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flw-data-review

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Turn FLW data into actionable improvements.

Data & Analytics#reporting#data-analysis#transcripts#data-quality#ocs#flw
Authorjjackson
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Analyze FLW submission data to identify quality issues, trends, and improvement opportunities. Generate recommendations for the team. Runs recurring during active opp.

Core Features & Use Cases

  • Read opportunity context from Google Drive and reference PDD archetypes to determine evaluation scope.
  • Query FLW data via scout-data MCP to assess submission rates, completion patterns, and data quality issues.
  • Self-evaluate results with an LLM-based judge to ensure findings are grounded in data and actionability.
  • Generate concrete recommendations for the Auto-Connect team to relay to LLOs.
  • Write a formal data review to ACE/<opp-name>/data-reviews/YYYY-MM-DD-review.md.
  • Notify admin group with a concise summary of findings and recommendations.

Quick Start

Run the FLW data review to generate a structured data quality report from recent FLW submissions and related ACE/OCS data.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: flw-data-review
Download link: https://github.com/jjackson/ace/archive/main.zip#flw-data-review

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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