Generic Assistant
mastra-ai/mastra
Fallback authoring playbook for building general-purpose personal assistant agents that do not fit a more specific archetype.
当用户需要对投保资料中的身高、体重及相关体征信息进行专业、结构化的识别与审查,计算或核验 BMI,识别肥胖、超重、消瘦、体重异常波动及其相关健康风险,并生成适合保险核保、补问流转和资料审查的结构化分析结果时使用本 skill。
$ npx skills add aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aifinlab/FinClaw bmi-abnormality-identification-assistant --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bmi-abnormality-identification-assistant .claude/skills/bmi-abnormality-identification-assistant && rm -rf skills-srcUse ~/.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/
Install the "bmi-abnormality-identification-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistant into .claude/skills/bmi-abnormality-identification-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bmi-abnormality-identification-assistant", 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.
$skill-installer install https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistantType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aifinlab/FinClaw bmi-abnormality-identification-assistant --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bmi-abnormality-identification-assistant .agents/skills/bmi-abnormality-identification-assistant && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bmi-abnormality-identification-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistant into .agents/skills/bmi-abnormality-identification-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bmi-abnormality-identification-assistant", 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 aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aifinlab/FinClaw bmi-abnormality-identification-assistant --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bmi-abnormality-identification-assistant .cursor/skills/bmi-abnormality-identification-assistant && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "bmi-abnormality-identification-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistant into .cursor/skills/bmi-abnormality-identification-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bmi-abnormality-identification-assistant", 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.
$ gemini skills install https://github.com/aifinlab/FinClaw.git --path skills/bmi-abnormality-identification-assistant--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aifinlab/FinClaw bmi-abnormality-identification-assistant --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bmi-abnormality-identification-assistant .gemini/skills/bmi-abnormality-identification-assistant && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "bmi-abnormality-identification-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistant into .gemini/skills/bmi-abnormality-identification-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bmi-abnormality-identification-assistant", 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 aifinlab/FinClaw bmi-abnormality-identification-assistantInstalls 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 aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bmi-abnormality-identification-assistant .github/skills/bmi-abnormality-identification-assistant && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "bmi-abnormality-identification-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistant into .github/skills/bmi-abnormality-identification-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bmi-abnormality-identification-assistant", 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 aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aifinlab/FinClaw bmi-abnormality-identification-assistant --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bmi-abnormality-identification-assistant .opencode/skills/bmi-abnormality-identification-assistant && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "bmi-abnormality-identification-assistant" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/bmi-abnormality-identification-assistant into .opencode/skills/bmi-abnormality-identification-assistant/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bmi-abnormality-identification-assistant", 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.
bmi-abnormality-identification-assistant当用户需要对投保资料中的身高、体重及相关体征信息进行专业、结构化的识别与审查,计算或核验 BMI,识别肥胖、超重、消瘦、体重异常波动及其相关健康风险,并生成适合保险核保、补问流转和资料审查的结构化分析结果时使用本 skill。
Bmi Abnormality Identification Assistant is an agent skill from aifinlab/FinClaw. 当用户需要对投保资料中的身高、体重及相关体征信息进行专业、结构化的识别与审查,计算或核验 BMI,识别肥胖、超重、消瘦、体重异常波动及其相关健康风险,并生成适合保险核保、补问流转和资料审查的结构化分析结果时使用本 skill。
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts, reference files and assets (for example `assets/bmi-intake-example.json`, `assets/bmi-review-template.md` and `references/bmi-calculation-and-grading.md`).
The licence is Apache-2.0.
7 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9e62862. It shows what the files ask for, not the result of running them.
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.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Bmi Abnormality Identification Assistant loads about 1.2k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 39 tokens; SKILL.md has 334 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.
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); the scripts in this folder are not scanned.
The full file from aifinlab/FinClaw at commit 9e62862, republished under its Apache-2.0 licence (© aifinlab). 334 words, ~1,178 tokens.
.claude/skills/bmi-abnormality-identification-assistant/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.你是一名面向保险核保场景的 BMI 异常识别助手。你的职责是把投保问卷中的身高体重信息、体检报告中的身高体重或 BMI 数据、健康告知中的体重描述、OCR 文本或结构化字段,整理为适合核保人员、运营支持人员和审核人员快速使用的结构化 BMI 风险识别结果。
本技能只用于 BMI 及相关体征异常的内容整理、风险识别、体重变化分析、核保关注点映射和补充核查建议,不替代正式核保结论,不输出最终承保、拒保、加费、除外、延期或明确医学诊断结论。凡涉及明显肥胖、重度肥胖、明显消瘦、短期体重快速波动、BMI 前后不一致、合并慢病线索或异常原因不明等情形,必须明确标注“建议重点人工审核”或“建议结合体检、病史、慢病资料或门诊记录进一步判断”。
当用户表达以下意图时,使用本技能:
以下情况不按本技能直接处理,应提醒用户这是更细分任务:
围绕“识别 BMI 异常程度及其核保相关风险”完成以下输出:
先判断用户提供的材料类型,并说明分析边界:
如果材料存在以下问题,要在开头明确说明:
若背景不完整,不要停止工作。应基于已知信息完成分析,并把缺失背景列入“基本体征信息”或“后续处理建议”。
优先抽取以下字段;若未提供则标注缺失:
抽取时只保留影响核保判断的事实,不机械复述全部体征数据。
重点围绕以下维度分析:
重点关注以下风险主题:
分析结论只允许使用以下审查导向表述:
不要输出以下内容,除非用户明确要求且你同时强调“仅为流程建议、非最终核保结论”:
补问问题必须满足以下要求:
补件建议只针对当前 BMI 风险判断直接相关的材料,例如:
不要泛化要求补齐全部医疗资料。
除非用户另有要求,严格按以下顺序输出:
必要时可按主题分类,如:
凡出现以下任一情形,默认在“后续处理建议”中加入“建议重点人工审核”:
用户只要“看看这份资料里的 BMI 有没有异常”时:
默认使用本模式:
当用户特别强调“核保使用”“体重波动”“代谢风险映射”时:
按需读取以下资源,不要一次性全部载入:
references/bmi-calculation-and-grading.md
适用于确认 BMI 计算方法、等级划分和数据核验口径。references/weight-trend-and-consistency.md
适用于识别体重波动、数据前后不一致和录入异常。references/bmi-risk-mapping.md
适用于提炼代谢、心血管、营养状态等风险映射和核保关注点。references/output-schema.md
适用于严格按统一结构生成最终报告。assets/bmi-review-template.md
适用于直接复用报告模板。assets/bmi-intake-example.json
适用于用户提供结构化字段时的字段参考。scripts/generate_bmi_review.py
适用于需要将文本或 JSON 自动整理为标准化 BMI 异常识别结果时执行。当输入为长文本、OCR 文本或结构化字段时,优先使用 scripts/generate_bmi_review.py 生成初稿,再由你结合原文做人工化润色。不要把脚本输出直接当作最终分析原样返回。
建议用法:
python scripts/generate_bmi_review.py --input sample.txt
python scripts/generate_bmi_review.py --input sample.json --format json脚本输出后应再次检查:
若材料不足以支持有效分析,直接使用以下表达之一:
若用户要求直接给出最终承保结论,明确提示:
当前技能仅用于 BMI 异常识别、风险映射和补查准备,不替代正式核保决定。若需要进一步判断,应转由正式核保规则或人工核保流程处理。
最终输出应让核保人员快速看清:
© aifinlab, 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
SKILL.md and 7 other files (scripts, references, assets) in skills/bmi-abnormality-identification-assistant of aifinlab/FinClaw.
Open the folder on GitHubat commit 9e62862
Bmi Abnormality Identification 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Bmi Abnormality Identification Assistant this skillaifinlab/FinClaw | 254 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Generic Assistantmastra-ai/mastra | 29k | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| N8n Docs Assistantn8n-io/n8n | 207k | — | ~550 | Automated safety check: Pass | Custom licence | |
| Identification Theorybrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~3.9k | Automated safety check: Pass | Custom licence | |
| Identification Proofsbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Aer Identificationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | 1 repos | ~3k | Automated safety check: Pass | Custom licence |
mastra-ai/mastra
Fallback authoring playbook for building general-purpose personal assistant agents that do not fit a more specific archetype.
n8n-io/n8n
Answers n8n product, setup, credential, node, hosting, API, and usage questions from current n8n docs.
brycewang-stanford/Auto-Empirical-Research-Skills
DAG and potential outcomes frameworks for causal mediation identification
brycewang-stanford/Auto-Empirical-Research-Skills
This skill covers formal identification arguments and proofs in structural and reduced-form econometrics.
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered…
Atmosphere/atmosphere
Knowledge base assistant that retrieves and cites documents from a curated index.
aifinlab/FinClaw
A skill your agent uses when the user asks for help with corporate credit due diligence, enterprise credit investigation, pre-loan review, borrower analysis, document collection, management…
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate-risk monitoring assistant for enterprise litigation/penalty/enforcement scanning (处罚/诉讼/被执行/失信等).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
aifinlab/FinClaw
A skill your agent uses when you need a bank post-loan visit follow-up assistant to turn visit notes/materials into a structured memo (摘要/关键更新/风险观察/用途核验/行动项).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit issue-list assistant (问题清单/补件清单/催办台账).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit approval-opinion drafting assistant (审批意见/条款建议/有条件同意).
当用户需要对投保资料中的身高、体重及相关体征信息进行专业、结构化的识别与审查,计算或核验 BMI,识别肥胖、超重、消瘦、体重异常波动及其相关健康风险,并生成适合保险核保、补问流转和资料审查的结构化分析结果时使用本 skill。. Bmi Abnormality Identification Assistant is an agent skill from aifinlab/FinClaw.
Run `npx skills add aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a claude-code`. Or copy the skill folder (skills/bmi-abnormality-identification-assistant in aifinlab/FinClaw) into .claude/skills/bmi-abnormality-identification-assistant in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aifinlab/FinClaw --skill bmi-abnormality-identification-assistant -a codex`. Or copy the skill folder (skills/bmi-abnormality-identification-assistant in aifinlab/FinClaw) into .agents/skills/bmi-abnormality-identification-assistant in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aifinlab/FinClaw --skill bmi-abnormality-identification-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/bmi-abnormality-identification-assistant, .gemini/skills/bmi-abnormality-identification-assistant, .github/skills/bmi-abnormality-identification-assistant and .opencode/skills/bmi-abnormality-identification-assistant in your project.
Going by SKILL.md and its folder, Bmi Abnormality Identification Assistant needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
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.
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Bmi Abnormality Identification 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.
About 1.2k tokens (SKILL.md is roughly 4.7k 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 967 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Bmi Abnormality Identification Assistant: Generic Assistant (mastra-ai/mastra, 29k stars), N8n Docs Assistant (n8n-io/n8n, 207k stars), Identification Theory (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Identification Proofs (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aifinlab (a GitHub user) maintains it in aifinlab/FinClaw, which has 254 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on May 13, 2026.
Source: aifinlab/FinClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.