Verified:GitHub

update

Update claims with new evidence and lifecycle states.

4|Updated Feb 16, 2026

Search Tags:#research #knowledge management #evidence #lifecycle #update #claims

One-click install

npx skills add https://github.com/swarm-ai-safety/swarm-artifacts --skill update-swarm-ai-safety

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: update
Source: https://github.com/swarm-ai-safety/swarm-artifacts/tree/main/.claude/skills/update
Command: npx skills add https://github.com/swarm-ai-safety/swarm-artifacts --skill update-swarm-ai-safety

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of maintaining the accuracy and relevance of established claims by incorporating new evidence, refining boundary conditions, and acknowledging weakening findings over time.

Core Features & Use Cases

Evidence Integration: Updates claims with new supporting or weakening evidence, including run IDs and effect sizes.
Boundary Condition Definition: Adds specific conditions under which a claim holds true or false.
Claim Lifecycle Management: Tracks claims through states like active, weakened, superseded, and retracted, ensuring a documented evolution.
Use Case: A claim about a specific market behavior might need to be updated when new sweep data reveals it's only applicable within certain network topologies or under specific economic conditions.

Quick Start

Update the claim identified by the arguments provided.

Frequently Asked Questions about update

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I update research claims with new evidence?▼

What is claim lifecycle management for research evidence?

What is claim lifecycle management for research evidence?▼

How do I add boundary conditions to an existing claim?

How do I add boundary conditions to an existing claim?▼

When should I retract or supersede a knowledge claim?

When should I retract or supersede a knowledge claim?▼

Can I track the effect size of new evidence on an existing claim?

Can I track the effect size of new evidence on an existing claim?▼

Yes, you can track the effect size of new evidence on an existing claim. The evidence integration process allows you to input new supporting or weakening evidence along with run IDs and effect sizes to manage the claim lifecycle accurately.