ucsc-vlaa/visualclaw/multiple-choice-precision-matching
Claude Code and agent skill by ucsc-vlaa/visualclaw
- community
Checking that the SKILL.md file is still in the repository.
When selecting from multiple-choice options about video content, perform exact matching between the question focus and the option text rather than selecting based on partial keyword overlap.
Install
npx vskill@latest install ucsc-vlaa/visualclaw/multiple-choice-precision-matchingSKILL.md
Match Question Scope to Answer Precision
- Identify what the question is asking:
- Recurring actions? → Look for repeated patterns across the video
- Key turning points? → Look for crucial moments, not routine actions
- Overarching activity? → Look for the main shared activity, not individual actions
- Core process? → Look for the essential steps, not all variations
- Reject options that are too broad or include unrelated elements.
- Reject options that describe only part of the activity or add contradictory details.
- Cross-reference: Does this option directly answer the specific question asked?
Example: Question asks for "key turning points" → Option D ("walks, puts hands on knees, lifts hands") is routine movement, not a turning point. Option C ("tackles the ball") is a decisive moment.
Anti-pattern: Selecting an option because it mentions relevant words (e.g., "walking") without verifying it answers the actual question being asked (e.g., turning points vs. recurring actions).
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingvisualclaw/skills_seed/seed_universal_mc/multiple-choice-precision-matching/SKILL.md
Popularity
- Repository stars
- 57
- Repository forks
- 4
- 7-day trend score
- 25
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
Works with
Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.
- Claude Code
- Cursor
- GitHub Copilot
- Windsurf
- Codex
- Gemini CLI
- Cline
- Amp
- Roo Code
- Goose
- Continue
- Kilo Code
- Junie
- Trae
- OpenHands
- Qwen Code
- AI Agent
- Tabnine Chat
- Sourcegraph Cody
- Amazon Q
- Firebase Genkit
- Sweep
- Devin
- Phind
- Mentat
- Claude Desktop
- Aider
- GPT Pilot
- Plandex
- bolt.new
- v0
- Replit Agent
- Anse
- TypingMind
- BetterChatGPT
- LibreChat
- Warp AI
- Pieces
- Fig AI
Embed badge
[](https://verified-skill.com/skills/ucsc-vlaa/visualclaw/multiple-choice-precision-matching)