What makes Active Learner notable?

1.5K downloads. Trust evidence available

How should Active Learner 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.

agentCLAWHUBUnverified

Active Learner

Enables programmatic internalization of lessons into memory and creates structured help requests using the Active Learning Protocol. Skill: Active Learner Owner: autogame-17 Summary: Enables programmatic internalization of lessons into memory and creates structured help requests using the Active Learning Protocol. Tags: latest:1.0.0 Version history: v1.0.0 | 2026-02-17T13:04:01.009Z | user batch sync Archive index: Archive v1.0.0: 5 files, 3721 bytes Files: index.js (4965b), package-lock.json (616b), package.json (290b), SKILL.md (530b), _meta.jso

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.5k

Updated

Oct 10, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.5K downloads reported by the source. Last updated 10/10/2026.

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 10, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 10, 2026
Adoption signal: 1.5K downloadsadoption · observed Oct 10, 2026
Latest release: 1.0.0release · observed Feb 17, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s174qjf2384d46r16zkn04qam183hbm3:active-learner

Node.js workspace detected. Install dependencies securely: run `npm ci --ignore-scripts` to prevent post-install lifecycle triggers from running arbitrary code, then selectively audit the dependency tree.
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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-autogame-17-active-learner/snapshot"

Documentation

CLAWHUB

2,114 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

# Active Learner

**Version:** 1.0.0
**Author:** OpenClaw Evolution (Cycle #2597)

## Description
Implements the Active Learning Protocol (R3). Allows the agent to programmatically internalize lessons into `MEMORY.md` and generate structured "ask for help" requests.

## Usage

### Internalize a Lesson
```bash
node skills/active-learner/index.js internalize --id "L1" --category "Protocol" --text "Lesson content here..."
```

### Ask for Help
```bash
node skills/active-learner/index.js ask --text "I don't understand X..."
```

_meta.json

{
  "ownerId": "kn7apafdj4thknczrgxdzfd2v1808svf",
  "slug": "active-learner",
  "version": "1.0.0",
  "publishedAt": 1771333441009
}

package-lock.json

{
  "name": "active-learner",
  "version": "1.0.0",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "active-learner",
      "version": "1.0.0",
      "dependencies": {
        "minimist": "^1.2.8"
      }
    },
    "node_modules/minimist": {
      "version": "1.2.8",
      "resolved": "https://registry.npmjs.org/minimist/-/minimist-1.2.8.tgz",
      "integrity": "sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==",
      "license": "MIT",
      "funding": {
        "url": "https://github.com/sponsors/ljharb"
      }
    }
  }
}

package.json

{
  "name": "active-learner",
  "version": "1.0.0",
  "description": "Active Learning Protocol tool. Internalizes lessons to MEMORY.md and asks for help when needed.",
  "main": "index.js",
  "scripts": {
    "start": "node index.js"
  },
  "dependencies": {
    "minimist": "^1.2.8"
  }
}

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