data-upkeep
CommunityKeeps Flatbrowser data accurate and up-to-date.
Data & Analytics#calibration#dataset#data-quality#upkeep#research-proposals#ghost-projects#batch-manifests
AuthorCapataina
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Flatbrowser's dataset requires regular validation and enrichment to prevent stale or incorrect entries from degrading decision quality. This Skill orchestrates end-to-end upkeep across operators and areas, applying qualification, enrichment, area research, and calibration workflows to maintain integrity and support reliable user decisions.
Core Features & Use Cases
- End-to-end upkeep: qualification + enrichment + area research + recalibration surfaces in one controlled workflow.
- Ghost-project detection, reattribution, and missing-project additions gated by explicit user confirmation.
- Batch manifests, comparables injection, cross-batch review, and phased gating to ensure true relative calibration.
Quick Start
Invoke the data-upkeep skill to refresh operator and area data, generate batch manifests, and prepare proposals for review.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: data-upkeep Download link: https://github.com/Capataina/Flat-Browser/archive/main.zip#data-upkeep Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.