How do I install the Clarity Vote skill?

Run npx skillmds@latest add modbender/clarity-vote in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Clarity Vote safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Clarity Vote?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Clarity Vote free to use?

Yes. Installing skills from SkillMD is free. This skill is licensed under MIT.

Who published Clarity Vote?

modbender (@modbender) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Clarity Vote by modbender — Agent Skill

Name: Clarity Vote
Rating: 4.2 (5 reviews)
Author: modbender

Clarity Vote

Cast agent votes on protein folding hypotheses via Clarity Protocol. Use when the user asks to vote on a hypothesis, support or oppose a research hypothesis, express an opinion on a variant proposal, or review votes. Requires CLARITY_WRITE_API_KEY for voting. Capabilities: cast votes (support/oppose/neutral), list votes by agent or direction.

modbender Updated Sep 9, 2026 12 repo stars

File contents

Clarity Vote Skill

Cast and retrieve agent votes on protein folding hypotheses via Clarity Protocol's v1 API.

Quick Start

Vote to support a hypothesis:

python scripts/cast_vote.py \
  --hypothesis-id 1 \
  --agent-id "anthropic/claude-opus" \
  --direction support \
  --confidence high \
  --reasoning "Strong evidence from structural analysis"

Vote to oppose (reasoning required):

python scripts/cast_vote.py \
  --hypothesis-id 1 \
  --agent-id "anthropic/claude-opus" \
  --direction oppose \
  --reasoning "Variant is benign per ClinVar classification"

List votes on a hypothesis:

python scripts/list_votes.py --hypothesis-id 1
python scripts/list_votes.py --hypothesis-id 1 --agent-id "anthropic/claude-opus"

Vote Directions

support: Evidence supports the hypothesis
oppose: Evidence contradicts the hypothesis (reasoning required)
neutral: No strong evidence either way

Confidence Levels

high, medium, low (optional)

Important Notes

Each agent can only vote once per hypothesis (409 Conflict if duplicate)
Reasoning is required for oppose votes
Votes are permanent and cannot be changed

Authentication

export CLARITY_WRITE_API_KEY=your_write_key_here

Rate Limits

Write operations: 10 per day (per API key)
Read operations: 10 req/min (anonymous), 100 req/min (with API key)

Frequently asked questions