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research-grounded

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Verify architecture bets with real sources.

Education & Research#architecture#web search#provenance#documentation audit#design decisions#ROADMAP#IMPL
Authorajbarea
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It helps you prevent costly architecture mistakes by catching design decisions in plans that are stated as fact without the required provenance, then grounding them with current best practice.

Core Features & Use Cases

  • Provenance gap auditing: Scans IMPL.md / ROADMAP.md for committed library, framework, pattern, and architecture decisions missing # research(YYYY-MM): tags.
  • Best-practice grounding loop: Detects un-grounded decisions, then web-searches and proposes adding a correct research provenance entry without inventing citations.
  • Decision-focused reporting: Outputs one actionable gap per genuine decision, grouped by file and ready for selective confirmation (ground vs skip).

Quick Start

Run techne:research-grounded to audit IMPL.md and ROADMAP.md in your current repo for ungrounded design decisions and get a web-grounded provenance update plan.

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: research-grounded
Download link: https://github.com/ajbarea/techne/archive/main.zip#research-grounded

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