> For the complete documentation index, see [llms.txt](https://ai-os-and-trend-finder.gitbook.io/ai-os-and-trend-finder-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ai-os-and-trend-finder.gitbook.io/ai-os-and-trend-finder-docs/.spec_system/prd/phase_41/session_04_knowledge_graph_write_path.md).

# Session 04: Knowledge Graph Write Path

**Session ID**: `phase41-session04-knowledge-graph-write-path` **Status**: Not Started **Estimated Tasks**: \~12-25 **Estimated Duration**: 2-4 hours

***

## Objective

Make Knowledge Graph ingest, remove, and graph-grounded chat write-ready by default in local dev when Graphify is available.

***

## Scope

### In Scope (MVP)

* Update Knowledge Graph admin bridge and browser parser contracts.
* Update Knowledge Graph hooks to separate write readiness, token readiness, Graphify availability, demo/privacy, fallback, and offline states.
* Update route metadata, ingest/remove controls, grounded chat copy, and tests.

### Out of Scope

* Broad graph schema changes not required for all-access readiness.
* Generated data regeneration owned by Session 17.

***

## Prerequisites

* [ ] Sessions 01 through 03 are complete.

***

## Deliverables

1. Knowledge Graph status and UI controls that are write-ready by default when Graphify and tokens are available.
2. Recovery states for missing Graphify, token failure, demo/privacy, compliance boundaries, offline services, and real dependency failures.
3. Tests proving ingest/remove and grounded chat are not blocked by missing manual Hermes admin env setup.

***

## Success Criteria

* [ ] `/knowledge-graph` metadata no longer presents local mode as limited.
* [ ] Ingest, remove, and grounded chat execute or reach their real dependency failure path without manual admin env setup.
* [ ] Route, component, hook, server, parser, and home-section tests are updated.

***

## Folded Handoff Session Details

The following session-specific details were migrated from the former ongoing-projects handoff. They preserve the original objective, scope, outputs, dependencies, notes, and acceptance checks for this session.

#### Session 04: Knowledge Graph Write Path

**Objective**: Make Knowledge Graph ingest, remove, and graph-grounded chat write-ready by default in local dev when Graphify is available.

**Scope**:

* Update `scripts/lib/knowledge-graph-admin-bridge.ts` and `src/lib/knowledge-graph-admin-types.ts` so Knowledge Graph writes do not inherit a default-off Hermes env gate.
* Update `src/hooks/use-knowledge-graph-admin.ts`, `src/hooks/use-knowledge-graph-token.ts`, and `src/hooks/use-knowledge-graph.ts` to separate write readiness, automatic token readiness, Graphify availability, bundled fallback data, and demo/offline states.
* Update `src/routes/knowledge-graph.tsx`, `src/components/knowledge-graph/knowledge-graph-ingest-card.tsx`, and `src/components/knowledge-graph/knowledge-graph-grounded-chat.tsx` so route metadata, disabled states, ingest/remove, and grounded chat copy do not describe local mode as read-only.
* Update Knowledge Graph route, page, ingest card, grounded chat, hook, server, parser, and home-section tests.

**Outputs**:

* Knowledge Graph admin status and UI controls that are write-ready by default when Graphify and tokens are available.
* Recovery states for missing Graphify, token failure, demo/privacy, source-compliance boundaries, offline services, and real dependency failures.
* Tests proving ingest/remove and grounded chat are not blocked by missing manual Hermes admin env.

**Dependencies / Notes**:

* Depends on Sessions 01 through 03 because Knowledge Graph currently reuses Hermes admin concepts.
* Do not hide missing Graphify behind generic admin-disabled copy.

**Acceptance Checks**:

* `/knowledge-graph` metadata no longer presents the surface as read-only.
* Ingest, remove, and grounded chat execute or reach their real dependency failure path without requiring `HERMES_DASHBOARD_ADMIN=1`.
* Tests cover local write-ready behavior plus Graphify-missing, token-failure, demo/privacy, and offline fallbacks.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://ai-os-and-trend-finder.gitbook.io/ai-os-and-trend-finder-docs/.spec_system/prd/phase_41/session_04_knowledge_graph_write_path.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
