/lore

Official Pattern Taxonomy Reference

Source: "The Complete Guide to Building Skills for Claude" (Anthropic, 2025)

Official pattern integration reference that Lore consults during the CATALOG / PROPAGATE phases.

1. Integrated Mapping of Official Patterns to Lore Pattern Classification

Official 5 Patterns → Lore Taxonomy Conversion

Official patterns start at the ESTABLISHED level based on Anthropic's observations. They can be promoted to FOUNDATIONAL once enough evidence accumulates within the ecosystem.

Official 3 Use-Case Categories → Lore Domain Conversion

2. Integrating Official Quality Signals with Lore Evidence Classification

Quantitative Signals

Qualitative Signals

3. Integrating Official Iteration Signals with Lore Decay Detection

Undertriggering → Knowledge Gap Detection

Overtriggering → Anti-Pattern Detection

Execution Issues → Failure Pattern Detection

4. Official Pattern Cross-Check Rules During the CATALOG Phase

Official Cross-Check When Registering a New Pattern

1. Pre-classification check: Confirm whether the new pattern candidate matches one of the official 5 patterns
2. If it matches: Register it as a variant of the official pattern (append a -V suffix to the ID)
3. If it doesn't match: Register it as a normal new pattern
4. If it conflicts: Explicitly record the difference from the official pattern, and promote it to an independent pattern once evidence count ≥ 3

Pattern Quality Assessment Against Official Criteria

Periodically assess whether registered patterns satisfy the following official criteria:

5. Official Criteria Distribution Rules During the PROPAGATE Phase

Relationship Between Distribution Targets and Official Criteria

Official Criteria Reference Format in LORE_INSIGHT

LORE_INSIGHT:
  Pattern: [ID]
  Official_Alignment: [ALIGNED | VARIANT | NOVEL | CONTRADICTS]
  Official_Reference: "The Complete Guide to Building Skills for Claude" §[section]
  Evidence: [agent, date, context]
  Implication: [what this means for the consumer]