What is a research pillar in this context?

A pillar is a specific thematic category of research—such as pricing, user personas, or technical constraints—used to organize evidence and insights within a project.

How does the skill handle conflicting information?

It evaluates contradictions based on source confidence, recency, and authority. It will either resolve the conflict based on these metrics or flag it as an unresolved contradiction for user decision-making.

How many pieces of evidence are required for synthesis?

This skill requires a minimum of 5 evidence objects per pillar to ensure sufficient data density for a robust and meaningful synthesis.

Is the output format customizable?

Yes, the skill generates reports based on a synthesis template located in the project's reference folder, which can be modified to suit specific project requirements.

Pillar Evidence Synthesis

Name: Pillar Evidence Synthesis
Author: synaptiai

bysynaptiai

0•

Productivity & Workflow

Transforms raw evidence collections into structured analytical insights and synthesis documents with automated pattern detection.

This skill provides a rigorous framework for moving from raw data to actionable intelligence within the Context Ledger system. It automates the analysis of multiple evidence objects, identifying recurring themes, resolving contradictions through confidence and authority weighting, and generating comprehensive synthesis reports. By ensuring every insight is directly linked to specific evidence IDs, it maintains a high standard of traceability and objectivity for complex research and development tasks.

Key Features

01Traceable insight extraction with mandatory linking to Evidence IDs

02Standardized synthesis document generation in Markdown format

03Sophisticated conflict resolution based on confidence, recency, and authority

040 GitHub stars

05Automated pattern and theme identification across diverse evidence clusters

06Interactive gap detection to highlight missing research areas

Use Cases

01Reconciling conflicting technical benchmarks during engineering feasibility studies

02Synthesizing market research data into clear product-market fit insights

03Aggregating competitive analysis from multiple sources into a single strategic report

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add synaptiai/synapti-marketplace synthesizing-pillars

For use in Claude.ai and ChatGPT

Download Skill