taxonomy

by @grahama1970 in Tools

# Install this skill:

npx skills add grahama1970/agent-skills --skill "taxonomy"

Install specific skill from multi-skill repository

# Description

# SKILL.md

name: taxonomy
description: >
Extract Federated Taxonomy tags from text. LLM extracts candidates,
deterministic validation filters to known vocabulary. Returns bridge tags
for multi-hop graph traversal.
allowed-tools: ["Bash", "Read"]
triggers:
- taxonomy
- tag this
- classify
- what tags
- bridge tags
metadata:
short-description: Extract taxonomy tags for graph traversal

Taxonomy

Extract Federated Taxonomy tags from text for memory storage and multi-hop graph traversal.

Quick Start

# Extract tags from text
./run.sh --text "Error handling in the authentication module" --collection operational

# Extract from file
./run.sh --file document.txt --collection lore

# Just get bridge tags (for graph traversal)
./run.sh --text "..." --bridges-only

Output

{
  "bridge_tags": ["Resilience", "Loyalty"],
  "collection_tags": {"function": "Fix", "domain": "Middleware"},
  "confidence": 0.8,
  "worth_remembering": true
}

Bridge Tags (Tier 0)

Shared across all collections - enable cross-collection queries:

Tag	Indicates
Precision	Methodical, optimized, algorithmic
Resilience	Fault tolerance, error handling, robustness
Fragility	Technical debt, brittleness, single point of failure
Corruption	Bugs, data corruption, silent failures
Loyalty	Security, compliance, auth, encryption
Stealth	Hidden, evasion, infiltration

Collection Types

lore - Narrative/story content (HLT vocabulary)
operational - Code/technical lessons (Operational vocabulary)
sparta - Security content (ATT&CK/D3FEND vocabulary)

Use Cases

Before storing to memory: Get tags to enable graph traversal
Filtering what to remember: Check worth_remembering field
Cross-collection queries: Use bridge_tags for multi-hop search

Composing with /learn

# /learn can call /taxonomy for tag extraction
tags=$(./run.sh --text "$content" --collection operational --json)
bridge_tags=$(echo "$tags" | jq -r '.bridge_tags | join(",")')