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harness-sprint

Automate AI development sprint contract drafting, implementation, and evaluation.

Updated Apr 11, 2026
Search Tags:#automation#evaluation#orchestration#regression#sprint#contract
One-click install
npx skills add https://github.com/ats-kinoshita-iso/trine-eval --skill harness-sprint
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: harness-sprint
Source: https://github.com/ats-kinoshita-iso/trine-eval/tree/main/skills/harness-sprint
Command: npx skills add https://github.com/ats-kinoshita-iso/trine-eval --skill harness-sprint

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Automates managing and executing the full sprint contract-build-eval cycle within AI development workflows, reducing manual oversight.

Core Features & Use Cases

  • Sprint Management: Runs single sprints through contract negotiation, implementation, and evaluation.
  • Automated Contract Drafting: Proposes, reviews, and revises sprint contracts based on templates and feedback.
  • Evaluation Orchestration: Coordinates evaluation with deterministic or model-based verifications, handling retries and regressions.
  • Use Case: A developer can trigger this Skill to automate their sprint process, from initial contract to final assessment, ensuring consistency and thoroughness.

Quick Start

Use the harness-sprint skill to run an evaluation for sprint 3, managing contract negotiations and validations automatically.

Frequently Asked Questions about harness-sprint

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

FAQPage Schema
How do I automate sprint contract drafting and evaluation cycles?▼

Automate sprint contract drafting and evaluation cycles by triggering an autonomous workflow that proposes, reviews, and revises contracts before coordinating implementation and deterministic or model-based evaluations.

What is the best way to run regression checks during an AI development sprint?▼

Run regression checks during an AI development sprint by orchestrating automated evaluations that handle multiple trials, validate against sprint contracts, and record comprehensive results automatically.

Can I manage multiple sprint trials and record comprehensive evaluation results automatically?▼

Yes, you can manage multiple sprint trials and record comprehensive evaluation results automatically through an orchestration process that handles retries and regressions across various project configurations.

Does autonomous sprint management support both deterministic and model-based verification?▼

Autonomous sprint management supports both deterministic and model-based verification, coordinating evaluation processes to rigorously validate implementations against drafted sprint contracts.

Do I need scripting and reference resources to configure autonomous sprint workflows?▼

Yes, you need scripting and reference resources to configure autonomous sprint workflows, as these components define the detailed contract negotiation, implementation, and evaluation processes across different project types.

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