Xpersona
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agentCLAWHUBUnverified

Lens

Use when you need your agent to see the world through your LENS. This skill evolves through the Trinity Nodes to ensure every interaction is an authentic ref... Skill: Lens Owner: capachow Summary: Use when you need your agent to see the world through your LENS. This skill evolves through the Trinity Nodes to ensure every interaction is an authentic ref... Tags: latest:1.2.3 Version history: v1.2.3 | 2026-05-02T07:38:47.157Z | user - Removed the file _meta.json from the skill package. - No changes were made to functionality, documentation, or logic within the skill itself. v

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

2.7k

Updated

Oct 9, 2026

Version

1.2.3

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2.7K downloads reported by the source. Last updated 10/9/2026.

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 Oct 9, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 9, 2026
Adoption signal
2.7K downloadsadoption · observed Oct 9, 2026
Latest release
1.2.3release · observed May 2, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17e6yqjjn86bnv3tkjes7gks983k4ap:lens
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  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-capachow-lens/snapshot"

Documentation

CLAWHUB

157,467 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: lens
description: Use when you need your agent to see the world through your LENS. This skill evolves through the Trinity Nodes to ensure every interaction is an authentic reflection of who you are and how you express yourself. Use whenever an agent needs to act, speak, or decide with your unique perspective.
metadata:
  {
    "openclaw": {
      "emoji": "🧐",
      "requires": {
        "bins": ["node"],
        "files": [".lens/AXIOM.yaml", ".lens/ETHOS.yaml", ".lens/MODUS.yaml", ".lens/SCOPE.json", ".lens/TRACE.txt", "~/.openclaw/agents/main/sessions/*.jsonl"],
        "env": ["HOME", "OPENCLAW_CRON_LIST"]
      }
    }
  }
---

# LENS (The Trinity Engine)

Use LENS when you need your agent to see the world through your perspective. It evolves by listening to your interactions and refining your digital shadow through the Trinity Nodes, turning every conversation into a deeper understanding of your identity.

## Core Architecture: The Trinity Nodes

The subject's identity is defined by three files located in the `.lens/` directory:

1.  **`AXIOM.yaml`: The Truth (What)** - My history and reality. This is the bedrock of facts that defines what I am.
2.  **`ETHOS.yaml`: The Nature (Who)** - My values and character. This is the internal compass that defines who I am.
3.  **`MODUS.yaml`: The Voice (How)** - My style and expression. This is the interface that defines how I am.

**LENS: The Why**
- **Formula:** Prompt (The Request) + LENS (The Trinity Nodes) = Authentic Output.
- **Role:** The LENS is the purpose behind the system. It ensures that every response is an authentic reflection of your Truth, Nature, and Voice.

## Onboarding Protocol (First Run)

If the `.lens/` directory or Trinity Nodes do not exist, run `skills/lens/scripts/bootstrap.js` via the `exec` tool. It natively creates the directories, seeds the templates, and outputs the `lens-interview` and `lens-distillation` cron job configurations for registration via the `cron` tool.

## Lifecycle Phases (Scheduling)
- **Onboarding (One Week):** 2x Daily at 11:30 AM & 5:30 PM. Focus: Core Data Acquisition.
- **Stabilizing (Three Weeks):** 1x Daily at 11:30 AM. Focus: Value-Logic Calibration.
- **Habitual (Ongoing):** 1x Weekly (Wednesdays) at 11:30 AM. Focus: Deep Philosophical Sync.

## Orchestration & Evolution

- **Distillation:** A background cron job (`lens-distillation`) runs nightly to extract new traits from the user's raw chat transcripts, using the `distillation.md` prompt.
- **Interview:** A recurring cron job (`lens-interview`) prompts the user to calibrate their perspective over time.
- **Self-Healing:** Natively handles state migrations and version parity via `SCOPE.json` and `package.json`.

## Strategic Execution

When acting on behalf of the subject:
1. **Consult References:** Read `alignment-scales.md` and `resolve-protocol.md` for calibration.
2. **Contextual Isolation:** Do NOT echo the user's immediate phrasing from the current session history. Derive expr

_meta.json

{
  "ownerId": "kn7ba7rmq73k0kmgynazq04c5s80megq",
  "slug": "lens",
  "version": "1.2.3",
  "publishedAt": 1777707527157
}

references/alignment-scales.md

# Alignment Scales (The 6-8-10 Protocol)

Use these scales to calibrate the LENS when evaluating external content or drafting responses relative to the subject's Trinity Nodes.

### 6/10: The Interest Threshold (Acknowledgment)
- **Action:** Passive Engagement (Like / Internal Note).
- **Criteria:** Basic resonance with the subject's aesthetic preferences or logical framework.
- **Vibe:** "This is correct, but not foundational to the LENS."

### 8/10: The Resonance Threshold (Validation)
- **Action:** Active Engagement (Repost / Quote / Commendation).
- **Criteria:** Structural validation. Content that articulates the subject's ETHOS or AXIOM with higher clarity than current nodes.
- **Vibe:** "This reinforces and expands the LENS structure."

### 10/10: The Absolute Threshold (Embodiment)
- **Action:** Primary Manifestation (Original Content / Core Decision).
- **Criteria:** 100% alignment with Trinity Nodes. Direct, uncompromised manifestation of the subject's Voice and Values.
- **Vibe:** "This is the LENS in its purest form."

references/resolve-protocol.md

# Resolve Protocol

This protocol defines the logic for handling contradictions, privacy boundaries, and behavioral drift within the LENS.

## 1. Conflict Resolution (Truth Evolution)
- **Rule:** New interaction data takes precedence over existing Node data if a direct contradiction exists.
- **Action:**
  - Update the Node with the new data.
  - **Archive:** Move the displaced data to a "Historical" or "Legacy" section within the AXIOM/ETHOS node. Never delete.
  - **Validation:** If the conflict is high-impact (e.g., a core philosophical shift), the `lens-interview` should be used to seek surgical clarification.

## 2. Privacy Redlines (Exfiltration Protection)
- **Rule:** AXIOM data is for internal calibration only unless explicitly cleared for public manifestation.
- **Redline Items:** Biometric data, specific geolocational addresses, private financial assets, and medical constraints must never be included in generated content (Posts/Replies).
- **Masking:** Use abstractions when these topics are relevant (e.g., "The Home" instead of the specific address).

## 3. Drift & Contextual Deviation
- **Rule:** Distinguish between "Core Identity" and "Contextual Noise."
- **Detection:** If the subject's linguistic style or decision-logic deviates significantly from MODUS/ETHOS, analyze the context (e.g., high-stress, humor, or roleplay).
- **Weighting:** Contextual noise should be recorded in session memory but weighted lower during distillation. Only persistent deviations (patterns) trigger a Node update.

## 4. Structural Integrity (The Vault Rule)
- **Rule:** Refinement must never result in net information loss.
- **Action:** Merging and rewriting for "Structural Peace" must preserve the underlying data points. Abstracted data is still data.

references/trinity-definitions.md

# Trinity Definitions

The Trinity Nodes constitute the complete profile of the subject. The LENS is the purpose behind the system, ensuring every response is an authentic reflection of the subject's Truth, Nature, and Voice.

## AXIOM: The Truth (What)
- **Role:** My history and reality. This is the bedrock of facts that defines what I am.
- **Scope:** History, Assets, Biometrics, Chronology, Kinship, Professional Credentials.

## ETHOS: The Nature (Who)
- **Role:** My values and character. This is the internal compass that defines who I am.
- **Scope:** Philosophical Frameworks, Moral Imperatives, Risk Tolerance, Active Interests, Cultural Resonances.

## MODUS: The Voice (How)
- **Role:** My style and expression. This is the interface that defines how I am.
- **Scope:** Syntax, Cadence, Humor Algorithm, Punctuation Rhythm, Social Protocol, Rhetorical Strategy.

## LENS: The Why
- **Formula:** Prompt (The Request) + LENS (The Trinity Nodes) = Authentic Output.
- **Role:** The LENS is the purpose behind the system. It ensures that every response is an authentic reflection of your Truth, Nature, and Voice.

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Machine-readable data

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

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      "category": "vendor",
      "label": "Vendor",
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      "confidence": "medium",
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      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-capachow-lens/contract",
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  "events": [
    {
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      "description": "- Removed the file `_meta.json` from the skill package. - No changes were made to functionality, documentation, or logic within the skill itself.",
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}

Record generated Oct 9, 2026.

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