intake-audit

Audit existing baselines, results, and drafts to classify trusted assets and gaps.

3.3k|331|Updated Sep 26, 2025
One-click install
npx skills add https://github.com/ResearAI/DeepScientist --skill intake-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intake-audit
Source: https://github.com/ResearAI/DeepScientist/tree/main/src/skills/intake-audit
Command: npx skills add https://github.com/ResearAI/DeepScientist --skill intake-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Intake-audit helps teams normalize non-blank quest states by auditing existing baselines, results, and drafts to determine what can be trusted and what needs rework before choosing the next anchor.

Core Features & Use Cases

  • Assess current state: identify baselines, experiments, and analyses that exist.
  • Trust evaluation: classify assets as trusted, reusable with verification, or require review.
  • Handoff readiness: decide which skill should take over next and document durable decisions.

Quick Start

Review the current quest state and run a concise intake-audit to determine trusted assets and the next anchor.

Frequently Asked Questions about intake-audit

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

FAQPage Schema
How do I normalize an existing project state without restarting from zero?

To normalize an existing project state without restarting, audit current baselines, results, and drafts to classify assets as trusted, reusable, or requiring review. This intake audit identifies durable gaps and produces clear next-anchor recommendations for subsequent workflow steps.

When do I need to audit existing baselines and drafts before a handoff?

You need to audit existing baselines and drafts before a handoff when a project root contains meaningful state that should be normalized. Auditing reconciles trusted assets and identifies gaps, ensuring durable route decisions and handoff readiness for the next workflow phase.

What is the best way to evaluate trust in existing project artifacts?

The best way to evaluate trust in existing project artifacts is to audit them against current baselines and drafts. This process classifies each artifact as trusted, reusable with verification, or requiring review, ensuring only reliable assets inform downstream decisions.

Can I use an intake audit to identify gaps in my current research results?

Yes, you can use an intake audit to identify gaps in current research results. By verifying and aligning non-blank states against existing baselines and drafts, the audit highlights trusted assets and exposes gaps needing rework before the next anchor is chosen.

Does state normalization work for a project root with mixed draft and baseline states?

State normalization works effectively for a project root with mixed draft and baseline states. The intake audit assesses all existing experiments and analyses, aligning them to determine what can be trusted and what requires rework before choosing the next anchor.

Why does a project handoff fail without reconciling existing state upfront?

A project handoff fails without reconciling existing state upfront because unverified baselines and drafts lead to duplicated work or ignored assets. An intake audit prevents this by normalizing state, classifying trust levels, and documenting durable decisions for subsequent skills.