AGENT-INTEGRATION.md symbol-level

Agent integration — one page replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23
2	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24
3	sha256:ab2642dc5ea5	replace		sha256:ab2642dc5ea5	2026-05-24
4	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24
5	sha256:33cf8dd6b7f9	replace	Add hosted MetadataFacets MCP read surface	aaronrene	2026-05-24

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.) replace hotspot 💥 blast

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23
2	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24
3	sha256:ab2642dc5ea5	replace		sha256:ab2642dc5ea5	2026-05-24
4	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24
5	sha256:33cf8dd6b7f9	replace	Add hosted MetadataFacets MCP read surface	aaronrene	2026-05-24

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Agent integration — one page.1. CLI (agents in containers / worktrees) replace hotspot 💥 blast

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· May 24, 2026

sha256:3

#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23
2	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L105 replace hotspot 💥 blast

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· May 24, 2026

sha256:3

#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23
2	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24
3	sha256:3a8fa626bb8d	replace	Add MetadataFacets MCP read surface	aaronrene	2026-05-24

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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L116 replace hotspot

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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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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L122 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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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Cursor + hosted Knowtation MCP (step-by-step).code[json]@L187 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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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Cursor + hosted Knowtation MCP (step-by-step).code[json]@L203 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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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Dual MCP (interop): Knowtation + another server.code[json]@L236 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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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.code[bash]@L287 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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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.table@L268 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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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.table@L297 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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Agent integration — one page.References.table@L352 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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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L115 replace hotspot

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L121 replace hotspot

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Cursor + hosted Knowtation MCP (step-by-step).code[json]@L186 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Cursor + hosted Knowtation MCP (step-by-step).code[json]@L202 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Dual MCP (interop): Knowtation + another server.code[json]@L235 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.code[bash]@L286 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.table@L267 replace

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· May 24, 2026

sha256:7

#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.table@L296 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.References.table@L351 replace

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· May 24, 2026

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#	Commit	Op	Message	Author	When
1	sha256:789eb7cb15e6	replace	feat: expose document tree MCP tool Add the Phase 1D self-…	aaronrene	2026-05-24

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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L114 replace hotspot 💥 blast

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.1. CLI (agents in containers / worktrees).code[bash]@L120 replace hotspot 💥 blast

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Cursor + hosted Knowtation MCP (step-by-step).code[json]@L185 replace 💥 blast

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Cursor + hosted Knowtation MCP (step-by-step).code[json]@L201 replace 💥 blast

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.2. MCP (Cursor, Claude Code, etc.).Dual MCP (interop): Knowtation + another server.code[json]@L234 replace 💥 blast

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.code[bash]@L285 replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.table@L266 replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.3. Hub API (REST).Where “Copy Hub URL, token & vault” is used.table@L295 replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.Migrating from Supabase → Knowtation replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.Migrating from Supabase → Knowtation.Step 2 — Point agents at Knowtation (not at raw Supabase for vault reads) replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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Agent integration — one page.References.table@L350 replace

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· May 23, 2026

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#	Commit	Op	Message	Author	When
1	sha256:97b413e514cb	replace	docs: teach agents note outline retrieval Document the new…	aaronrene	2026-05-23

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