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weekly-signal-diff

Track companies and categories, re-rank changes, and produce a weekly signal diff.

4|1|Updated Apr 11, 2026
Search Tags:#analysis#diff#tracking#priorities#signal#weekly
One-click install
npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill weekly-signal-diff-m2ai-portfolio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: weekly-signal-diff
Source: https://github.com/m2ai-portfolio/m2ai-skills-pack/tree/main/skills/weekly-signal-diff
Command: npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill weekly-signal-diff-m2ai-portfolio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Tracks companies and categories you care about, re-rank changes by your context, and produces a personalized weekly signal diff that highlights what matters to your projects and priorities.

Core Features & Use Cases

  • Load and align user context from vault or project manifests
  • Build and update a tracking list of signals
  • Phase-based signal gathering with WebSearch and relevance scoring
  • Diff against last week to surface new, escalated, and resolved signals
  • Output persistent, structured reports for downstream pipelines

Quick Start

Configure your tracking list and run the weekly scan to generate your personalized signal diff.

Frequently Asked Questions about weekly-signal-diff

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

FAQPage Schema
What is a weekly signal diff and how does it track market changes?▼

Use a weekly signal diff to monitor ongoing strategic market changes. It re-ranks newly gathered signals by your project context and highlights what matters to your priorities.

How do I generate a personalized weekly signal diff for my projects?▼

Configure your tracking list and run the weekly scan. The tool aligns your vault or project manifest context, gathers signals via WebSearch, and outputs a structured analysis report.

Does weekly signal tracking work with my project manifest and vault data?▼

Yes, weekly signal tracking requires inputs from vaults or project manifests to build your tracking list. It aligns your specific context to re-rank changes relevant to your priorities.

What's the best way to monitor strategic priorities and surface escalated signals weekly?▼

The best way is to use a personalized signal diff that compares current signals against last week's history. This surfaces newly escalated signals and omits resolved items for your executive briefs.

Can I feed the weekly signal diff output into downstream pipelines?▼

Yes, the weekly signal diff outputs persistent, structured reports suitable for downstream consumption. This allows your downstream pipelines to process the diffed signals automatically.

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