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Ingest new procedural memory (skills, patterns, docs) into the vector database.

Install Skill

Shared

Installs to .agents/skills, used by Codex, Amp, Warp, Cursor, OpenCode, and more.

CodexAmp
Warp
CursorOpenCode
Cline
Gemini CLI
GitHub Copilot
Personal

Available across projects.

$npx skills-installer add @Qredence/agentic-fleet/learn --client shared
Project

Writes to .agents/skills.

$npx skills-installer add @Qredence/agentic-fleet/learn -p --client shared
Note: Review the skill instructions before using it.

SKILL.md

name system-learn
description Ingest new procedural memory (skills, patterns, docs) into the vector database.

Learning Skill

This skill allows the agent to "learn" new patterns, skills, or documentation by ingesting markdown files into the procedural memory collection in ChromaDB.

Usage

Use this when you have identified a reusable pattern, wrote a new guide, or want to index a documentation file for future semantic retrieval.

uv run python .fleet/context/scripts/memory_manager.py learn --file <path_to_markdown_file>

Arguments

  • --file: The absolute or relative path to the markdown file you want to learn.

Best Practices

  • Ensure the markdown file has a clear title (# Title).
  • The file should contain reusable information, not just ephemeral session data.
  • Save the file in .fleet/context/skills/ before learning it to keep the source organized.