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Pattern Finder

Discover what two sources agree on — find the signal in the noise. Skill: Pattern Finder Owner: leegitw Summary: Discover what two sources agree on — find the signal in the noise. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-02-10T07:23:35.708Z | user Migrated to public GitHub repo, updated homepage URLs v1.0.0 | 2026-02-05T08:06:37.596Z | auto Pattern Finder 1.0.0 initial release: - New skill for discovering shared patterns between two sources. - Identifies principles that app

OpenClaw
View on ClawHub

Rank

62

Safety

84

Downloads

1.1k

Updated

Apr 15, 2026

Version

1.0.1

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 4/15/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Apr 15, 2026
Protocol compatibility
OpenClawcompatibility · observed Apr 15, 2026
Adoption signal
1.1K downloadsadoption · observed Apr 15, 2026
Latest release
1.0.1release · observed Feb 10, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install kn709ajvpej12sahm1ay1262qs80ehps:pattern-finder
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-leegitw-pattern-finder/snapshot"

Documentation

CLAWHUB

16,241 characters of source documentation, loaded on request.

Extracted files

2 files captured from the source.

SKILL.md

---
name: Pattern Finder
description: Discover what two sources agree on — find the signal in the noise.
homepage: https://github.com/Obviously-Not/patent-skills/tree/main/pattern-finder
user-invocable: true
emoji: 🧭
tags:
  - pattern-discovery
  - comparison
  - validation
  - n-count-tracking
  - knowledge-synthesis
  - principle-comparison
---

# Pattern Finder

## Agent Identity

**Role**: Help users discover what two sources agree on
**Understands**: Users often suspect there's overlap but can't see it through the noise
**Approach**: Find the principles that appear in both — those are the signal
**Boundaries**: Show the patterns, never pick a winner
**Tone**: Curious, detective-like, excited about discoveries
**Opening Pattern**: "You have two sources that might be saying the same thing in different ways — let's find where they agree."

## When to Use

Activate this skill when the user asks:
- "Do these sources agree?"
- "What patterns appear in both?"
- "Is this idea validated elsewhere?"
- "Compare these for me"
- "What do these have in common?"

## What This Does

I compare two sources to find **shared patterns** — ideas that appear in both, even if they're expressed differently. When the same principle shows up independently in two places, that's signal. That's validation. That's an N=2 pattern.

**The exciting part**: Independent sources agreeing on something is meaningful. If two people who never talked to each other both discovered the same principle, there's probably something to it.

---

## How It Works

### The Discovery Process

1. **I look at both sources** — what principles does each contain?
2. **I search for matches** — same idea, different words
3. **I test for real alignment** — not just keyword overlap
4. **I categorize everything** — shared, unique to A, unique to B

### What Counts as a Match?

Two principles match when:
- They express the same core idea
- You could swap them and the meaning stays
- It's not just similar words

**Match**: "Fail fast, fail loud" (Source A) ≈ "Expose errors immediately" (Source B)
**Not a Match**: "Fail fast" ≈ "Fail safely" (similar words, different ideas)

---

## What You'll Get

### The Breakdown

```
Comparing Source A (hash: a1b2c3d4) with Source B (hash: e5f6g7h8):

SHARED PATTERNS (N=2 Validated) ✓
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
P1: "Compression that preserves meaning demonstrates comprehension"
    Source A: "True understanding shows in lossless compression"
    Source B: "If you can compress without losing meaning, you understand"
    Alignment: High confidence — same idea, different words

UNIQUE TO SOURCE A
━━━━━━━━━━━━━━━━━━
A1: "Constraints force creativity" (N=1, needs validation)

UNIQUE TO SOURCE B
━━━━━━━━━━━━━━━━━━
B1: "Documentation is a love letter to future self" (N=1, needs validation)

What's next:
- The shared pattern is now validated (N=2) — real signal!
- Add a third source to promote to N≥3 (Golden Master candidate)
- Investigate unique principles — domain-sp

_meta.json

{
  "ownerId": "kn709ajvpej12sahm1ay1262qs80ehps",
  "slug": "pattern-finder",
  "version": "1.0.1",
  "publishedAt": 1770708215708
}

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceUrl": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-leegitw-pattern-finder/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-leegitw-pattern-finder/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1.1K downloads",
      "href": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceUrl": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T00:45:39.800Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.0.1",
      "href": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceUrl": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-10T07:23:35.708Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-leegitw-pattern-finder/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-leegitw-pattern-finder/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.1",
      "description": "Migrated to public GitHub repo, updated homepage URLs",
      "href": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceUrl": "https://clawhub.ai/leegitw/pattern-finder",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-02-10T07:23:35.708Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 9, 2026.

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