verification-before-swarm-completion

Validate swarm completion claims against evidence, quality gates, and outputs.

Updated Apr 16, 2026

Search Tags:#validation #verification #completion #swarm #evidence #quality-gates #agent-output

Ready to run

npx skills add https://github.com/seshxn/ai-swarm --skill verification-before-swarm-completion

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: verification-before-swarm-completion
Source: https://github.com/seshxn/ai-swarm/tree/main/skills/verification-before-swarm-completion
Command: npx skills add https://github.com/seshxn/ai-swarm --skill verification-before-swarm-completion

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prove the whole swarm's claim before reporting completion by ensuring all required evidence is present, quality gates pass, and outputs are reconciled across agents.

Core Features & Use Cases

Validates explicit completion claims against gathered evidence.
Verifies that all quality gates are satisfied and open findings are addressed.
Use Case: Before marking a swarm, a reviewer confirms every agent's output arrives and all gates are green, then issues a final completion signal.

Quick Start

Provide the swarm's completion claim and required evidence, and let this skill verify all agent outputs, quality gates, and findings before finalizing the report.

Frequently Asked Questions about verification-before-swarm-completion

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

FAQPage Schema

How do I verify multi-agent swarm completion before reporting?▼

Verify multi-agent swarm completion by validating explicit completion claims against gathered evidence, checking quality gates, and reconciling outputs across agents. You provide the completion claim and required evidence, and the skill produces a structured report of statuses, passed checks, and missing evidence.

What is swarm completion validation and when do I need it?▼

Swarm completion validation is the process of proving a swarm's completion claim by ensuring all required evidence is present and quality gates pass. You need it before marking a swarm complete to confirm every agent's output arrives and all gates are green.

How do I check if all agent outputs and quality gates are satisfied?▼

Check agent outputs and quality gates by submitting the swarm's completion claim and required evidence for validation. The skill verifies all outputs are reconciled, addresses open findings, and issues a final completion signal if all gates are green.

Does swarm completion verification work with all multi-agent configurations?▼

Yes, swarm completion verification applies to all swarm topologies and multi-agent configurations where claims are made. It validates completion claims regardless of the specific swarm structure by checking evidence, quality gates, and outputs.

What's included in a swarm completion validation report?▼

A swarm completion validation report includes the claim, status, passed checks, failed checks, missing evidence, and open findings. This structured output details exactly what passed verification and what still needs to be addressed before finalizing.

Why does my swarm report show missing evidence after agents finish?▼

Missing evidence appears when explicit completion claims lack supporting outputs, quality gates fail, or agent outputs are not reconciled. The validation process flags these gaps so reviewers can address open findings before issuing a final completion signal.