Crawler Summary

ai-pattern-killer answer-first brief

AI Pattern Killer AI Pattern Killer Kill AI-isms in your content. A living document that grows smarter with every piece you write. How It Works Three-phase process using sub-agents: Phase 1: Detect Scan content for AI patterns: - **Vocabulary**: "delve", "landscape", "leverage", "harness", "tapestry", "multifaceted", "holistic", "synergy", "paradigm", "robust", "streamline", "cutting-edge", "game-changer", "dive into", "unpack", "at t Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Freshness

Last checked 4/14/2026

Best For

ai-pattern-killer is best for content workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

ai-pattern-killer

AI Pattern Killer AI Pattern Killer Kill AI-isms in your content. A living document that grows smarter with every piece you write. How It Works Three-phase process using sub-agents: Phase 1: Detect Scan content for AI patterns: - **Vocabulary**: "delve", "landscape", "leverage", "harness", "tapestry", "multifaceted", "holistic", "synergy", "paradigm", "robust", "streamline", "cutting-edge", "game-changer", "dive into", "unpack", "at t

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 14, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 14, 2026

Vendor

Bpweber1

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.

Setup snapshot

git clone https://github.com/bpweber1/ai-pattern-killer.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Bpweber1

profilemedium
Observed Apr 14, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 14, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

5

Snippets

0

Languages

typescript

Parameters

Executable Examples

text

File: ~/.config/kobe/ai-patterns.md

markdown

# AI Pattern Kill List

## Vocabulary Kills
| AI Pattern | Replace With | Example |
|-----------|-------------|---------|
| "delve into" | "dig into" / "look at" / "break down" | - |
| "landscape" | "space" / "market" / "world" | - |
| "leverage" | "use" / "build on" | - |
| "It's worth noting" | [just say the thing] | - |

## Structure Kills
| Pattern | Fix |
|---------|-----|
| Question-then-answer opening | Start with a bold claim or story |
| 3-point listicle | Vary format: narrative, case study, single deep point |
| Every paragraph starts with transition | Mix: short declarative, mid-sentence start, fragment |

## Tone Kills
| Pattern | Fix |
|---------|-----|
| "Exciting" / "Amazing" | Be specific about WHY it matters |
| Corporate hedging | Take a stance. Be direct. |
| Exclamation overload | One per piece, max. Earn it. |

text

Review this LinkedIn post for AI patterns. Check against ~/.config/kobe/ai-patterns.md and flag anything that sounds like AI wrote it. Suggest human-sounding replacements.

text

Add this AI pattern to the kill list: [pattern]. Human replacement: [replacement].

text

Rewrite this content killing all AI patterns. Make it sound like Brad wrote it - direct, no fluff, real talk.

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

AI Pattern Killer AI Pattern Killer Kill AI-isms in your content. A living document that grows smarter with every piece you write. How It Works Three-phase process using sub-agents: Phase 1: Detect Scan content for AI patterns: - **Vocabulary**: "delve", "landscape", "leverage", "harness", "tapestry", "multifaceted", "holistic", "synergy", "paradigm", "robust", "streamline", "cutting-edge", "game-changer", "dive into", "unpack", "at t

Full README

AI Pattern Killer

Kill AI-isms in your content. A living document that grows smarter with every piece you write.

How It Works

Three-phase process using sub-agents:

Phase 1: Detect

Scan content for AI patterns:

  • Vocabulary: "delve", "landscape", "leverage", "harness", "tapestry", "multifaceted", "holistic", "synergy", "paradigm", "robust", "streamline", "cutting-edge", "game-changer", "dive into", "unpack", "at the end of the day", "it's worth noting", "in today's rapidly evolving"
  • Structure: Every paragraph starting with a transition word, formulaic "3 reasons why" lists, identical sentence lengths, opening with a question then immediately answering it
  • Tone: Overly enthusiastic ("exciting!", "amazing!", "incredible!"), corporate buzzword soup, hedging everything ("it's important to note that perhaps...")
  • Formatting: Excessive em-dashes (---), bullet point overload where prose would work, headers for every 2 sentences
  • Giveaways: "As an AI...", "I don't have personal experience but...", starting every response with "Great question!"

Phase 2: Log

Append detected patterns to the pattern file:

File: ~/.config/kobe/ai-patterns.md

Each entry includes:

  • The AI pattern found
  • The original text
  • A human-sounding replacement
  • Date detected

Phase 3: Rewrite

Apply all known patterns to rewrite content that sounds like a real person wrote it.

Pattern File Structure

# AI Pattern Kill List

## Vocabulary Kills
| AI Pattern | Replace With | Example |
|-----------|-------------|---------|
| "delve into" | "dig into" / "look at" / "break down" | - |
| "landscape" | "space" / "market" / "world" | - |
| "leverage" | "use" / "build on" | - |
| "It's worth noting" | [just say the thing] | - |

## Structure Kills
| Pattern | Fix |
|---------|-----|
| Question-then-answer opening | Start with a bold claim or story |
| 3-point listicle | Vary format: narrative, case study, single deep point |
| Every paragraph starts with transition | Mix: short declarative, mid-sentence start, fragment |

## Tone Kills
| Pattern | Fix |
|---------|-----|
| "Exciting" / "Amazing" | Be specific about WHY it matters |
| Corporate hedging | Take a stance. Be direct. |
| Exclamation overload | One per piece, max. Earn it. |

Usage

Scan content before publishing

Review this LinkedIn post for AI patterns. Check against ~/.config/kobe/ai-patterns.md and flag anything that sounds like AI wrote it. Suggest human-sounding replacements.

Add new patterns as you spot them

Add this AI pattern to the kill list: [pattern]. Human replacement: [replacement].

Rewrite content

Rewrite this content killing all AI patterns. Make it sound like Brad wrote it - direct, no fluff, real talk.

Brad's Voice Profile

  • Direct and structured
  • No em-dashes (CRITICAL - Brad hates these)
  • Factual over hype
  • Step-by-step when explaining
  • Conversational but professional
  • Takes stances, doesn't hedge
  • Uses real examples over abstract claims

Integration

Works with: copywriting, copy-editing, social-content, email-sequence skills Run this AFTER drafting, BEFORE publishing.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/snapshot"
curl -s "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/contract"
curl -s "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITHUB_REPOSactivepieces

Rank

70

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW
GITHUB_REPOScherry-studio

Rank

70

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 5d ago

MCPOPENCLAW
GITHUB_REPOSAionUi

Rank

70

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW
GITHUB_REPOSCopilotKit

Rank

70

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-16T23:32:29.731Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "content",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:content|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Bpweber1",
    "href": "https://github.com/bpweber1/ai-pattern-killer",
    "sourceUrl": "https://github.com/bpweber1/ai-pattern-killer",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:39.132Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-14T22:23:39.132Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/bpweber1-ai-pattern-killer/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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