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mcp/skillhub

Agent Skill

Read skill

readtw93/Wazaskills/read/SKILL.md

Fetches URLs and PDFs, then summarizes or returns clean Markdown; can also search the web through DeepSeek when built-in search is thin. Use when asked to read, fetch, quote, cite, convert, or save a URL or PDF. Not for local text files already in the repo.

7.3kMIT

always on

61 tokname + description

once used

1,644 tokSKILL.md body

bundled files

65 scripts

repo stars

7.3kGitHub

Install the Read skill

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

npx skills add https://github.com/tw93/Waza --skill read

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/tw93/Waza.git /tmp/Waza
mkdir -p ~/.claude/skills
cp -R /tmp/Waza/skills/read ~/.claude/skills/read

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 description61 tok
When the agent uses itThe SKILL.md instructions1,644 tok
Only if opened6 bundled files (33 KB)varies

Until it is used, read costs about 22× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 16 skills from tw93/Waza would load 658 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.

  • Read: Read Any URL or PDF
  • Outcome Contract
  • Routing
  • Privacy and Fetch Tiers
  • Saving
  • Images
  • Content Extraction for Restyling
  • Hard Rules
  • Gotchas
  • Output

More skills from tw93/Waza

All skills in this repo
  1. checktw93/Waza

    Reviews diffs, PRs, release readiness, and publishing follow-through. Use when asked to review, triage issues or PRs, or ship. Not for debugging root causes or prose.

    7.3k341 tok idle · 5,322 in use
  2. healthtw93/Waza

    Audits agent config, instruction drift, hooks or MCP, and AI maintainability. Use when Claude, Codex, or Pi setup looks wrong. Not for application bugs or PR review.

    7.3k1440 tok idle · 4,337 in use
  3. hunttw93/Waza

    Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features.

    7.3k32 tok idle · 3,552 in use
  4. learntw93/Waza

    Runs a six-phase research workflow from source bundle to publish-ready output. Use when researching an unfamiliar domain or compiling materials into one reference. Not for quick lookups or single-file reads.

    7.3k39 tok idle · 1,747 in use
  5. thinktw93/Waza

    Turns rough ideas into approved, decision-complete plans before coding. Use when planning architecture, judging whether to build, or writing a handoff. Not for bug fixes or small edits.

    7.3k39 tok idle · 2,356 in use
  6. uitw93/Waza

    Produces distinctive production UI and screenshot-grounded visual polish. Use when building or restyling pages, components, or typography. Not for backend logic or data pipelines.

    7.3k36 tok idle · 2,959 in use
  7. writetw93/Waza

    Rewrites and polishes Chinese or English prose, technical instructions, and product copy. Use when drafting, editing, localizing, or cutting AI tone. Not for code comments or commit messages.

    7.3k241 tok idle · 3,073 in use