Read
ninehills/skills
Reads URLs and PDFs by fetching source content, defaulting to concise summaries for plain read requests and clean Markdown when asked to convert, save, quote, cite, or feed downstream work.
当用户上传 PDF、JPG、JPEG、PNG 附件，或消息中包含"报销""发票""票据""录入""火车票""机票"等关键词时触发。对附件内容进行识别，若确认为报销票据则提取结构化字段并写入飞书多维表格；若识别后内容不是报销票据，告知用户并终止流程。
Install Financial Expense Automation
$ npx skills add DjangoPeng/agentic-ai --skill financial-expense-automation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install DjangoPeng/agentic-ai financial-expense-automation --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/DjangoPeng/agentic-ai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/financial-automation/skills/financial-expense-automation .claude/skills/financial-expense-automation && 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 "financial-expense-automation" agent skill from https://github.com/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automation into .claude/skills/financial-expense-automation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "financial-expense-automation", 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/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automationType 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 DjangoPeng/agentic-ai --skill financial-expense-automation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install DjangoPeng/agentic-ai financial-expense-automation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DjangoPeng/agentic-ai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/financial-automation/skills/financial-expense-automation .agents/skills/financial-expense-automation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "financial-expense-automation" agent skill from https://github.com/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automation into .agents/skills/financial-expense-automation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "financial-expense-automation", 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 DjangoPeng/agentic-ai --skill financial-expense-automation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install DjangoPeng/agentic-ai financial-expense-automation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DjangoPeng/agentic-ai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/financial-automation/skills/financial-expense-automation .cursor/skills/financial-expense-automation && 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 "financial-expense-automation" agent skill from https://github.com/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automation into .cursor/skills/financial-expense-automation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "financial-expense-automation", 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/DjangoPeng/agentic-ai.git --path financial-automation/skills/financial-expense-automation--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 DjangoPeng/agentic-ai --skill financial-expense-automation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install DjangoPeng/agentic-ai financial-expense-automation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DjangoPeng/agentic-ai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/financial-automation/skills/financial-expense-automation .gemini/skills/financial-expense-automation && 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 "financial-expense-automation" agent skill from https://github.com/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automation into .gemini/skills/financial-expense-automation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "financial-expense-automation", 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 DjangoPeng/agentic-ai financial-expense-automationInstalls 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 DjangoPeng/agentic-ai --skill financial-expense-automation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/DjangoPeng/agentic-ai.git skills-src && mkdir -p .github/skills && cp -r skills-src/financial-automation/skills/financial-expense-automation .github/skills/financial-expense-automation && 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 "financial-expense-automation" agent skill from https://github.com/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automation into .github/skills/financial-expense-automation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "financial-expense-automation", 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 DjangoPeng/agentic-ai --skill financial-expense-automation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install DjangoPeng/agentic-ai financial-expense-automation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DjangoPeng/agentic-ai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/financial-automation/skills/financial-expense-automation .opencode/skills/financial-expense-automation && 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 "financial-expense-automation" agent skill from https://github.com/DjangoPeng/agentic-ai/tree/main/financial-automation/skills/financial-expense-automation into .opencode/skills/financial-expense-automation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "financial-expense-automation", 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
financial-expense-automation- GitHub stars
- 152
- Token cost
- ~816 tokens
- SKILL.md length
- 257 words
- Files
- 2
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- MIT
At a glance
当用户上传 PDF、JPG、JPEG、PNG 附件，或消息中包含"报销""发票""票据""录入""火车票""机票"等关键词时触发。对附件内容进行识别，若确认为报销票据则提取结构化字段并写入飞书多维表格；若识别后内容不是报销票据，告知用户并终止流程。
- Works in 3 steps: 环境变量 FINANCIAL_AUTOMATION_ROOT → ~/projects/agentic-ai/financial-automation → ~/.openclaw/workspace/financial-automation
- Tasks that involve PDF
- SKILL.md covers 目标, 项目依赖, 支持输入 and 非报销内容处理, plus 11 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Financial Expense Automation is an agent skill from DjangoPeng/agentic-ai. 当用户上传 PDF、JPG、JPEG、PNG 附件，或消息中包含"报销""发票""票据""录入""火车票""机票"等关键词时触发。对附件内容进行识别，若确认为报销票据则提取结构化字段并写入飞书多维表格；若识别后内容不是报销票据，告知用户并终止流程。
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Documents & Office, covering PDF. It works with Feishu (Lark). The repository describes itself as: 一套经过生产验证的 OpenClaw + Claude Code 实战知识库：涵盖生产部署、IM 接入、模型配置、安全加固，以及一系列可落地的 AI Agent 业务流项目（小红书发布 / 财务票据 / 智能早报 / CRM / 量化投研 / 密钥巡检自愈）。 The licence is MIT.
When your agent uses it
- Tasks that involve PDF
Example prompts
- “/financial-expense-automation”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 环境变量 FINANCIAL_AUTOMATION_ROOT
- ~/projects/agentic-ai/financial-automation
- ~/.openclaw/workspace/financial-automation
What it can do on your machine
Read from SKILL.md and the folder at commit c8bc8f1. 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 python).
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
Financial Expense Automation loads about 816 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 257 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
The full file from DjangoPeng/agentic-ai at commit c8bc8f1, republished under its MIT licence (© DjangoPeng). 257 words, ~816 tokens.
Download SKILL.mdSave it as
.claude/skills/financial-expense-automation/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- financial-expense-automation
- description
- 当用户上传 PDF、JPG、JPEG、PNG 附件，或消息中包含"报销""发票""票据""录入""火车票""机票"等关键词时触发。对附件内容进行识别，若确认为报销票据则提取结构化字段并写入飞书多维表格；若识别后内容不是报销票据，告知用户并终止流程。
Financial Expense Automation
目标
运行本地 Financial Automation 流水线，对用户上传的报销票据进行：
- 识别
- 结构化提取
- 校验
- 真实写入飞书多维表格
请始终记住：
bitable_write_plan只是中间产物- 识别成功不等于任务完成
- 只有真实调用 Feishu Bitable
create/update成功，并完成回读确认，才算完成
项目依赖
这个 skill 依赖完整项目仓库，不能只拷贝 SKILL.md 单独使用。
按以下顺序定位项目根目录：
- 环境变量
FINANCIAL_AUTOMATION_ROOT ~/projects/agentic-ai/financial-automation~/.openclaw/workspace/financial-automation
若这些路径都不存在，应明确告诉用户：当前环境尚未部署完整项目仓库，请先完成部署。
主要入口与配置：
<repo_root>/src/skill_entry.py<repo_root>/config/app_config.yaml
支持输入
附件输入格式：
[
{"file_name": "hotel_invoice.pdf", "content_bytes": b"..."},
{"file_name": "ticket.jpg", "source_path": "/path/to/ticket.jpg"},
]支持文件类型：
.pdf.jpg.jpeg.png
若过滤后没有可处理附件，应直接告知用户：没有收到可处理的报销附件。
非报销内容处理
识别完成后，若内容不是报销票据（如普通图片、截图、合同等），应：
- 告知用户：该附件不是可识别的报销票据
- 简述识别到的内容类型
- 终止流程，不继续写表
唯一入口
必须通过：
from src.skill_entry import run_skill_job
result = run_skill_job(attachments)如有需要可显式传配置：
result = run_skill_job(
attachments,
config_path=f"{repo_root}/config/app_config.yaml",
)不要手工拼接 ingest / OCR / validate / formatter 流程。
正式执行流程
- 定位 repo root
- 将用户上传文件整理成
run_skill_job(...)所需的附件 payload - 调用
run_skill_job(...) - 使用返回的
skill_result作为识别结果主对象 - 生成真实写表输入
- 若当前会话具备 Feishu Bitable 工具能力，继续执行真实写表
- 写入后回读确认，再向用户回复结果
写表强制规则
bitable_write_plan只是中间产物，不是最终结果- 只要当前会话可用飞书多维表格工具，就必须继续真实写表
- 禁止停留在“建议写入 / 准备写入 / 可写入”状态
- 只有真正调用
create/update成功，才算完成 - 如果没有真实写入成功，必须明确说明失败点
- 禁止把“已识别 / 已生成 plan / 已生成 handoff”描述成已经完成落表
目标表路由规则
transportation_fee→交通报销表- 其他费用类票据 →
费用报销表
写入策略
默认采用：
update_first_blank_row_then_create
具体规则：
- 先查询目标表
- 若存在可复用空白行（优先判断
doc_id为空），优先update - 若不存在可复用空白行，再
create - 不要盲目追加新记录
附件写入规则
附件字段必须遵守以下规则：
- 禁止直接使用通用 Drive upload token 作为 Bitable 附件
- 必须先上传到当前 bitable attachment context
- 再将返回的合法
file_token写入附件字段 - 图片走
bitable_image - PDF/其他文件走
bitable_file
降级规则
如果当前环境附件链路不可用：
- 不要伪造
file_token - 不要把通用 Drive token 冒充 bitable 附件
- 可以先真实写入非附件字段
- 并明确告诉用户：附件尚未成功挂载
注意：
- 如果附件失败但非附件字段已落表，必须把两件事分开说清楚
- 如果连真实
create/update都没发起，也必须明确说明尚未完成真实写表
PDF / 图片识别规则
- 图片走 OCR
- PDF 优先走原生文本抽取
- 如果 PDF 原生抽取结果不足或不可用，应继续走 OCR fallback
- 不能因为某个提取分支失败就直接把整单描述成“不可识别”
返回对象重点字段
最重要字段：
user_summarysummaryhighlightsdocumentsreview_queuejobbitable_write_plan
说明：
documents是标准化结构化结果review_queue表示需要人工复核的项目bitable_write_plan是真实写表的中间输入，不是完成态
完成标准
以下情况才算完成：
- 已成功识别票据
- 已成功判断目标表
- 已真实调用 Feishu Bitable
create/update - 已明确回读或确认写入结果
以下情况都不算完成：
- 只输出结构化字段
- 只输出
bitable_write_plan - 只说“待写入 / 准备写入 / 建议写入”
- 只生成 handoff/prompt 但没有真实 create/update
回复用户规则
回复用户时：
- 先用
user_summary.headline概括结果 - 若有
review_queue，明确列出复核项与原因 - 发票场景总结购方、销方、金额、项目名称等关键字段
- 火车票场景总结购买方、路线、日期、乘客、席位等关键字段
- 不要只汇报识别结果，必须汇报真实写表结果，或明确失败点
当前业务范围
当前优先支持：
- 普通电子发票
- 铁路电子客票
重点提取字段包括：
- 发票号码
- 开票日期
- 金额
- 币种
- 购方与销方信息
- 行项目 / 税率 / 税额
- 铁路票路线 / 车次 / 乘客 / 出行日期 / 席位
- 校验结论与复核原因
© DjangoPeng, MIT. 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 financial-automation/skills/financial-expense-automation of DjangoPeng/agentic-ai.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit c8bc8f1
Compare with similar skills
Financial Expense Automation 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 |
|---|---|---|---|---|---|---|
| Financial Expense Automation this skillDjangoPeng/agentic-ai | 152 | — | ~816 | Automated safety check: Pass | MIT | |
| Readninehills/skills | 280 | — | ~2.1k | Automated safety check: Warn | None | |
| Read URLs and PDFstw93/Waza | 7.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| MarkitdownImCa0/just-laws | 781 | 14 repos | ~3.2k | Automated safety check: Notes | MIT | |
| Gzh Designisjiamu/gzh-design-skill | 4k | — | ~2.2k | Automated safety check: Pass | AGPL-3.0 | |
| GenOffice Document CLIgenspark-ai/genoffice | 9.2k | — | ~19k | Automated safety check: Pass | Apache-2.0 |
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Related
Works with
Categories
Questions about Financial Expense Automation
What does Financial Expense Automation do?
当用户上传 PDF、JPG、JPEG、PNG 附件，或消息中包含"报销""发票""票据""录入""火车票""机票"等关键词时触发。对附件内容进行识别，若确认为报销票据则提取结构化字段并写入飞书多维表格；若识别后内容不是报销票据，告知用户并终止流程。. Financial Expense Automation is an agent skill from DjangoPeng/agentic-ai.
When should I use Financial Expense Automation?
Financial Expense Automation fits situations like: tasks that involve PDF.
How do I install Financial Expense Automation in Claude Code?
Run `npx skills add DjangoPeng/agentic-ai --skill financial-expense-automation -a claude-code`. Or copy the skill folder (financial-automation/skills/financial-expense-automation in DjangoPeng/agentic-ai) into .claude/skills/financial-expense-automation in your project. Claude Code loads it when a task matches its description.
How do I install Financial Expense Automation in Codex?
Run `npx skills add DjangoPeng/agentic-ai --skill financial-expense-automation -a codex`. Or copy the skill folder (financial-automation/skills/financial-expense-automation in DjangoPeng/agentic-ai) into .agents/skills/financial-expense-automation in your project. Codex loads it when a task matches its description.
Can I use Financial Expense Automation 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 DjangoPeng/agentic-ai --skill financial-expense-automation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/financial-expense-automation, .gemini/skills/financial-expense-automation, .github/skills/financial-expense-automation and .opencode/skills/financial-expense-automation in your project.
What does Financial Expense Automation need to run?
SKILL.md names no scripts, command-line tools or credentials: Financial Expense Automation is instructions for the agent only. Our summary lists: Python 3.
Does Financial Expense Automation 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 Financial Expense Automation 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 Financial Expense Automation use?
Financial Expense Automation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Financial Expense Automation use?
About 816 tokens (SKILL.md is roughly 3.3k 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 Financial Expense Automation?
Skills that share tags, products or a category with Financial Expense Automation: Read (ninehills/skills, 280 stars), Read URLs and PDFs (tw93/Waza, 7.2k stars), Markitdown (ImCa0/just-laws, 781 stars) and Gzh Design (isjiamu/gzh-design-skill, 4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Financial Expense Automation?
DjangoPeng (a GitHub user) maintains it in DjangoPeng/agentic-ai, which has 152 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on July 8, 2026.
Source: DjangoPeng/agentic-ai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.