Agent skill

Policy Keyword Tracker

by zhaohui-yang in zhaohui-yang/official-document-drafting

Collects policies and developments on one topic from Chinese central ministries and compiles them into a verified situation report, with optional Word export.

Custom licenceAuto-check passedDocuments & Office

SKILL.md written in Chinese; this summary is our English description.

Install Policy Keyword Tracker

skills CLI
$ npx skills add zhaohui-yang/official-document-drafting --skill policy-keyword-tracker -a claude-code

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

GitHub CLI
$ gh skill install zhaohui-yang/official-document-drafting policy-keyword-tracker --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/zhaohui-yang/official-document-drafting.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/policy-keyword-tracker .claude/skills/policy-keyword-tracker && 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
policy-keyword-tracker
GitHub stars
140
Token cost
~555 tokens
SKILL.md length
67 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
Custom licence

At a glance

Collects policies and developments on one topic from Chinese central ministries and compiles them into a verified situation report, with optional Word export.

  • Works in 5 steps: 定主题与口径:确认关键词(如「创新药」)、时间范围(如近 1–3… → 检索:围绕关键词逐个对口部委检索相关政策与动态,逐条记录「发布机关 + 政策标题… → 核实:每条都要有可追溯来源… → …
  • Tracking how central ministries talk about a theme such as the low-altitude economy
  • SKILL.md covers 文件索引, 共享约束(硬性) and 默认流程
  • Calls python3

What it does

Given a keyword or theme, such as innovative drugs or the low-altitude economy, the skill searches the websites of central government ministries for related policies, measures, plans and developments and compiles them into a fixed-format situation report (情况专报). It complements a daily-digest skill by following one topic across ministries instead of summarizing everything that happened each day.

The workflow starts by fixing the topic, time range and angle. It then searches ministry by ministry with read-only WebSearch and WebFetch calls, recording issuing body, title, key points, date and source URL in materials.md. Every item must have a traceable URL, doubtful ones are marked as pending, and agencies, figures, document numbers and dates are never invented. The report has sections for overview, latest progress, risk assessment and recommendations, files are versioned per keyword so reruns do not overwrite, and a python3 script exports Word. It relies on shared rule files elsewhere in its repository, and its text is in Chinese.

When your agent uses it

  • Tracking how central ministries talk about a theme such as the low-altitude economy
  • Preparing a topic-focused policy briefing from official sources
  • Producing a Word version of a policy situation report

Example prompts

  • “Track national ministry policies on innovative drugs and write a situation report.”
  • “Compile a policy summary on the data elements theme covering the last two years.”
  • “Export the finished situation report to Word.”

Requirements

  • Web search and page fetch tools (WebSearch and WebFetch)
  • Python 3 for the optional Word export
  • The repository's shared web-collection rules and situation-report spec

Workflow steps

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

  1. 定主题与口径:确认关键词(如「创新药」)、时间范围(如近 1–3 年)、关注角度(审评审批、医保支付、产业支持等)。
  2. 检索:围绕关键词逐个对口部委检索相关政策与动态,逐条记录「发布机关 + 政策标题 + 核心要点 + 发布日期 + 来源 URL」,落成 materials.md。
  3. 核实:每条都要有可追溯来源 URL;检索不到或无法确认的,宁可不写,绝不编造机关、数字、文号、日期(见 doc-type-guardrails.md);存疑项标「待核实」。
  4. 成稿(情况专报):按 prompts/doc-types/special-report-情况专报/spec.md 谋篇——标题(《关于「关键词」相关政策动态的情况专报》)、报送对象、一、事项概况(主题与政策总体格局)、二、最新进展(按部委/时间梳理最新政策,括注来源)、三、风险…
  5. 导出(可选)

What it can do on your machine

Read from SKILL.md and the folder at commit 6b4166a. 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

    Shell commands in SKILL.md call:

    • python3

    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

Policy Keyword Tracker loads about 555 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 67 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~41
When it runs · the whole SKILL.md, loaded when a task matches
~555

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 67 words (~555 tokens).

name
policy-keyword-tracker

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/policy-keyword-tracker of zhaohui-yang/official-document-drafting.

Open the folder on GitHubat commit 6b4166a

Compare with similar skills

Policy Keyword Tracker 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.

Policy Keyword Tracker compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Policy Keyword Tracker this skillzhaohui-yang/official-document-drafting140—~555Automated safety check: PassCustom licence
Word Document Reader and WriterHKUDS/DeepTutor41k—~2.5kAutomated safety check: PassApache-2.0
BiSheng DOCX Builderdataelement/bisheng12k—~2.7kAutomated safety check: PassApache-2.0
Word Document Builderspinabot/brigade11k—~2.1kAutomated safety check: PassMIT
Suikonwiizo/suiko114—~1.8kAutomated safety check: PassMIT
Markdown to Word Convertercat-xierluo/SuitAgent205—~559Automated safety check: PassMIT

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    从 prompts/ 单一主源生成并校验本项目的 skill 产物。Use when working on 构建/重新生成 SKILL.md、agent 接口、dist 副本、assets/templates/ 模板或离线提示词,校验产物是否与 prompts/ 主源同步(--check / 防漂移),或维护 prompts/ → 产物 的单一信息源构建范式。

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Works with

Questions about Policy Keyword Tracker

What does Policy Keyword Tracker do?

Collects policies and developments on one topic from Chinese central ministries and compiles them into a verified situation report, with optional Word export. Given a keyword or theme, such as innovative drugs or the low-altitude economy, the skill searches the websites of central government ministries for related policies, measures, plans and developments and compiles them into a fixed-format situation report (情况专报). It complements a daily-digest skill by following one topic across ministries instead of summarizing everything that happened each day.

When should I use Policy Keyword Tracker?

Policy Keyword Tracker fits situations like: tracking how central ministries talk about a theme such as the low-altitude economy; preparing a topic-focused policy briefing from official sources; producing a Word version of a policy situation report.

How do I install Policy Keyword Tracker in Claude Code?

Run `npx skills add zhaohui-yang/official-document-drafting --skill policy-keyword-tracker -a claude-code`. Or copy the skill folder (skills/policy-keyword-tracker in zhaohui-yang/official-document-drafting) into .claude/skills/policy-keyword-tracker in your project. Claude Code loads it when a task matches its description.

How do I install Policy Keyword Tracker in Codex?

Run `npx skills add zhaohui-yang/official-document-drafting --skill policy-keyword-tracker -a codex`. Or copy the skill folder (skills/policy-keyword-tracker in zhaohui-yang/official-document-drafting) into .agents/skills/policy-keyword-tracker in your project. Codex loads it when a task matches its description.

Can I use Policy Keyword Tracker 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 zhaohui-yang/official-document-drafting --skill policy-keyword-tracker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/policy-keyword-tracker, .gemini/skills/policy-keyword-tracker, .github/skills/policy-keyword-tracker and .opencode/skills/policy-keyword-tracker in your project.

What does Policy Keyword Tracker need to run?

Going by SKILL.md and its folder, Policy Keyword Tracker needs the command-line tools its instructions call (python3). Our summary lists: Web search and page fetch tools (WebSearch and WebFetch); Python 3 for the optional Word export; The repository's shared web-collection rules and situation-report spec.

Does Policy Keyword Tracker 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 Policy Keyword Tracker 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 Policy Keyword Tracker use?

Policy Keyword Tracker has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Policy Keyword Tracker use?

About 555 tokens (SKILL.md is roughly 2.2k 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 Policy Keyword Tracker?

Skills that share tags, products or a category with Policy Keyword Tracker: Word Document Reader and Writer (HKUDS/DeepTutor, 41k stars), BiSheng DOCX Builder (dataelement/bisheng, 12k stars), Word Document Builder (spinabot/brigade, 11k stars) and Suiko (nwiizo/suiko, 114 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Policy Keyword Tracker?

zhaohui-yang (a GitHub user) maintains it in zhaohui-yang/official-document-drafting, which has 140 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on August 19, 2026.

Source: zhaohui-yang/official-document-drafting on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.