docs: fix relative links in development guide

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Martin
2026-10-27 15:18:44 +01:00
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# Learning Harness — Architecture # Learning Harness — Architecture
Status: **the canonical architecture spec** — describes the as-built system, verified against the code by a full audit on 2026-09-18 (every file under `src/`, `app/`, `components/`, `electron/`, `scripts/`, the lint config, and the test suite; `lint` and `typecheck` clean on the audited tree). The pre-audit spec is archived at [`archive/architecture-2026-09-08.md`](archive/architecture-2026-09-08.md) — history only. Product reasoning lives in [`docs/vision.md`](vision.md); file-by-file layout lives in the README. Status: **the canonical architecture spec** — describes the as-built system, verified against the code by a full audit on 2026-09-18 (every file under `src/`, `app/`, `components/`, `electron/`, `scripts/`, the lint config, and the test suite; `lint` and `typecheck` clean on the audited tree). The pre-audit spec is archived at [`docs/archive/architecture-2026-09-08.md`](archive/architecture-2026-09-08.md) — history only. Product reasoning lives in [`docs/vision.md`](vision.md); file-by-file layout lives in the README.
**What this is.** A standalone learning app (web + Electron desktop): the learner's knowledge accumulates into one persistent, cross-session knowledge graph, built from tutoring sessions in which a teacher agent authors a formal, visible dependency tree (the plan tree) and verifies understanding with structured questions. The graph is the home page; the session is the classroom; everything else serves those two. **What this is.** A standalone learning app (web + Electron desktop): the learner's knowledge accumulates into one persistent, cross-session knowledge graph, built from tutoring sessions in which a teacher agent authors a formal, visible dependency tree (the plan tree) and verifies understanding with structured questions. The graph is the home page; the session is the classroom; everything else serves those two.
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The developer README (split out of the storefront README, 2026-10-10). Everything below is for people working ON LearnHarness, not using it. The developer README (split out of the storefront README, 2026-10-10). Everything below is for people working ON LearnHarness, not using it.
A standalone learning app (web + Electron desktop): a **teacher agent** (Next.js; the Vercel AI SDK's `UIMessage` protocol end-to-end, LLM engine [pi-ai](docs/pi-engine-swap.md) via OpenRouter), probe→teach lessons with graded quiz/ask interactions, a formal **session plan tree** the teacher authors once (`plan_init`) and whose progress is derived from tagged quiz calls, and a persistent cross-session **knowledge graph** of what the learner knows — the graph is the app's home page. A standalone learning app (web + Electron desktop): a **teacher agent** (Next.js; the Vercel AI SDK's `UIMessage` protocol end-to-end, LLM engine [pi-ai](pi-engine-swap.md) via OpenRouter), probe→teach lessons with graded quiz/ask interactions, a formal **session plan tree** the teacher authors once (`plan_init`) and whose progress is derived from tagged quiz calls, and a persistent cross-session **knowledge graph** of what the learner knows — the graph is the app's home page.
Not a chat app with a graph bolted on: sessions are probe→teach lessons, the plan tree is a structured, schema-validated object, sessions accumulate into the graph through the extraction pipeline (propositions + reasoning chains — the stored truth; the canvas renders a derived image), and the teacher reaches back into the graph through read-only prober tools on its own judgment so probing compounds across sessions. Not a chat app with a graph bolted on: sessions are probe→teach lessons, the plan tree is a structured, schema-validated object, sessions accumulate into the graph through the extraction pipeline (propositions + reasoning chains — the stored truth; the canvas renders a derived image), and the teacher reaches back into the graph through read-only prober tools on its own judgment so probing compounds across sessions.
- [`docs/architecture.md`](docs/architecture.md) is the **canonical architecture spec** — layers, the import law, the five systems, the invariants, the seam directory. (The pre-audit spec is archived under `docs/archive/` — history only.) - [`docs/architecture.md`](architecture.md) is the **canonical architecture spec** — layers, the import law, the five systems, the invariants, the seam directory. (The pre-audit spec is archived under `docs/archive/` — history only.)
- Living design doc (all decisions): [`docs/vision.md`](docs/vision.md) - Living design doc (all decisions): [`docs/vision.md`](vision.md)
- Build plan + wave/gate results: [`docs/plan.md`](docs/plan.md) - Build plan + wave/gate results: [`docs/plan.md`](plan.md)
## Commands ## Commands
@@ -33,7 +33,7 @@ npx tsx --env-file=.env.local scripts/backfill-graph.ts # wipe + re-extrac
npx tsx --env-file=.env.local scripts/replay-layout.ts # re-derive layout from the ledgers npx tsx --env-file=.env.local scripts/replay-layout.ts # re-derive layout from the ledgers
``` ```
For Windows/Linux packages and the three-OS CI/release flow, see [`desktop-release.md`](desktop-release.md). Native renderer binaries are traced per platform, so release builds run on the target OS, not as cross-builds from macOS. For Windows/Linux packages and the three-OS CI/release flow, see [`docs/desktop-release.md`](desktop-release.md). Native renderer binaries are traced per platform, so release builds run on the target OS, not as cross-builds from macOS.
## Environment (`.env.local`) ## Environment (`.env.local`)
@@ -60,7 +60,7 @@ This remains a **trusted developer/shared-server mode**, not multi-user hosting.
## Architecture ## Architecture
Five layers, dependency arrows pointing inward only, machine-enforced as four ESLint zones (shell → barrels only; core and agent never import below themselves). Two composition roots, one writer per store. The full spec — layers, systems, runtime flows, invariants, seams: [`docs/architecture.md`](docs/architecture.md). Five layers, dependency arrows pointing inward only, machine-enforced as four ESLint zones (shell → barrels only; core and agent never import below themselves). Two composition roots, one writer per store. The full spec — layers, systems, runtime flows, invariants, seams: [`docs/architecture.md`](architecture.md).
```mermaid ```mermaid
flowchart TB flowchart TB
@@ -190,7 +190,7 @@ All deterministic, no LLM, no network (engines are injected — pi-ai's faux pro
## Lineage ## Lineage
The teaching methodology comes from an Obsidian-based POC (its `knowledge graph design.md` was the original epistemic-model source, since amended — see the amendments table in `docs/vision.md`). The harness was originally built on the pi agent SDK, pivoted to standalone Next.js + the Vercel AI SDK, and later swapped its LLM engine back to pi-ai while keeping the AI SDK's `UIMessage` as the client protocol ([`docs/pi-engine-swap.md`](docs/pi-engine-swap.md)). The teaching methodology comes from an Obsidian-based POC (its `knowledge graph design.md` was the original epistemic-model source, since amended — see the amendments table in `docs/vision.md`). The harness was originally built on the pi agent SDK, pivoted to standalone Next.js + the Vercel AI SDK, and later swapped its LLM engine back to pi-ai while keeping the AI SDK's `UIMessage` as the client protocol ([`docs/pi-engine-swap.md`](pi-engine-swap.md)).
## Data ## Data