User observation: APM work was captured + extracted, but candidates got
tagged project=atocore or left blank instead of project=apm. Reason:
the prompt said 'Unknown project names — still tag them' but was too
terse; sonnet hedged toward registered matches rather than proposing
new slugs.
Fix: explicit guidance in the system prompt for when to propose an
unregistered project name vs when to stick with a registered one.
New instructions:
- When a memory is clearly ABOUT a named tool/product/project/system
not in the known list, use a slugified version as the project tag
('apm' for 'Atomaste Part Manager'). The Living Taxonomy detector
(Phase 6 C.1) scans these and surfaces for one-click registration
once ≥3 memories accumulate with that tag.
- Exception: if a memory merely USES an unknown tool but is about a
registered project ('p04 parts missing materials in APM'), tag with
the registered project and mention the tool in content.
This closes the loop on the Phase 6 detector: extractor now produces
taggable data for it, detector surfaces, user registers with one click.
Version bump: llm-0.5.0 → llm-0.6.0.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Anto01
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