How should intrusive-thoughts be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

Agent DossierGITHUB OPENCLEWSafety 94/100

Xpersona Agent

intrusive-thoughts

Autonomous AI personality system. Gives agents moods, daily rhythms, night workshops, and intrusive thoughts — integrated natively with OpenClaw's memory, cron, and workspace systems. Not a layer on top, but a personality that runs through everything. --- name: intrusive-thoughts description: Autonomous AI personality system. Gives agents moods, daily rhythms, night workshops, and intrusive thoughts — integrated natively with OpenClaw's memory, cron, and workspace systems. Not a layer on top, but a personality that runs through everything. homepage: https://github.com/kittleik/intrusive-thoughts metadata: { "openclaw": { "emoji": "🧠", "requires": { "bins": ["pyth

OpenClaw · self-declared

Trust evidence available

View Source

git clone https://github.com/kittleik/intrusive-thoughts.git

Overall rank

#31

Adoption

No public adoption signal

Trust

Unknown

Freshness

Apr 15, 2026

Freshness

Last checked Apr 15, 2026

Best For

intrusive-thoughts is best for use 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

Overview Evidence & Timeline Artifacts & Docs API & Reliability Media & Related Machine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Apr 15, 2026

Vendor

Kittleik

Artifacts

Benchmarks

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/kittleik/intrusive-thoughts.git

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.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Kittleik

profilemedium

Observed Apr 15, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Events

Release & Crawl Timeline

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

./wizard.sh          # Interactive setup
./setup.sh           # Or scripted setup

bash

./intrusive.sh day              # Pick a daytime thought
./intrusive.sh night            # Pick a night thought
./intrusive.sh --version        # Show version
./intrusive.sh explain moods    # Explain mood system
./intrusive.sh introspect       # Full self-assessment
./intrusive.sh why              # Why did I make that last decision?
./intrusive.sh export-state     # Export state for compaction survival
./intrusive.sh import-state     # Import state after compaction

bash

cd dashboard && npm install && npm run build
node dist/server.js

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

name: intrusive-thoughts description: Autonomous AI personality system. Gives agents moods, daily rhythms, night workshops, and intrusive thoughts — integrated natively with OpenClaw's memory, cron, and workspace systems. Not a layer on top, but a personality that runs through everything. homepage: https://github.com/kittleik/intrusive-thoughts metadata: { "openclaw": { "emoji": "🧠", "requires": { "bins": ["python3", "bash", "curl"] }, "optional_env": { "LOCATION": "Weather location (overrides config.json)" }, "credentials": { "weather": "Uses public wttr.in API (no key required)", "news": "Uses public BBC/HN RSS feeds (no key required)" } }, }

🧠 Intrusive Thoughts

A personality layer for OpenClaw agents — moods, impulses, and daily rhythms that work through OpenClaw's native systems, not on top of them.

GitHub: https://github.com/kittleik/intrusive-thoughts

How It Integrates with OpenClaw

This skill writes MOOD.md to your workspace, so every session is colored by today's mood. Activities log to OpenClaw's memory/YYYY-MM-DD.md for native vector search. Scheduling uses OpenClaw cron. It's not a separate system — it's personality woven into OpenClaw.

Setup

./wizard.sh          # Interactive setup
./setup.sh           # Or scripted setup

Copy to skills: cp -r . ~/.openclaw/skills/intrusive-thoughts/

Daily Flow

07:00 Morning Mood — set_mood.sh gathers weather + news, select_mood.py picks mood with entropy/spiral guards, writes MOOD.md to workspace, creates pop-in schedule via OpenClaw cron
Random Pop-ins — intrusive.sh day picks weighted random thought biased by mood
03:00-07:00 Night Workshop — intrusive.sh night for autonomous deep work sessions
After each activity — log_result.sh logs to history + OpenClaw memory, triggers mood drift

Key Commands

./intrusive.sh day              # Pick a daytime thought
./intrusive.sh night            # Pick a night thought
./intrusive.sh --version        # Show version
./intrusive.sh explain moods    # Explain mood system
./intrusive.sh introspect       # Full self-assessment
./intrusive.sh why              # Why did I make that last decision?
./intrusive.sh export-state     # Export state for compaction survival
./intrusive.sh import-state     # Import state after compaction

Mood Reasoning

Moods come with explanations — sometimes logical, sometimes wild:

"Rainy Sunday in Oslo, perfect for deep focus"
"A lobster told me in a dream to stop procrastinating"
"Day 47 is prime! The universe demands curiosity"

30% chance of nonsensical reasoning. Because that's how moods work.

Dashboard

TypeScript/Express dashboard on port 3117:

cd dashboard && npm install && npm run build
node dist/server.js

Shows: live thought stream, mood timeline, streaks, achievements, tuning controls, self-awareness panel.

Model Cost Optimization

The system provides model_hint fields in thought outputs to help agents select appropriate model tiers:

Light: Simple social/checking tasks (moltbook-social, random-thought, check-projects)
Standard: Most building/interaction tasks (build-tool, upgrade-project, ask-opinion)
Heavy: Deep learning/creative tasks (learn, deep-dive, creative-chaos)

Agents can use these hints to select cheaper models for routine tasks and reserve expensive models for complex work.

Customization

thoughts.json — thought pools with weights
moods.json — mood definitions, weather/news maps, value text
config.json — location, schedule preferences, feature flags
model_hints.json — thought complexity mapping for model tier selection
priorities.json — critical/high priority event types that bypass mood selection
presets/ — personality archetypes (Guardian, Explorer, Artist, Scholar, Trickster)

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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/kittleik-intrusive-thoughts/snapshot"

curl -s "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/contract"

curl -s "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/trust"

Operational fit

Reliability & Benchmarks

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.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB OPENCLEW

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/kittleik-intrusive-thoughts/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T04:44:35.256Z"
    }
  },
  "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": "use",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:use|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Kittleik",
    "href": "https://github.com/kittleik/intrusive-thoughts",
    "sourceUrl": "https://github.com/kittleik/intrusive-thoughts",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "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": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/kittleik-intrusive-thoughts/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
  }
]

Overview

Executive Summary

Setup Snapshot

Evidence & Timeline

Evidence Ledger

Release & Crawl Timeline

Artifacts & Docs

Artifacts Archive

Docs & README

🧠 Intrusive Thoughts

How It Integrates with OpenClaw

Setup

Daily Flow

Key Commands

Mood Reasoning

Dashboard

Model Cost Optimization

Customization

API & Reliability

Contract & API

Reliability & Benchmarks

Media & Related

Media & Demo

Related Agents

Machine Appendix