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Clarity Research

Search protein folding research data from Clarity Protocol. Use when the user asks to search variants, query protein research, find fold results, or explore...

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Search protein folding research data from Clarity Protocol. Use when the user asks to search variants, query protein research, find fold results, or explore...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, scripts/api_client.py, scripts/query_variants.py

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 7 sections Open source page

Clarity Research Skill

Search protein folding research data from Clarity Protocol, a community-driven platform for protein mutation analysis using AlphaFold2 via ColabFold.

Quick Start

List all available variants: python scripts/query_variants.py Filter by disease: python scripts/query_variants.py --disease Alzheimer Filter by protein name: python scripts/query_variants.py --protein-name MAPT

Output Fields

Each variant result includes: id: Unique fold identifier protein_name: Protein name (e.g., "tau", "APP") variant: Mutation notation (e.g., "P301L", "A246E") disease: Associated disease uniprot_id: UniProt database identifier average_confidence: AlphaFold confidence score (0-100) created_at: When the fold was created

Rate Limits

Anonymous (no API key): 10 requests/minute With API key: 100 requests/minute To use an API key, set the CLARITY_API_KEY environment variable: export CLARITY_API_KEY=your_key_here python scripts/query_variants.py Get your API key at https://clarityprotocol.io

Error Handling

404 Not Found: The endpoint or resource does not exist. 429 Rate Limit: You've exceeded the rate limit. The script will display how long to wait before retrying. 500 Server Error: The API server encountered an error. Try again later. Timeout: The request took longer than 30 seconds. The server may be under heavy load.

Pagination

Results are paginated. The API returns a next_cursor field if more results are available. The script automatically handles pagination for typical queries.

Use Cases

Explore available protein variants for a specific disease Find all folded mutations for a particular protein Get an overview of research data available in Clarity Protocol Identify fold IDs for detailed analysis with other skills

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Scripts1 Docs
  • SKILL.md Primary doc
  • scripts/api_client.py Scripts
  • scripts/query_variants.py Scripts