Atlas / Skills / leoyeai / Proof Engine

Proof EngineSAFE

skills/leoyeai/proof-engine

๐Ÿง  Curated collection of 1209+ best OpenClaw skills โ€” weekly updated by MyClaw.ai

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.1.0
Hosts
1 documented
License
MIT
Stars
2,160
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

The credibility engine that transforms every result [PRINCIPAL_NAME] achieves into deployable proof across all business domains โ€” trading, AI agents, funnels, content, clients, products, media, and partnerships.

What it does

  • Capture Engine โ€” Auto-collects proof from all business domains
  • Vault Engine โ€” Structured storage + multi-channel financial dashboard
  • Storytelling Engine โ€” Transforms raw data into 5 narrative arc types
  • Content Proof Engine โ€” Generates proof-based content for all platforms
  • Opportunity Engine โ€” Scans high-potential business opportunities for 2026
  • Deploy Engine โ€” Injects proof into funnels, brand, outreach, and VSL

Credentials required

  • TELEGRAM_BOT_TOKEN โ€” already in agent .env
  • TELEGRAM_CHAT_ID โ€” already in agent .env
No external API keys required โ€” all engines run on local files.

Quick start

python3 /workspace/proof/scripts/proof_manager.py init
python3 /workspace/proof/scripts/proof_manager.py status

Integrates with

crypto-executor ยท agent-shark-mindset ยท funnel-builder personal-brand-builder ยท content-creator-pro ยท acquisition-master voice-agent-pro-v3 ยท revenue-tracker

Files

SKILL.md                          โ† Skill instructions
README.md                         โ† This file
scripts/proof_manager.py          โ† CLI: all engines
templates/dashboard.json          โ† Financial dashboard template
templates/proof_item.json         โ† Proof item template
templates/opportunity_template.json โ† Opportunity scoring template
references/storytelling.md        โ† Story arc frameworks
.learnings/LEARNINGS.md           โ† Auto-populated
AUDIT.md                          โ† Auto-populated
Read from source at commit 4f3b4a2a472eOBSERVED ยท 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit โ€” this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: proof-engine
description: >
  Transforms every result [PRINCIPAL_NAME] achieves into deployable proof
  across all business domains. Captures P&L, agent performance, funnel
  revenue, testimonials, milestones, and media mentions. Converts raw data
  into compelling stories via the Storytelling Engine. Generates
  proof-based content ready for all platforms. Tracks a multi-channel
  financial dashboard. Scans high-potential business opportunities for
  2026. Deploys proof automatically into funnels, brand, outreach, and
  VSL scripts. The credibility engine that makes everything else convert.
version: 1.1.0
author: Wesley Armando (Georges Andronescu)
license: MIT
metadata:
  openclaw:
    emoji: "๐Ÿ’Ž"
    security_level: L2
    required_paths:
      read:
        - /workspace/proof/
        - /workspace/brand/
        - /workspace/CASHFLOW/
        - /workspace/voice/
        - /workspace/memory/
        - /workspace/revenue/
        - /workspace/content/
        - /workspace/.learnings/
      write:
        - /workspace/proof/vault/
        - /workspace/proof/dashboard.json
        - /workspace/proof/stories/
        - /workspace/proof/opportunities/
        - /workspace/proof/content/
        - /workspace/proof/AUDIT.md
    network_behavior:
      makes_requests: true
      request_targets:
        - https://api.telegram.org (Telegram Bot API โ€” requires TELEGRAM_BOT_TOKEN)
      uses_agent_telegram: true
    requires.env:
      - TELEGRAM_BOT_TOKEN
      - TELEGRAM_CHAT_ID
---

# Proof Engine โ€” Credibility at Scale

> "Nobody believes what you say. Everyone believes what you prove."

This skill turns every result [PRINCIPAL_NAME] achieves โ€” in any business,
on any platform โ€” into automated credibility that feeds every other skill.

```
ENGINE 1 โ€” CAPTURE
  Collects proof from all business domains automatically
  Sources: trading, agents, funnels, content, clients, media

ENGINE 2 โ€” VAULT
  Structured storage with impact scoring
  Multi-channel financial dashboard โ€” all revenue in one view

ENGINE 3 โ€” STORYTELLING
  Transforms raw data into compelling narratives
  Before โ†’ Trigger โ†’ Result โ†’ Mission arcs ready to deploy

ENGINE 4 โ€” CONTENT PROOF
  Generates proof-based content for all platforms
  Real numbers, real results โ€” zero hype

ENGINE 5 โ€” OPPORTUNITY
  Scans high-potential business opportunities for 2026
  Filter: digital, automatable, scalable, high-margin

ENGINE 6 โ€” DEPLOY
  Injects proof at the right moment into every other skill
  Funnels, brand, outreach, VSL, email sequences
```

---

## ENGINE 1 โ€” CAPTURE

### Proof Sources โ€” All Business Domains

```
DOMAIN 1 โ€” TRADING & CRYPTO
  Source:    /workspace/CASHFLOW/ (crypto-executor output)
  Captures:  Monthly P&L, win rate, max drawdown, best trade
  Format:    { domain, date, metric, value, context, impact_score }
  Schedule:  Daily auto-capture at 06h00

DOMAIN 2 โ€” AI AGENTS & AUTOMATION
  Source:    /workspace/ agent logs, AUDIT.md files
  Captures:  Tasks automated, time saved, errors resolved autonomously,
             skills deployed, uptime percentage
  Format:    { domain, date, task, outcome, hours_saved, impact_score }
  Schedule:  Weekly auto-capture Monday 08h00

DOMAIN 3 โ€” FUNNELS & DIGITAL SALES
  Source:    /workspace/CASHFLOW/ funnel revenue data
  Captures:  Revenue per funnel, conversion rates, leads generated,
             best-performing offer, email open rates
  Format:    { domain, date, funnel, revenue, conversions, impact_score }
  Schedule:  Weekly auto-capture Monday 08h00

DOMAIN 4 โ€” CONTENT & AUDIENCE
  Source:    /workspace/brand/AUDIT.md
  Captures:  Follower milestones, viral posts, engagement rates,
             platform growth (Twitter, LinkedIn, Instagram, YouTube, TikTok)
  Format:    { domain, platform, date, metric, value, impact_score }
  Schedule:  Weekly auto-capture

DOMAIN 5 โ€” CLIENTS & TESTIMONIALS
  Source:    Manual entry + /workspace/proof/vault/testimonials/
  Captures:  Written testimonials, video testimonials, client results,
             before/after transformations
  Format:    { domain, date, client, result, quote, impact_score }
  Schedule:  On-demand (manual trigger)

DOMAIN 6 โ€” PRODUCTS & DIGITAL ASSETS
  Source:    Manual entry + revenue data
  Captures:  Product sales, downloads, reviews, refund rate,
             revenue per product
  Format:    { domain, date, product, sales, revenue, reviews }
  Schedule:  Monthly auto-capture

DOMAIN 7 โ€” MEDIA & AUTHORITY
  Source:    Manual entry
  Captures:  Podcast appearances, press mentions, newsletter features,
             speaking invitations, partnership deals
  Format:    { domain, date, source, type, reach, link }
  Schedule:  On-demand (manual trigger)

DOMAIN 8 โ€” PARTNERSHIPS & COLLABS
  Source:    Manual entry
  Captures:  Deals signed, revenue generated, reach amplified,
             affiliate commissions
  Format:    { domain, date, partner, type, outcome, revenue }
  Schedule:  On-demand (manual trigger)
```

### Impact Scoring System

```
IMPACT SCORE (1-10) โ€” determines deployment priority

Score 9-10 : HERO PROOF โ€” deploy everywhere immediately
  Examples: First โ‚ฌ10K month, 100K followers, viral post 1M+ views

Score 7-8  : STRONG PROOF โ€” deploy in funnels + brand
  Examples: Consistent โ‚ฌ3K/month, testimonial with specific results

Score 5-6  : SUPPORTING PROOF โ€” deploy in content + outreach
  Examples: New tool working well, 10% conversion rate

Score 3-4  : CONTEXT PROOF โ€” use in nurture sequences
  Examples: Learning moment, process improvement, milestone progress

Score 1-2  : ARCHIVE โ€” store but don't deploy actively
  Examples: Small wins, early-stage data
```

### Auto-Capture CLI

```bash
# Capture from all domains
python3 /workspace/proof/scripts/proof_manager.py capture --all

# Capture specific domain
python3 /workspace/proof/scripts/proof_manager.py capture \
  --domain trading

# Manual entry
python3 /workspace/proof/scripts/proof_manager.py add \
  --domain clients \
  --metric testimonial
04

Trust audit

SAFEgrade B ยท trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (3 observation(s))
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

MEDIUMObfuscation / stealth ยท obf.base64_blob ยท CWE-506, CWE-94
skills/compdf-conversion-cli/scripts/license.xml:9
<key>k5Ey9KFlkqpj+SDkUw+5ED9lTA3En/qUi0zdrydUCH3kMWTE3Eh65NXnFCaxlY2omY2JHnlEoK7Li7oOEvM7eG5VPdcO/sFlMfoCRdnLYdepJ+uLzYwOWR8W4yQVve/clxVFTVRL4DFleKInGdpAxIbHZT2yi4ADAMENls1N1XSLojRuqXePXDeAT/4Mv4TTx0s

Gates applied: no_behavioural_pass.

Audited 2026-10-08 ยท audit v0.4.1 ยท source sha 4f3b4a2a472efull audit observations/trust-audit/skill/leoyeai__proof-engine.json ยท Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-084f3b4a2a472eSAFEB89first audit
06

Questions

What does the Proof Engine skill do?

๐Ÿง  Curated collection of 1209+ best OpenClaw skills โ€” weekly updated by MyClaw.ai

Is Proof Engine safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Proof Engine access on my machine?

The audit observed that it reaches the network. Each of those is consistent with what it says it does. Secrets in the source: none found.

Which assistants does Proof Engine work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f3b4a2a472e), read on 2026-10-08. The repository is watched, and a new audit runs when it changes โ€” this is the first audit.

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