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Agent skill

Henji AI Adaptation Assistant

by henjicc in henjicc/Henji-AI

痕迹AI的组合适配路由。仅在同一任务确实同时涉及供应商/模型适配与 ReactFlow 画布节点结构改动，或用户明确点名本 skill 时使用；标准生成节点会自动读取模型 schema，“模型会出现在画布里”不算画布接入。纯模型任务使用 henji-model-adaptation，纯画布节点任务使用 canvas-node-builder。

Apache-2.0Auto-check passed

Install Henji AI Adaptation Assistant

skills CLI
$ npx skills add henjicc/Henji-AI --skill henji-ai-adaptation-assistant -a claude-code

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

GitHub CLI
$ gh skill install henjicc/Henji-AI henji-ai-adaptation-assistant --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/henjicc/Henji-AI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/henji-ai-adaptation-assistant .claude/skills/henji-ai-adaptation-assistant && 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
henji-ai-adaptation-assistant
GitHub stars
254
Token cost
~225 tokens
SKILL.md length
38 words
Files
2
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

痕迹AI的组合适配路由。仅在同一任务确实同时涉及供应商/模型适配与 ReactFlow 画布节点结构改动，或用户明确点名本 skill 时使用；标准生成节点会自动读取模型 schema，“模型会出现在画布里”不算画布接入。纯模型任务使用 henji-model-adaptation，纯画布节点任务使用 canvas-node-builder。

  • SKILL.md covers 路由规则 and 执行规则
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Henji AI Adaptation Assistant is an agent skill from henjicc/Henji-AI. 痕迹AI的组合适配路由。仅在同一任务确实同时涉及供应商/模型适配与 ReactFlow 画布节点结构改动，或用户明确点名本 skill 时使用；标准生成节点会自动读取模型 schema，“模型会出现在画布里”不算画布接入。纯模型任务使用 henji-model-adaptation，纯画布节点任务使用 canvas-node-builder。

Its SKILL.md is about 230 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

The repository describes itself as: 痕迹AI - 一个软件用上各种AI！聚合多家供应商，一站式生成图片、视频和音频. The licence is Apache-2.0.

Example prompts

  • “模型会出现在画布里”
  • “/henji-ai-adaptation-assistant”

What it can do on your machine

Read from SKILL.md and the folder at commit 7283535. 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.

    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

Henji AI Adaptation Assistant loads about 225 tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 38 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~225

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 henjicc/Henji-AI at commit 7283535, republished under its Apache-2.0 licence (© henjicc). 38 words, ~225 tokens.

Download SKILL.mdSave it as .claude/skills/henji-ai-adaptation-assistant/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
henji-ai-adaptation-assistant
description
痕迹AI的组合适配路由。仅在同一任务确实同时涉及供应商/模型适配与 ReactFlow 画布节点结构改动，或用户明确点名本 skill 时使用；标准生成节点会自动读取模型 schema，“模型会出现在画布里”不算画布接入。纯模型任务使用 henji-model-adaptation，纯画布节点任务使用 canvas-node-builder。

痕迹AI适配助手

路由规则

  • 供应商、模型、参数、API、请求构建、轮询、价格或模型筛选：完整读取并使用 henji-model-adaptation。
  • 画布节点类型、节点 DOM、节点注册、端口、媒体输入行、结果节点或节点专属交互：完整读取并使用 canvas-node-builder。
  • 只改模型 schema、通用参数面板、显隐/联动/计价/request builder 时，即使这些变化会自动出现在画布，也只使用模型 skill；不要因此加载画布 skill。
  • 同时涉及两者：先执行模型 skill 的确认与实现，再执行画布节点 skill；共享事实从模型注册源读取，不在两个 skill 之间复制参数说明。

执行规则

  • 只加载任务实际命中的专业 skill 及其按需引用；本 skill 不维护第二份 workflow 或专题资料。
  • 组合需求中，如果模型 skill 要求用户确认，先完成确认，再继续画布接入。
  • 只有确认需要修改 src/features/canvas/**、节点注册/端口，或共享 NodeParamControl 无法消费新参数类型时，才把任务升级为组合需求。
  • 验证范围统一服从 docs/rules/testing.md，两个专业 skill 只补领域专项检查，不重复跑互相包含的全量命令。

© henjicc, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .codex/skills/henji-ai-adaptation-assistant of henjicc/Henji-AI.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 7283535

Compare with similar skills

Henji AI Adaptation Assistant 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.

Henji AI Adaptation Assistant compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Henji AI Adaptation Assistant this skillhenjicc/Henji-AI254—~225Automated safety check: PassApache-2.0
Agent Adaptive Coordinatorruvnet/ruflo74k2 repos~4kAutomated safety check: PassMIT
Create Agent Adapterpaperclipai/paperclip100k—~8kAutomated safety check: PassMIT
Generic Assistantmastra-ai/mastra29k—~1.1kAutomated safety check: PassCustom licence
Audit Adaptivityben-manes/caffeine18k—~3.2kAutomated safety check: PassApache-2.0
N8n Docs Assistantn8n-io/n8n207k—~550Automated safety check: PassCustom licence

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More from henjicc/Henji-AI

All 11 skills in this repo

  • Canvas Node Builder

    henjicc/Henji-AI

    Henji-AI 画布（ReactFlow）新增/改造节点时使用。指导如何选择普通生成节点、节点内工具工作台、标准行拼装或纯展示节点，如何声明 CanvasNodeDefinition，以及如何让遮罩、打光、镜头等特殊交互各自不同但保持统一骨架。普通模型 schema 会被标准生成节点自动读取；只改供应商、模型参数、显隐、计价或请求构建时不使用本 skill。

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  • Henji Application Capability

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    为 Henji-AI 新增、修改或迁移应用能力，并完成内置 Pi 与现代 MCP 的同源适配。新增工作区、页面、浮层或工具入口、用户数据、设置、业务操作、长任务、稳定引用、权限、宿主上下文、能力搜索，或清理旧 HostCommand/HostQuery/Agent 工具时使用；纯样式、布局、文案和不改变业务能力的组件调整不使用本 skill。

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  • Henji UI Surface

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  • Henji Model Adaptation

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    面向 Henji-AI 的模型与供应商调研、文档整理、参数体验和适配工作流。用于“新增供应商”“给现有供应商新增模型”“模型和供应商都要新增”“核查 API/价格/平台别名”“校对参数顺序、通用交互、隐藏参数或默认请求值”这类需求；先输出确认清单，用户确认后再实施。普通模型 schema 会被标准画布节点自动读取，不因模型会出现在画布里而自动触发节点开发。

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  • Image Edit Workbench

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  • Video Edit Code Creation

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Questions about Henji AI Adaptation Assistant

What does Henji AI Adaptation Assistant do?

痕迹AI的组合适配路由。仅在同一任务确实同时涉及供应商/模型适配与 ReactFlow 画布节点结构改动，或用户明确点名本 skill 时使用；标准生成节点会自动读取模型 schema，“模型会出现在画布里”不算画布接入。纯模型任务使用 henji-model-adaptation，纯画布节点任务使用 canvas-node-builder。. Henji AI Adaptation Assistant is an agent skill from henjicc/Henji-AI.

How do I install Henji AI Adaptation Assistant in Claude Code?

Run `npx skills add henjicc/Henji-AI --skill henji-ai-adaptation-assistant -a claude-code`. Or copy the skill folder (.codex/skills/henji-ai-adaptation-assistant in henjicc/Henji-AI) into .claude/skills/henji-ai-adaptation-assistant in your project. Claude Code loads it when a task matches its description.

How do I install Henji AI Adaptation Assistant in Codex?

Run `npx skills add henjicc/Henji-AI --skill henji-ai-adaptation-assistant -a codex`. Or copy the skill folder (.codex/skills/henji-ai-adaptation-assistant in henjicc/Henji-AI) into .agents/skills/henji-ai-adaptation-assistant in your project. Codex loads it when a task matches its description.

Can I use Henji AI Adaptation Assistant 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 henjicc/Henji-AI --skill henji-ai-adaptation-assistant -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/henji-ai-adaptation-assistant, .gemini/skills/henji-ai-adaptation-assistant, .github/skills/henji-ai-adaptation-assistant and .opencode/skills/henji-ai-adaptation-assistant in your project.

What does Henji AI Adaptation Assistant need to run?

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

Does Henji AI Adaptation Assistant 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 Henji AI Adaptation Assistant 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 Henji AI Adaptation Assistant use?

Henji AI Adaptation Assistant is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Henji AI Adaptation Assistant use?

About 225 tokens (SKILL.md is roughly 900 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 Henji AI Adaptation Assistant?

Skills that share tags, products or a category with Henji AI Adaptation Assistant: Agent Adaptive Coordinator (ruvnet/ruflo, 74k stars), Create Agent Adapter (paperclipai/paperclip, 100k stars), Generic Assistant (mastra-ai/mastra, 29k stars) and Audit Adaptivity (ben-manes/caffeine, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Henji AI Adaptation Assistant?

henjicc (a GitHub user) maintains it in henjicc/Henji-AI, which has 254 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 10, 2026.

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