63 lines
1.8 KiB
Markdown
63 lines
1.8 KiB
Markdown
---
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name: Distill Memory
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description: Recognize breakthrough moments, blocking resolutions, and design decisions worth preserving. Detect high-value insights that save future time. Suggest distillation at valuable moments, not routine work.
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---
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# Distill Memory
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## When to Suggest (Moment Detection)
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**Breakthrough:** Extended debugging resolves, user relief ("Finally!", "Aha!"), root cause found
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**Decision:** Compared options, chose with rationale, trade-off resolved
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**Research:** Investigated multiple approaches, conclusion reached, optimal path determined
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**Twist:** Unexpected cause-effect, counterintuitive solution, assumption challenged
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**Lesson:** "Next time do X", preventive measure, pattern recognized
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**Skip:** Routine fixes, work in progress, simple Q&A, generic info
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## Memory Quality
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**Good (atomic + actionable):**
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- "React hooks cleanup must return function. Caused leaks."
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- "PostgreSQL over MongoDB: ACID needed for transactions."
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**Poor:** Vague "Fixed bugs", conversation transcript
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## Tool Usage
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```json
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{
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"content": "Insight + context for future use",
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"title": "Searchable (50-60 chars)",
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"importance": 0.8,
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"labels": "tech,domain,topic"
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}
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```
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**Content:** Outcome/insight focus, include "why", enough context
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**Importance:** 0.8-1.0 major | 0.5-0.7 useful | 0.3-0.4 minor
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**Labels:** 2-4 max, check existing first, lowercase-hyphenated
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## Suggestion
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**Timing:** After resolution/decision, when user pauses
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**Pattern:** "This [type] seems valuable - [essence]. Distill into memory?"
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**Frequency:** 1-3 per session typical, quality over quantity
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## Troubleshooting
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If the MCP is not installed, you can install it with the following command:
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```bash
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claude mcp add --transport http nowledge-mem http://localhost:14242/mcp --scope user
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```
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