Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
通过 reasoningeffort、Magic String、组合推理题和离线日期题快速检测当前 API 是否为真实 Claude 模型，并在需要时升级到身份、工具、元数据与嵌套层级的深度审查。用于怀疑模型真假、来源异常、被第三方包装，或需要输出模型真实性检测报告时。
Install Claude Skill Model Fingerprint
$ npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rt22766/claude-skill-model-fingerprint claude-skill-model-fingerprint --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "claude-skill-model-fingerprint" agent skill from https://github.com/rt22766/claude-skill-model-fingerprint/tree/main into .claude/skills/claude-skill-model-fingerprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-skill-model-fingerprint", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rt22766/claude-skill-model-fingerprint claude-skill-model-fingerprint --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "claude-skill-model-fingerprint" agent skill from https://github.com/rt22766/claude-skill-model-fingerprint/tree/main into .agents/skills/claude-skill-model-fingerprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-skill-model-fingerprint", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rt22766/claude-skill-model-fingerprint claude-skill-model-fingerprint --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "claude-skill-model-fingerprint" agent skill from https://github.com/rt22766/claude-skill-model-fingerprint/tree/main into .cursor/skills/claude-skill-model-fingerprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-skill-model-fingerprint", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rt22766/claude-skill-model-fingerprint claude-skill-model-fingerprint --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "claude-skill-model-fingerprint" agent skill from https://github.com/rt22766/claude-skill-model-fingerprint/tree/main into .gemini/skills/claude-skill-model-fingerprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-skill-model-fingerprint", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rt22766/claude-skill-model-fingerprint claude-skill-model-fingerprintInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "claude-skill-model-fingerprint" agent skill from https://github.com/rt22766/claude-skill-model-fingerprint/tree/main into .github/skills/claude-skill-model-fingerprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-skill-model-fingerprint", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rt22766/claude-skill-model-fingerprint claude-skill-model-fingerprint --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "claude-skill-model-fingerprint" agent skill from https://github.com/rt22766/claude-skill-model-fingerprint/tree/main into .opencode/skills/claude-skill-model-fingerprint/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "claude-skill-model-fingerprint", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
claude-skill-model-fingerprint- GitHub stars
- 113
- Token cost
- ~925 tokens
- SKILL.md length
- 161 words
- Files
- 6 (incl. references)
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
通过 reasoningeffort、Magic String、组合推理题和离线日期题快速检测当前 API 是否为真实 Claude 模型，并在需要时升级到身份、工具、元数据与嵌套层级的深度审查。用于怀疑模型真假、来源异常、被第三方包装，或需要输出模型真实性检测报告时。
- Works in 5 steps: ：准备 → ：并行执行（关键步骤） → ：汇总判定 → …
- Tasks that involve Subagents
- SKILL.md covers 概述, 使用边界, 执行架构 and 默认执行流程, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Claude Skill Model Fingerprint is an agent skill from rt22766/claude-skill-model-fingerprint. 通过 reasoningeffort、Magic String、组合推理题和离线日期题快速检测当前 API 是否为真实 Claude 模型，并在需要时升级到身份、工具、元数据与嵌套层级的深度审查。用于怀疑模型真假、来源异常、被第三方包装，或需要输出模型真实性检测报告时。
Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `README.md`, `references/core-tests.md` and `references/deep-review.md`).
It sits in Agent Workflows, covering Subagents. The repository describes itself as: 这是一个为 Claude Code / AI Agent 设计的诊断技能（Skill）。它通过自省式分析和多项特定的压力测试，帮助用户检测当前使用的 API 是否为官方原版的 Claude 4.6 模型，或者是否存在第三方中转、提示词注入与封装。
When your agent uses it
- Tasks that involve Subagents
Example prompts
- “/claude-skill-model-fingerprint”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- ：准备
- ：并行执行（关键步骤）
- ：汇总判定
- ：深度审查（条件触发）
- ：输出报告
What it can do on your machine
Read from SKILL.md and the folder at commit a38d035. 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
Claude Skill Model Fingerprint loads about 925 tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 161 words of instructions outside code blocks.
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 161 words (~925 tokens).
“本 Skill 通过 并行 subagent 执行多项独立检测，大幅缩短总耗时。”
- name
- claude-skill-model-fingerprint
- source
- personal
- risk
- safe
- domain
- diagnostics
- category
- analysis
- version
- 2.0.0
Files
SKILL.md and 5 other files (references) in the repository root of rt22766/claude-skill-model-fingerprint.
- SKILL.md
- .gitignore
- README.md
- references/core-tests.md
- references/deep-review.md
- references/report-template.md
Open the folder on GitHubat commit a38d035
Compare with similar skills
Claude Skill Model Fingerprint 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Claude Skill Model Fingerprint this skillrt22766/claude-skill-model-fingerprint | 113 | — | ~925 | Automated safety check: Pass | None | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 37 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 40 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~11k | Automated safety check: Pass | CC-BY-4.0 |
Similar skills
- Official
Subagent Driven Development
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
Dispatching Parallel Agents
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Paseo Advisor Second Opinion
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
Task Observer
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
O2 Review Loop
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
Related
Categories
Questions about Claude Skill Model Fingerprint
What does Claude Skill Model Fingerprint do?
通过 reasoningeffort、Magic String、组合推理题和离线日期题快速检测当前 API 是否为真实 Claude 模型，并在需要时升级到身份、工具、元数据与嵌套层级的深度审查。用于怀疑模型真假、来源异常、被第三方包装，或需要输出模型真实性检测报告时。. Claude Skill Model Fingerprint is an agent skill from rt22766/claude-skill-model-fingerprint.
When should I use Claude Skill Model Fingerprint?
Claude Skill Model Fingerprint fits situations like: tasks that involve Subagents.
How do I install Claude Skill Model Fingerprint in Claude Code?
Run `npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a claude-code`. Or copy the skill folder (the rt22766/claude-skill-model-fingerprint repository) into .claude/skills/claude-skill-model-fingerprint in your project. Claude Code loads it when a task matches its description.
How do I install Claude Skill Model Fingerprint in Codex?
Run `npx skills add rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a codex`. Or copy the skill folder (the rt22766/claude-skill-model-fingerprint repository) into .agents/skills/claude-skill-model-fingerprint in your project. Codex loads it when a task matches its description.
Can I use Claude Skill Model Fingerprint 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 rt22766/claude-skill-model-fingerprint --skill claude-skill-model-fingerprint -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/claude-skill-model-fingerprint, .gemini/skills/claude-skill-model-fingerprint, .github/skills/claude-skill-model-fingerprint and .opencode/skills/claude-skill-model-fingerprint in your project.
What does Claude Skill Model Fingerprint need to run?
SKILL.md names no scripts, command-line tools or credentials: Claude Skill Model Fingerprint is instructions for the agent only.
Does Claude Skill Model Fingerprint 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 Claude Skill Model Fingerprint 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 Claude Skill Model Fingerprint use?
No licence was found for Claude Skill Model Fingerprint or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Claude Skill Model Fingerprint use?
About 925 tokens (SKILL.md is roughly 3.7k 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 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Claude Skill Model Fingerprint?
Skills that share tags, products or a category with Claude Skill Model Fingerprint: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Claude Skill Model Fingerprint?
rt22766 (a GitHub user) maintains it in rt22766/claude-skill-model-fingerprint, which has 113 GitHub stars. The repository was last updated on March 24, 2026.
Source: rt22766/claude-skill-model-fingerprint on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.