AI Skills Marketplace / ABM & Enrichment

Multi-Source Intent Signal Fusion & Conflict Resolver

The Multi-Source Intent Signal Fusion & Conflict Resolver is a free Claude Skill that fuses intent signals from 2+ sources into one composite per-topic score using recency decay and a noisy-OR combination, instead of naive summation which double-counts when multiple vendors flag the same real-world surge.

↗ View Source ⬇ Download Full Repo (.zip)
MIT
License
2 functions
Decision branches
noisy-OR fusion
Escalation rules
Yes
Multi-tool support
Aug 14, 2026
Last updated
14/14 passing
Tests
README.md View raw ↗

What this is (and isn’t)

A fusion function over signals you supply, not a hosted service or a vendor integration itself. It runs entirely in your own environment.

Files

FilePurpose
resolver.jsfuseIntentSignals() and decayedStrength() — zero dependencies
test.js14-test suite covering decay, noisy-OR bounding, topic separation, and sort order
SKILL.mdFull skill definition, loadable in Claude Code/Desktop

Why naive summation is wrong

Two sources each reporting 0.5 strength on the same topic should NOT sum to 1.0 (or higher, with a third source), that overstates confidence and is unbounded. Noisy-OR combines them to 0.75: meaningfully higher than either alone, but bounded and resistant to runaway inflation as more sources pile on.

FAQ

Is this skill free to use?

Yes. Free to download and run yourself. MV3 charges $175/hr only if you want it wired into your real intent data sources so fused scores update automatically.

Which intent data sources does this work with?

Any source you can pull signal strength and timestamps from, including Clay, ZoomInfo, and 6sense, all of which have real, shipped MCP servers as of this research.

Why not just add the signal strengths together?

Naive summation is unbounded and double-counts when multiple vendors flag the same real-world surge. This skill uses a noisy-OR combination instead, which is mathematically bounded in [0,1].

Does my intent data get sent to MV3?

No. The fusion runs entirely in your own environment.

How does recency decay work?

Each signal's strength decays exponentially with age, using a configurable half-life, so a 3-month-old signal contributes far less than one from this week.

JR
Jordan Reeves
ABM & Outbound Pipeline, MV3 Marketing