aaronrene/knowtation — blame/sha256:f/RETRIEVAL-AND-CLI-REFERENCE.md

Retrieval, Token Cost, and CLI Reference replace hotspot 💥 blast

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· May 24, 2026

#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:dc0d16cfbfdf	replace		sha256:dc0d16cfbfdf	2026-05-23
3	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
4	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.2. All CLI commands (single reference) replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.2. All CLI commands (single reference).table@L17 replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.3. Add-on / optional features (and where they plug in).table@L36 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.4. How they work together (interaction) replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.4. How they work together (interaction).code@L54 insert

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:3a8fa626bb8d	insert	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.5. How each feature helps the bottleneck (and token cost) replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:dc0d16cfbfdf	replace		sha256:dc0d16cfbfdf	2026-05-23
3	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
4	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.5. How each feature helps the bottleneck (and token cost).table@L102 insert

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:3a8fa626bb8d	insert	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.6. Token-optimal retrieval (in spec) replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.6. Token-optimal retrieval (in spec).table@L120 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.7. Single table: commands + filters + token levers replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.7. Single table: commands + filters + token levers.table@L146 insert

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:3a8fa626bb8d	insert	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.8. Summary replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23
2	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.3. Add-on / optional features (and where they plug in).table@L35 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.6. Token-optimal retrieval (in spec).table@L117 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:1ad640050cfa	replace	feat: expose document tree CLI Add the Phase 1C get-docume…	aaronrene	2026-05-24

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Retrieval, Token Cost, and CLI Reference.3. Add-on / optional features (and where they plug in).table@L34 replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23

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Retrieval, Token Cost, and CLI Reference.6. Token-optimal retrieval (in spec).table@L107 replace

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· May 23, 2026

sha256:f

#	Commit	Op	Message	Author	When
1	sha256:fffbeda76ab7	replace	feat: expose note outline CLI Add the Phase 1B get-note-ou…	aaronrene	2026-05-23

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