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wyblhl

L6 Learning Accelerator

by wyblhl · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install l6-learning-accelerator
Description
Provides time-aware memory retrieval by combining vector similarity with temporal relevance and tracks learning progress for enhanced study management.
README (SKILL.md)

l6-learning-accelerator - Learning Accelerator Skill

Description

A learning acceleration skill that implements 2-signal fusion retrieval (Vector + Time) with temporal routing for intelligent memory access. Provides progress tracking and time-aware context retrieval for enhanced learning workflows.

Triggers

  • learning accelerator
  • accelerated learning
  • time-aware retrieval
  • memory fusion
  • l6
  • study accelerator
  • learning boost

Capabilities

2-Signal Fusion Retrieval

Combines vector similarity search with temporal relevance scoring to retrieve the most contextually appropriate memories and notes.

Temporal Routing

  • detect_temporal() - Identifies temporal intent in queries
  • get_date_range() - Extracts date ranges from natural language

Progress Tracking

  • Track learning sessions
  • Monitor progress over time
  • Generate progress reports

Files

  • SKILL.md - This metadata file
  • src/retrieval.js - 2-signal fusion retrieval implementation
  • src/temporal.js - Time routing functions
  • src/progress.js - Progress tracking module
  • test/basic.test.js - Basic test suite

Usage

// Import the skill modules
const { retrieve } = require('./src/retrieval');
const { detect_temporal, get_date_range } = require('./src/temporal');
const { track_progress, get_report } = require('./src/progress');

// Example: Time-aware retrieval
const results = await retrieve(query, {
  vector_weight: 0.6,
  time_weight: 0.4,
  date_range: get_date_range('last week')
});

// Example: Progress tracking
track_progress('session', { topic: 'JavaScript', duration: 45 });
const report = get_report('weekly');

Configuration

Add to your workspace config:

{
  "l6": {
    "vector_weight": 0.6,
    "time_weight": 0.4,
    "decay_factor": 0.95,
    "memory_path": "./memory"
  }
}

Dependencies

  • None (pure JavaScript implementation)

Version

1.0.0

Author

OpenClaw Skills

Usage Guidance
This skill appears to be what it claims: local JS modules for time-aware retrieval and progress tracking. Before installing: (1) note there is no external network activity or credential requests, but the export_to_file/import_from_file functions will read/write any path you provide — avoid using sensitive system locations. (2) The README references a workspace path and a memory_path config key that the code does not appear to use; if you plan to persist memories, confirm how and where you will store them. (3) The package source is 'unknown' and has no homepage—if you require provenance, ask for the publisher or review the included source files and run the test suite (node test/basic.test.js) in a sandboxed environment first.
Capability Analysis
Type: OpenClaw Skill Name: l6-learning-accelerator Version: 1.0.0 The skill provides legitimate learning acceleration and progress tracking features, but it contains a significant security vulnerability. Specifically, the `export_to_file` and `import_from_file` functions in `src/progress.js` perform file I/O operations using unsanitized file paths provided as arguments. This allows for potential path traversal attacks, where an agent could be manipulated into reading or overwriting arbitrary files on the host system. Additionally, `test/basic.test.js` contains a hardcoded absolute Windows file path, which is a poor practice although not directly malicious.
Capability Assessment
Purpose & Capability
Name/description (time-aware retrieval + progress tracking) matches the included modules (retrieval.js, temporal.js, progress.js). No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
SKILL.md only instructs local usage (require the modules, call functions, add optional workspace config). The runtime instructions do not direct reading of unrelated system files or environment variables, nor do they transmit data to remote endpoints. Progress export/import use file I/O which is appropriate for local data export.
Install Mechanism
There is no install spec (no external downloads). All code is packaged with the skill. The skill requires only Node built-ins (fs/path) and no third-party packages, so there is no external install risk.
Credentials
The skill requests no environment variables or credentials. One small note: SKILL.md/README mention a configurable memory_path, but the retrieval code does not read that path — this is a mild documentation/code mismatch, not a credential issue.
Persistence & Privilege
always is false and there are no requests to modify other skills or system-wide settings. The module keeps session state in-memory and exposes explicit export_to_file/import_from_file functions for persistence; those functions require a file path provided by the caller.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install l6-learning-accelerator
  3. After installation, invoke the skill by name or use /l6-learning-accelerator
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of l6-learning-accelerator. - Implements 2-signal fusion retrieval (vector similarity + temporal relevance) for intelligent context access. - Adds temporal routing to detect and process time-related queries. - Includes progress tracking and reporting for learning sessions. - Pure JavaScript; no external dependencies. - Offers multiple trigger phrases for flexible activation.
Metadata
Slug l6-learning-accelerator
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is L6 Learning Accelerator?

Provides time-aware memory retrieval by combining vector similarity with temporal relevance and tracks learning progress for enhanced study management. It is an AI Agent Skill for Claude Code / OpenClaw, with 106 downloads so far.

How do I install L6 Learning Accelerator?

Run "/install l6-learning-accelerator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is L6 Learning Accelerator free?

Yes, L6 Learning Accelerator is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does L6 Learning Accelerator support?

L6 Learning Accelerator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created L6 Learning Accelerator?

It is built and maintained by wyblhl (@wyblhl); the current version is v1.0.0.

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