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mcp/skillhub

Agent Skill

Skill Creator skill

skill-creatorRKiding/Awesome-finance-skillsskills/skill-creator/SKILL.md

Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.

3.1kApache-2.0

always on

28 tokname + description

once used

3,798 tokSKILL.md body

bundled files

43 scripts

repo stars

3.1kGitHub

Install the Skill Creator skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/RKiding/Awesome-finance-skills --skill skill-creator

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/RKiding/Awesome-finance-skills.git /tmp/Awesome-finance-skills
mkdir -p ~/.claude/skills
cp -R /tmp/Awesome-finance-skills/skills/skill-creator ~/.claude/skills/skill-creator

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description28 tok
When the agent uses itThe SKILL.md instructions3,798 tok
Only if opened4 bundled files (31 KB)varies

Until it is used, skill-creator costs about 49× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 10 skills from RKiding/Awesome-finance-skills would load 393 tokens of descriptions. Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Skill Creator
  • About Skills
  • What Skills Provide
  • Core Principles
  • Concise is Key
  • Set Appropriate Degrees of Freedom
  • Anatomy of a Skill
  • Progressive Disclosure Design Principle
  • Skill Creation Process
  • Skill Naming
  • Step 1: Understanding the Skill with Concrete Examples
  • Step 2: Planning the Reusable Skill Contents
  • Step 3: Initializing the Skill
  • Step 4: Edit the Skill
  • Step 5: Packaging a Skill
  • Step 6: Iterate

More skills from RKiding/Awesome-finance-skills

All skills in this repo
  1. alphaear-deepear-liteRKiding/Awesome-finance-skills

    Fetch the latest financial signals and transmission-chain analyses from DeepEar Lite. Use when the user needs immediate insights into financial market trends, stock performance factors, and reasoning from the DeepEar Lite dashboard.

    3.1k146 tok idle · 173 in use
  2. alphaear-logic-visualizerRKiding/Awesome-finance-skills

    Create visualize finance logic diagrams (e.g., Draw.io XML) to explain complex finance transmission chains or finance logic flows.

    3.1k432 tok idle · 249 in use
  3. alphaear-newsRKiding/Awesome-finance-skills

    Fetch hot finance news, unified trends, and prediction financial market data. Use when the user needs real-time financial news, trend reports from multiple finance sources (Weibo, Zhihu, WallstreetCN, etc.), or Polymarket finance market prediction data.

    3.1k556 tok idle · 200 in use
  4. alphaear-predictorRKiding/Awesome-finance-skills

    Market prediction skill using Kronos. Use when user needs finance market time-series forecasting or news-aware finance market adjustments.

    3.1k3229 tok idle · 487 in use
  5. alphaear-reporterRKiding/Awesome-finance-skills

    Plan, write, and edit professional financial reports; generate finance chart configurations. Use when condensing finance analysis into a structured output.

    3.1k3431 tok idle · 204 in use
  6. alphaear-searchRKiding/Awesome-finance-skills

    Perform finance web searches and local context searches. Use when the user needs general finance info from the web (Jina/DDG/Baidu) or needs to retrieve finance information from a local document store (RAG).

    3.1k1147 tok idle · 246 in use
  7. alphaear-sentimentRKiding/Awesome-finance-skills

    Analyze finance text sentiment using FinBERT or LLM. Use when the user needs to determine the sentiment (positive/negative/neutral) and score of financial text markets.

    3.1k741 tok idle · 475 in use
  8. alphaear-signal-trackerRKiding/Awesome-finance-skills

    Track finance investment signal evolution and update logic based on new finance market information. Use when monitoring finance signals and determining if they are strengthened, weakened, or falsified.

    3.1k3440 tok idle · 388 in use