Screened · automated checks passed

figure-description

from wanshuiyin/Auto-claude-code-research-in-sleep · ★ 13,472 on GitHub · found by our crawler 2026-07-07

What the author says it does

Process user-provided patent figures and generate formal drawing descriptions. Use when user says \"附图处理\", \"figure description\", \"附图说明\", \"drawings description\", or wants to describe patent figures with reference numerals.

Quoted from the skill's own SKILL.md trigger description — this is what tells Claude when to activate it. Not yet verified by us.

Automated screening

100/100 validator score

Scored by the same rules as our free SKILL.md validator: trigger description quality, body substance, structure. Automated — a human bench test is the next step in the pipeline.

Install (unverified — review first)

git clone https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
# skill lives at: skills/figure-description/SKILL.md

SkillProof status

This skill is in our test queue. We install every skill in a clean environment, run a trigger battery and score output against a baseline before it earns a catalog page — the full protocol is public. Until then, treat it like any unreviewed dependency: read the SKILL.md and any scripts before installing.

Already tested in Productivity & Workflow

  • Fetch URL As Markdown ★ 10.0/10 Local trafilatura-first URL-to-Markdown fetcher with a clean exit-code contract for when to fall back to Exa.
  • Refresh Context Map ★ 10.0/10 Rebuilds the AIDEV-anchor/AGENTS.md/ADR manifest that powers claude-leverage's PreToolUse context hook.
  • Video Vision ★ 10.0/10 Local ffmpeg+Whisper pipeline that lets Claude actually watch and transcribe video files
  • YT Digest ★ 10.0/10 Turns a YouTube URL into a timestamped, screenshotted markdown research note via real yt-dlp + ffmpeg.

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