feat: scalable entities & patterns architecture
- Entity format: 3-line compact registry (### Name / key facts / status+links) Heavy entries promoted to thread files. Cross-domain pointers for shared entities. - Pattern satellites: core patterns.md cap reduced from 110→70 lines (5.5KB). Domain-specific patterns go in satellite files loaded only by owning skill. - Reflect: pattern routing rules, entity format enforcement (step 3b) - Housekeeping: entity registry enforcement (step 5b), glacier inactive entities - Evolve: scorecard metrics for pattern distribution + entity compression ratio - README: updated entity example to 3-line format Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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README.md
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README.md
@@ -94,15 +94,16 @@ Here's what builds up over time. None of this is pre-filled — it emerges from
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- 2026-03-12 [insight]: Realized I've been avoiding the budget conversation. Not about money — about control.
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```
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**`memory/work/acme/entities.md`** — people and context:
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**`memory/work/acme/entities.md`** — compact 3-line registry:
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```markdown
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### Sarah Chen
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- Role: Engineering Manager (direct report to VP Eng)
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- Context: Joined Jan 2025. Runs platform team. Prefers async updates over meetings.
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- Notes: Advocated for my promotion. Values shipping over polish.
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### Sarah Chen (Engineering Manager)
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- Direct report to VP Eng | Joined Jan 2025 | Runs platform team | Prefers async over meetings
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- status: active | last: 2026-03-10
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```
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Heavy entries get promoted to thread files — the entity stub just links: `→ [[work/acme/sarah-chen]]`.
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### Progressive Condensation
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Two processes:
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