qredence/system-learn
.fleet/context/system/learn/SKILL.md
Ingest new procedural memory (skills, patterns, docs) into the vector database.
$ install --global
skillsauthnpx skillsauth add qredence/agentic-fleet system-learnInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 11, 2026, 8:27 PM5.2s1 file scanned
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.
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