

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Questions about Whipflow

What does Whipflow do?

WhipFlow DSL expert for writing .whip workflow scripts in clawfirm (AI Gateway). Whipflow is an agent skill from npc-live/clawfirm.whip workflow scripts in clawfirm (AI Gateway).

When should I use Whipflow?

Whipflow fits situations like: the user mentions whipflow; wants to create an automated workflow; wants multiple AI agents to collaborate on a task; wants to orchestrate an AI pipeline.

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 (app/assets/skills/whipflow 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 (app/assets/skills/whipflow 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?

SKILL.md names no scripts, command-line tools or credentials: Whipflow is instructions for the agent only.

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 1.4k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.2k tokens, read only when the agent opens those files.

What are the alternatives to Whipflow?

Skills that share tags, products or a category with Whipflow: Makepad Dsl (sickn33/agentic-awesome-skills, 47k stars), Dsl Vm Reverse (sickn33/agentic-awesome-skills, 47k stars), Dsl Vm Reverse (zhaoxuya520/reverse-skill, 40k stars) and Makepad 2 0 Dsl (sickn33/agentic-awesome-skills, 47k 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.