Agent skill

Knowledge Curation

by zhu1090093659 in zhu1090093659/dsh-trading

财经观点沉淀与知识库策展指南:基于 Content Insight 事实核查产物,规范化提取知识卡片字段、受控词表对齐、查重与关联建立,通过 knowledgeingest 工具入库。

Custom licenceAuto-check passedBusiness, Finance & HR

Install Knowledge Curation

skills CLI
$ npx skills add zhu1090093659/dsh-trading --skill knowledge-curation -a claude-code

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

GitHub CLI
$ gh skill install zhu1090093659/dsh-trading knowledge-curation --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/zhu1090093659/dsh-trading.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/knowledge-curation .claude/skills/knowledge-curation && 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
knowledge-curation
GitHub stars
236
Token cost
~900 tokens
SKILL.md length
185 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

财经观点沉淀与知识库策展指南:基于 Content Insight 事实核查产物,规范化提取知识卡片字段、受控词表对齐、查重与关联建立,通过 knowledgeingest 工具入库。

  • Works in 6 steps: 目标与范围 → 前置依赖(严格核查原则) → 标准策展 SOP → …
  • Business, Finance & HR work in your project
  • SKILL.md covers 1. 目标与范围, 2. 前置依赖(严格核查原则), 3. 标准策展 SOP and 4. 证伪下架与删除(Retraction SOP), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Knowledge Curation is an agent skill from zhu1090093659/dsh-trading. 财经观点沉淀与知识库策展指南:基于 Content Insight 事实核查产物,规范化提取知识卡片字段、受控词表对齐、查重与关联建立,通过 knowledgeingest 工具入库。

Its SKILL.md is about 900 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR. The repository describes itself as: Agent-native trading terminal built on DeepSeek Harness. Crypto, US, CN and HK in one three-column GUI, 19+ hot-swappable connectors, dry-run by default with human approval on…

When your agent uses it

  • Business, Finance & HR work in your project

Example prompts

  • “/knowledge-curation”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. 目标与范围
  2. 前置依赖(严格核查原则)
  3. 标准策展 SOP
  4. 证伪下架与删除(Retraction SOP)
  5. 输出契约
  6. 风控与立场红线

What it can do on your machine

Read from SKILL.md and the folder at commit a405269. 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

Knowledge Curation loads about 900 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 185 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~28
When it runs · the whole SKILL.md, loaded when a task matches
~900

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 185 words (~900 tokens).

name
knowledge-curation

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/knowledge-curation of zhu1090093659/dsh-trading.

Open the folder on GitHubat commit a405269

Compare with similar skills

Knowledge Curation 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.

Knowledge Curation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Knowledge Curation this skillzhu1090093659/dsh-trading236—~900Automated safety check: PassCustom licence
Technical Analysttradermonty/claude-trading-skills3k4 repos~4.6kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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Questions about Knowledge Curation

What does Knowledge Curation do?

财经观点沉淀与知识库策展指南:基于 Content Insight 事实核查产物,规范化提取知识卡片字段、受控词表对齐、查重与关联建立,通过 knowledgeingest 工具入库。. Knowledge Curation is an agent skill from zhu1090093659/dsh-trading.

When should I use Knowledge Curation?

Knowledge Curation fits situations like: business, Finance & HR work in your project.

How do I install Knowledge Curation in Claude Code?

Run `npx skills add zhu1090093659/dsh-trading --skill knowledge-curation -a claude-code`. Or copy the skill folder (.agents/skills/knowledge-curation in zhu1090093659/dsh-trading) into .claude/skills/knowledge-curation in your project. Claude Code loads it when a task matches its description.

How do I install Knowledge Curation in Codex?

Run `npx skills add zhu1090093659/dsh-trading --skill knowledge-curation -a codex`. Or copy the skill folder (.agents/skills/knowledge-curation in zhu1090093659/dsh-trading) into .agents/skills/knowledge-curation in your project. Codex loads it when a task matches its description.

Can I use Knowledge Curation 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 zhu1090093659/dsh-trading --skill knowledge-curation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/knowledge-curation, .gemini/skills/knowledge-curation, .github/skills/knowledge-curation and .opencode/skills/knowledge-curation in your project.

What does Knowledge Curation need to run?

SKILL.md names no scripts, command-line tools or credentials: Knowledge Curation is instructions for the agent only.

Does Knowledge Curation 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 Knowledge Curation 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 Knowledge Curation use?

Knowledge Curation 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 Knowledge Curation use?

About 900 tokens (SKILL.md is roughly 3.6k 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 Knowledge Curation?

Skills that share tags, products or a category with Knowledge Curation: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Knowledge Curation?

zhu1090093659 (a GitHub user) maintains it in zhu1090093659/dsh-trading, which has 236 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 10, 2026.

Source: zhu1090093659/dsh-trading on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.