feat(ingestion): wire watcher into server startup + fix Procfile env vars

- Start background watcher on startup when INGEST_WATCH_INTERVAL > 0
- Procfile: add INGEST_WATCH_INTERVAL=30 and INGEST_SVC_URL for supervisor

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

.gitignore

@@ -34,6 +34,7 @@ secrets/
 # ── Documented examples (commit these) ──
 !.env.example
 !config/supervisor/CLAUDE.md
+!brain/CLAUDE.md
 
 # IDE
 .idea/

Procfile

@@ -1,2 +1,2 @@
-ingestion: cd ingestion && INGEST_BRAIN_DIR=../brain INGEST_PORT=3300 go run ./cmd/server/
+ingestion: cd ingestion && INGEST_BRAIN_DIR=../brain INGEST_PORT=3300 INGEST_WATCH_INTERVAL=30 go run ./cmd/server/
-supervisor: SUPERVISOR_CONFIG_DIR=./config/supervisor SUPERVISOR_MODELS_FILE=./config/models.yaml SUPERVISOR_SESSIONS_DIR=./brain/sessions INGEST_BASE_URL=http://localhost:3300 go run ./cmd/supervisor/
+supervisor: SUPERVISOR_CONFIG_DIR=./config/supervisor SUPERVISOR_MODELS_FILE=./config/models.yaml SUPERVISOR_SESSIONS_DIR=./brain/sessions INGEST_BASE_URL=http://localhost:3300 INGEST_SVC_URL=http://localhost:3300 go run ./cmd/supervisor/

brain/schema.md

@@ -0,0 +1,154 @@
+# Brain Wiki Schema
+
+This document defines the three page types in the brain wiki.
+The LLM must follow this schema exactly when generating wiki pages.
+
+## Wikilink Format
+
+All cross-references use `[[slug|Display Text]]`.
+
+Rules:
+- slug = lowercase filename without .md, spaces → hyphens, strip all non-alphanumeric except hyphens
+- The `|` separator is REQUIRED — never use `[[Title]]` without a slug
+- Examples: `[[domain-driven-design|Domain Driven Design]]`, `[[ryan-singer|Ryan Singer]]`
+- Slugs must resolve to an existing file in the inventory, or a file you are creating in this response
+
+Slug generation examples:
+- "Domain Driven Design" → `domain-driven-design`
+- "It's Complicated" → `its-complicated`
+- "gRPC" → `grpc`
+- "GPT-4o" → `gpt-4o`
+
+## Domains
+
+Use one of: `ai-llm`, `software-engineering`, `product-strategy`, `finance-markets`,
+`personal`, `consulting`, `climate`, `infrastructure`, `security`
+
+---
+
+## Source Pages — wiki/sources/<slug>.md
+
+One page per ingested source. Books are NEVER split across multiple source pages — update the existing one.
+
+Required frontmatter:
+```yaml
+title: <exact title>
+type: article | pdf | book | video | note | project
+domain: <domain>
+date_ingested: YYYY-MM-DD
+last_updated: YYYY-MM-DD
+aliases:
+  - <exact title>
+```
+
+Body sections (in this order):
+
+### Summary
+2–3 sentences. Core argument or finding.
+
+### Key Claims
+Bulleted list. Paraphrase — no verbatim quotes or code.
+
+### Concepts Introduced or Reinforced
+Wikilinks to wiki/concepts/ ONLY. One per line.
+
+### Entities Mentioned
+Wikilinks to wiki/entities/ ONLY. One per line.
+
+### Open Questions Raised
+Gaps or follow-up questions from this source.
+
+For books only, also add:
+
+### Chapters
+One bullet per chapter with 1–2 sentence summary.
+
+### Argument Arc
+Overall narrative as it becomes clear across chapters.
+
+### Updates
+Dated entries appended on re-ingestion. NEVER rewrite — only append.
+
+---
+
+## Concept Pages — wiki/concepts/<slug>.md
+
+One page per idea, framework, methodology, or pattern.
+
+Required frontmatter:
+```yaml
+title: <concept name>
+domain: <domain>
+last_updated: YYYY-MM-DD
+aliases:
+  - <exact title>
+```
+
+Body sections (in this order):
+
+### Definition
+One-paragraph plain-language explanation.
+
+### Why It Matters
+Practical significance. Why should anyone care?
+
+### Related Concepts
+Wikilinks to wiki/concepts/ ONLY.
+
+### Related Entities
+Wikilinks to wiki/entities/ ONLY.
+
+### Sources
+Wikilinks to wiki/sources/ ONLY.
+
+### Evolving Notes
+Updated as new sources arrive. Append, do not rewrite.
+
+---
+
+## Entity Pages — wiki/entities/<slug>.md
+
+One page per person, tool, organisation, technology, or product.
+
+Required frontmatter:
+```yaml
+title: <name>
+type: person | company | tool | model | framework | technology
+domain: <domain>
+last_updated: YYYY-MM-DD
+aliases:
+  - <exact title>
+```
+
+Body sections (in this order):
+
+### Description
+One-line description.
+
+### Relevance
+Why this entity matters to this knowledge base.
+
+### Key Positions, Products, or Claims
+With dates where known.
+
+### Related Concepts
+Wikilinks to wiki/concepts/ ONLY.
+
+### Related Entities
+Wikilinks to wiki/entities/ ONLY.
+
+### Sources
+Wikilinks to wiki/sources/ ONLY.
+
+---
+
+## Non-Negotiable Rules
+
+1. Output ONLY a valid JSON array — no markdown fences, no prose before or after
+2. Each element: `{"path": "wiki/<type>/<slug>.md", "content": "...full markdown..."}`
+3. Slugs are kebab-case: lowercase, spaces→hyphens, strip special characters
+4. Every wikilink must be `[[slug|Display Text]]` — the pipe separator is required
+5. Dates always YYYY-MM-DD
+6. Never reproduce verbatim code — describe the pattern or technique
+7. Section links must match their section type (Related Concepts → concepts/ only, etc.)
+8. One source page per book — if inventory shows it exists, include it as an UPDATE

cmd/supervisor/main.go

@@ -105,6 +105,8 @@ func main() {
 	}))
 	reg.Register(brain.New(brain.Config{
 		IngestBaseURL:  cfg.IngestBaseURL,
+		IngestSvcURL:   cfg.IngestSvcURL,
+		KBRetrievalURL: cfg.KBRetrievalURL,
 	}))
 	reg.Register(org.New(org.Config{
 		TierFn: tierFn,

docs/superpowers/specs/2026-04-22-brain-ingestion-pipeline-design.md

@@ -0,0 +1,240 @@
+# Brain Ingestion Pipeline — Design Spec
+
+**Date:** 2026-04-22
+**Status:** approved
+**Author:** Mathias + Claude
+
+---
+
+## Overview
+
+Add a structured ingestion pipeline to the hyperguild brain. The pipeline accepts raw content (directly or from files) and uses an LLM to produce structured wiki pages in `brain/wiki/` — the declarative layer of the Two-Layer Brain. Three fixed knowledge classes: **concepts**, **entities**, **sources**.
+
+This spec covers:
+- Three new packages in the `ingestion` Go module (`llm`, `wiki`, `pipeline`, `watcher`)
+- Two new HTTP endpoints on the ingestion server (`/ingest`, `/ingest-path`)
+- A background file watcher for `brain/raw/`
+- Config additions to both the ingestion server and the supervisor
+
+It does **not** cover Layer 2 (training data, `brain/training-data/`) — that is the trainer worker's concern.
+
+---
+
+## Information Model
+
+Three fixed wiki page classes, matching the Two-Layer Brain design spec and the existing `ingestion-svc` model:
+
+### `wiki/sources/<slug>.md`
+One page per ingested source (project, book, article, note). Updated (not replaced) on re-ingestion.
+
+Required frontmatter: `title`, `type` (article|pdf|book|video|note|project), `domain`, `source_url`, `date_ingested`, `last_updated`, `aliases`.
+
+Body sections: Summary · Key Claims · Concepts Introduced or Reinforced · Entities Mentioned · Open Questions Raised. Books add: Chapters · Argument Arc · Updates (dated, append-only).
+
+### `wiki/concepts/<slug>.md`
+One page per idea, framework, methodology, or pattern (e.g. Domain Driven Design, TDD, event sourcing).
+
+Required frontmatter: `title`, `domain`, `last_updated`, `aliases`.
+
+Body sections: Definition · Why It Matters · Related Concepts · Related Entities · Sources · Evolving Notes.
+
+### `wiki/entities/<slug>.md`
+One page per person, tool, organisation, technology, or product.
+
+Required frontmatter: `title`, `type` (person|company|tool|model|framework|technology), `domain`, `last_updated`, `aliases`.
+
+Body sections: Description · Relevance · Key Positions/Products/Claims · Related Concepts · Related Entities · Sources.
+
+### Wikilink format
+All cross-references use `[[slug|Display Text]]`. Slug = lowercase title, spaces→hyphens, non-alphanumeric stripped. Slugs must resolve to an existing file in the wiki.
+
+### Supporting files
+- `brain/wiki/index.md` — auto-rebuilt on every ingest: one-sentence summary per page, grouped by type
+- `brain/log.md` — append-only audit trail: date, source, pages written, warnings
+
+---
+
+## Architecture
+
+### New packages (`ingestion` module)
+
+```
+ingestion/internal/
+  llm/        — OpenAI-compatible HTTP client (chat completions, retry on 429,
+                configurable timeout and temperature)
+  wiki/        — Page types, slug utilities, merge logic, inventory loader,
+                index rebuilder, log appender
+  pipeline/   — Orchestrates one ingest run end-to-end (content or extracted file text)
+  watcher/    — Polls brain/raw/ and triggers pipeline on new files
+```
+
+The existing `api/` and `search/` packages are updated; no other existing packages change.
+
+### Brain directory layout
+
+```
+brain/
+  wiki/
+    concepts/        ← LLM-structured concept pages
+    entities/        ← LLM-structured entity pages
+    sources/         ← LLM-structured source pages
+    index.md         ← auto-rebuilt on each ingest
+  knowledge/         ← quick raw notes via brain_write (BM25-searchable, unchanged)
+  raw/               ← drop zone; watcher picks up files here
+    processed/       ← moved here on success (organised by date: processed/YYYY-MM-DD/)
+    failed/          ← moved here on failure
+  sessions/          ← session logs (retrospective/trainer concern, not touched here)
+  training-data/     ← Layer 2 (trainer worker concern, not touched here)
+  log.md             ← append-only audit trail
+  CLAUDE.md          ← schema document injected into every ingest prompt
+```
+
+If `brain/CLAUDE.md` is absent, the pipeline falls back to an embedded default schema compiled into the binary.
+
+---
+
+## API
+
+### `POST /ingest`
+
+Ingest content provided directly by the caller.
+
+**Request:**
+```json
+{
+  "content": "...",
+  "source": "shape-up-book",
+  "dry_run": false
+}
+```
+
+**Response:**
+```json
+{
+  "pages": ["wiki/sources/shape-up.md", "wiki/concepts/betting-table.md"],
+  "warnings": []
+}
+```
+
+`source` is the human-readable name used when writing/updating `wiki/sources/<slug>.md`. `dry_run: true` returns the page contents without writing.
+
+### `POST /ingest-path`
+
+Ingest a file or walk a directory recursively. Supports `.md`, `.txt`, `.pdf`.
+
+**Request:**
+```json
+{
+  "path": "/Users/mathias/brain/raw/shape-up.pdf",
+  "source": "shape-up-book",
+  "dry_run": false
+}
+```
+
+If `path` is a directory, all supported files within it are ingested in sequence. `source` is optional for directory ingestion — if omitted, the LLM derives it from each file's name and content.
+
+**Response:** same shape as `/ingest`, with pages and warnings aggregated across all files.
+
+### Supervisor skill update
+
+`brain_ingest` in `internal/skills/brain/handlers.go` gains an optional `path` field. If `path` is set, it calls `/ingest-path`; otherwise `/ingest`.
+
+---
+
+## Pipeline
+
+`pipeline.Run(ctx, cfg, brainDir, content, source, dryRun)` — called by both HTTP handlers after any file reading is done.
+
+Steps:
+
+1. **Load inventory** — walk `brain/wiki/{concepts,entities,sources}/`, build slug index grouped by type. Injected into prompt so LLM knows what to update vs create.
+2. **Load schema** — read `brain/CLAUDE.md`; fall back to embedded default if absent.
+3. **Chunk** — split content at `INGEST_CHUNK_SIZE` chars (default 6000; split on paragraph boundary). If `INGEST_CHUNK_SIZE=0`, no chunking.
+4. **LLM call per chunk** — returns JSON array of `{"path": "wiki/concepts/foo.md", "content": "..."}`. Prompt structure: system instruction → date → schema → inventory → non-negotiable slug/wikilink rules → source content.
+5. **Parse + truncation recovery** — strip markdown fences if present. If JSON array is truncated mid-object (token limit), salvage all complete objects before the break and log a warning.
+6. **Merge** — combine pages with the same path across chunks:
+   - Bullet sections (Related Concepts, Related Entities, Sources, Key Claims): union unique lines
+   - Append sections (Evolving Notes, Updates, Open Questions): append new content
+   - All other sections: keep first occurrence
+   - Frontmatter: keep first occurrence
+7. **Write** — create subdirs as needed, write files atomically. In dry-run mode, return page map without writing.
+8. **Rebuild `index.md`** — one-sentence summary per page (derived from first body paragraph), grouped by type, with page count header.
+9. **Append to `log.md`** — date, source, list of pages written, warning count.
+
+---
+
+## File Watcher
+
+Background goroutine started at server startup (when `INGEST_WATCH_INTERVAL > 0`).
+
+**Poll loop:**
+1. Walk `brain/raw/` for files with supported extensions (`.md`, `.txt`, `.pdf`), excluding `processed/` and `failed/` subdirs.
+2. For each file found: derive source from filename (strip extension, kebab-to-title), call `pipeline.Run` with the file content.
+3. On success: move file to `brain/raw/processed/YYYY-MM-DD/<filename>`.
+4. On failure: move file to `brain/raw/failed/<filename>`, append error to `brain/log.md`.
+5. Sleep `INGEST_WATCH_INTERVAL` seconds, repeat.
+
+Files are processed one at a time (no concurrency within the watcher) to avoid LLM rate-limit collisions.
+
+---
+
+## LLM Prompt
+
+**System:**
+> You are a wiki agent. Read the source material and produce structured wiki pages following the schema provided. Output ONLY a valid JSON array — no markdown fences, no other text. Each element must have: `"path"` (relative path within wiki, e.g. `"wiki/sources/foo.md"`) and `"content"` (full markdown including YAML frontmatter). Follow the schema strictly: correct frontmatter fields, wikilinks as `[[slug|Display Text]]`, dates in YYYY-MM-DD format, paraphrase rather than quoting verbatim.
+
+**User (built dynamically):**
+1. Today's date
+2. Full schema (`brain/CLAUDE.md` content)
+3. Existing wiki inventory grouped by type (for update-vs-create decisions)
+4. Non-negotiable rules: slug format, wikilink format, one-source-per-book, section type enforcement
+5. Source content (the chunk)
+
+Temperature: 0.2 for reproducibility.
+
+---
+
+## Configuration
+
+### Ingestion server (new env vars)
+
+| Variable | Default | Description |
+|---|---|---|
+| `INGEST_LLM_URL` | `http://iguana:4000/v1` | OpenAI-compatible endpoint |
+| `INGEST_LLM_KEY` | (empty) | API key |
+| `INGEST_LLM_MODEL` | `koala/qwen35-9b-fast` | Model name |
+| `INGEST_LLM_TIMEOUT` | `15` | LLM call timeout (minutes) |
+| `INGEST_CHUNK_SIZE` | `6000` | Max chars per LLM call (0 = no chunking) |
+| `INGEST_WATCH_INTERVAL` | `30` | Watcher poll interval in seconds (0 = disabled) |
+
+### Supervisor (new env vars + wiring)
+
+| Variable | Default | Description |
+|---|---|---|
+| `INGEST_SVC_URL` | (empty) | URL of ingestion server for `brain_ingest` |
+| `KB_RETRIEVAL_URL` | (empty) | URL of KB retrieval server for `brain_search` |
+
+`config.go` gets two new fields. `main.go` passes them to `brain.New()`. Both tools are only registered as MCP tools when the respective URL is configured (already implemented in `skill.go`).
+
+---
+
+## Testing
+
+| Package | What is tested |
+|---|---|
+| `wiki/` | Slug generation (edge cases: apostrophes, colons, version strings), merge logic (bullets union, append, keep-first), inventory loading from temp dir, truncation recovery (valid partial JSON), index rebuild output |
+| `pipeline/` | Integration test: temp brain dir + mock LLM HTTP server returning fixture JSON; verify files written to correct paths, index rebuilt, log appended |
+| `api/` | Handler tests for `/ingest` and `/ingest-path` using mock pipeline; 400 on missing fields, 200 with expected response shape |
+| `watcher/` | File placed in `brain/raw/` is moved to `processed/` on mock-pipeline success; moved to `failed/` on error |
+
+All tests are table-driven. No real LLM calls in tests.
+
+---
+
+## Out of Scope
+
+- Python validation/correction loop (can be added later; the LLM prompt enforces schema rules as non-negotiable instructions)
+- `brain/training-data/` — trainer worker concern
+- `brain/sessions/` — retrospective/sessionlog concern
+- Upload endpoint (multipart HTTP) — `scp`/rsync to `brain/raw/` + watcher covers this
+- Qdrant vector indexing — `brain_search` calls a separate KB retrieval service; ingestion does not write to Qdrant

ingestion/cmd/server/main.go

@@ -2,34 +2,86 @@
 package main
 
 import (
+	"context"
+	"fmt"
 	"log/slog"
 	"net/http"
 	"os"
+	"strconv"
+	"time"
 
 	"github.com/mathiasbq/hyperguild/ingestion/internal/api"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/llm"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/watcher"
 )
 
+func envOr(key, fallback string) string {
+	if v := os.Getenv(key); v != "" {
+		return v
+	}
+	return fallback
+}
+
+func envInt(key string, fallback int) int {
+	if v := os.Getenv(key); v != "" {
+		if n, err := strconv.Atoi(v); err == nil {
+			return n
+		}
+	}
+	return fallback
+}
+
 func main() {
 	logger := slog.New(slog.NewJSONHandler(os.Stdout, nil))
 
-	brainDir := os.Getenv("INGEST_BRAIN_DIR")
+	brainDir := envOr("INGEST_BRAIN_DIR", "../brain")
-	if brainDir == "" {
+	port := envOr("INGEST_PORT", "3300")
-		brainDir = "../brain"
+
+	llmURL := envOr("INGEST_LLM_URL", "http://iguana:4000/v1")
+	llmKey := os.Getenv("INGEST_LLM_KEY")
+	llmModel := envOr("INGEST_LLM_MODEL", "koala/qwen35-9b-fast")
+	llmTimeoutMins := envInt("INGEST_LLM_TIMEOUT", 15)
+	chunkSize := envInt("INGEST_CHUNK_SIZE", 6000)
+	watchInterval := envInt("INGEST_WATCH_INTERVAL", 30)
+
+	llmClient := llm.New(llmURL, llmKey, llmModel, time.Duration(llmTimeoutMins)*time.Minute)
+
+	pipelineCfg := pipeline.Config{
+		Complete:  llmClient.Complete,
+		ChunkSize: chunkSize,
 	}
 
-	port := os.Getenv("INGEST_PORT")
+	h := api.NewHandler(brainDir, logger, pipelineCfg)
-	if port == "" {
-		port = "3300"
-	}
 
-	h := api.NewHandler(brainDir, logger)
+	ctx := context.Background()
+	if watchInterval > 0 {
+		watcher.Start(ctx, watcher.Config{
+			BrainDir: brainDir,
+			Interval: time.Duration(watchInterval) * time.Second,
+			Pipeline: pipelineCfg,
+		})
+	}
 
 	mux := http.NewServeMux()
-	mux.HandleFunc("/query", h.Query)
+	mux.HandleFunc("POST /query", h.Query)
-	mux.HandleFunc("/write", h.Write)
+	mux.HandleFunc("POST /write", h.Write)
+	mux.HandleFunc("POST /ingest", h.Ingest)
+	mux.HandleFunc("POST /ingest-path", h.IngestPath)
 
 	addr := ":" + port
-	logger.Info("ingestion server starting", "addr", addr, "brain_dir", brainDir)
+	watchIntervalLog := "disabled"
+	if watchInterval > 0 {
+		watchIntervalLog = fmt.Sprintf("%ds", watchInterval)
+	}
+	logger.Info("ingestion server starting",
+		"addr", addr,
+		"brain_dir", brainDir,
+		"llm_url", llmURL,
+		"llm_model", llmModel,
+		"chunk_size", chunkSize,
+		"watch_interval", watchIntervalLog,
+	)
 	if err := http.ListenAndServe(addr, mux); err != nil {
 		logger.Error("server stopped", "err", err)
 		os.Exit(1)

ingestion/internal/api/handler.go

@@ -11,6 +11,7 @@ import (
 	"strings"
 	"time"
 
+	"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
 	"github.com/mathiasbq/hyperguild/ingestion/internal/search"
 )
 
@@ -18,11 +19,15 @@ import (
 type Handler struct {
 	brainDir string
 	logger   *slog.Logger
+	pipeline pipeline.Config
 }
 
 // NewHandler constructs a Handler. brainDir is the absolute path to brain/.
-func NewHandler(brainDir string, logger *slog.Logger) *Handler {
+func NewHandler(brainDir string, logger *slog.Logger, pipelineCfg pipeline.Config) *Handler {
-	return &Handler{brainDir: brainDir, logger: logger}
+	if logger == nil {
+		logger = slog.Default()
+	}
+	return &Handler{brainDir: brainDir, logger: logger, pipeline: pipelineCfg}
 }
 
 type queryRequest struct {
@@ -37,15 +42,32 @@ type writeRequest struct {
 	Domain   string `json:"domain,omitempty"`
 }
 
+type ingestRequest struct {
+	Content string `json:"content"`
+	Source  string `json:"source"`
+	DryRun  bool   `json:"dry_run"`
+}
+
+type ingestPathRequest struct {
+	Path   string `json:"path"`
+	Source string `json:"source"`
+	DryRun bool   `json:"dry_run"`
+}
+
+type ingestResponse struct {
+	Pages    []string `json:"pages"`
+	Warnings []string `json:"warnings"`
+}
+
 // Query handles POST /query — full-text search across the brain wiki.
 func (h *Handler) Query(w http.ResponseWriter, r *http.Request) {
 	var req queryRequest
 	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
-		http.Error(w, "invalid JSON", http.StatusBadRequest)
+		writeError(w, http.StatusBadRequest, "invalid JSON")
 		return
 	}
 	if strings.TrimSpace(req.Query) == "" {
-		http.Error(w, "query is required", http.StatusBadRequest)
+		writeError(w, http.StatusBadRequest, "query is required")
 		return
 	}
 	if req.Limit == 0 {
@@ -55,22 +77,22 @@ func (h *Handler) Query(w http.ResponseWriter, r *http.Request) {
 	results, err := search.Query(h.brainDir, req.Query, req.Limit)
 	if err != nil {
 		h.logger.Error("query failed", "err", err)
-		http.Error(w, "search error", http.StatusInternalServerError)
+		writeError(w, http.StatusInternalServerError, "search error")
 		return
 	}
 
 	writeJSON(w, map[string]any{"results": results})
 }
 
-// Write handles POST /write — write raw content to brain/raw/.
+// Write handles POST /write — write raw content to brain/knowledge/.
 func (h *Handler) Write(w http.ResponseWriter, r *http.Request) {
 	var req writeRequest
 	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
-		http.Error(w, "invalid JSON", http.StatusBadRequest)
+		writeError(w, http.StatusBadRequest, "invalid JSON")
 		return
 	}
 	if req.Content == "" {
-		http.Error(w, "content is required", http.StatusBadRequest)
+		writeError(w, http.StatusBadRequest, "content is required")
 		return
 	}
 
@@ -81,7 +103,7 @@ func (h *Handler) Write(w http.ResponseWriter, r *http.Request) {
 
 	rawDir := filepath.Join(h.brainDir, "knowledge")
 	if err := os.MkdirAll(rawDir, 0o755); err != nil {
-		http.Error(w, "failed to create raw dir", http.StatusInternalServerError)
+		writeError(w, http.StatusInternalServerError, "failed to create raw dir")
 		return
 	}
 
@@ -104,9 +126,13 @@ func (h *Handler) Write(w http.ResponseWriter, r *http.Request) {
 		base += ".md"
 	}
 	dest := filepath.Join(rawDir, base)
+	if !strings.HasPrefix(filepath.Clean(dest)+string(os.PathSeparator), filepath.Clean(rawDir)+string(os.PathSeparator)) {
+		writeError(w, http.StatusBadRequest, "invalid filename")
+		return
+	}
 	if err := os.WriteFile(dest, []byte(finalContent), 0o644); err != nil {
 		h.logger.Error("write failed", "err", err)
-		http.Error(w, "write error", http.StatusInternalServerError)
+		writeError(w, http.StatusInternalServerError, "write error")
 		return
 	}
 
@@ -114,7 +140,144 @@ func (h *Handler) Write(w http.ResponseWriter, r *http.Request) {
 	writeJSON(w, map[string]string{"path": filepath.ToSlash(rel)})
 }
 
+// Ingest handles POST /ingest — run the pipeline on provided content.
+func (h *Handler) Ingest(w http.ResponseWriter, r *http.Request) {
+	var req ingestRequest
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		writeError(w, http.StatusBadRequest, "invalid JSON")
+		return
+	}
+	if strings.TrimSpace(req.Content) == "" {
+		writeError(w, http.StatusBadRequest, "content is required")
+		return
+	}
+	if strings.TrimSpace(req.Source) == "" {
+		writeError(w, http.StatusBadRequest, "source is required")
+		return
+	}
+
+	result, err := pipeline.Run(r.Context(), h.pipeline, h.brainDir, req.Content, req.Source, req.DryRun)
+	if err != nil {
+		h.logger.Error("ingest failed", "source", req.Source, "err", err)
+		writeError(w, http.StatusInternalServerError, "ingest error")
+		return
+	}
+
+	pages := result.Pages
+	if pages == nil {
+		pages = []string{}
+	}
+	warnings := result.Warnings
+	if warnings == nil {
+		warnings = []string{}
+	}
+	writeJSON(w, ingestResponse{Pages: pages, Warnings: warnings})
+}
+
+// supportedExtensions lists file extensions that IngestPath will process.
+var supportedExtensions = map[string]bool{
+	".md":  true,
+	".txt": true,
+	".pdf": true,
+}
+
+// IngestPath handles POST /ingest-path — ingest a file or directory.
+func (h *Handler) IngestPath(w http.ResponseWriter, r *http.Request) {
+	var req ingestPathRequest
+	if err := json.NewDecoder(r.Body).Decode(&req); err != nil {
+		writeError(w, http.StatusBadRequest, "invalid JSON")
+		return
+	}
+	if strings.TrimSpace(req.Path) == "" {
+		writeError(w, http.StatusBadRequest, "path is required")
+		return
+	}
+
+	info, err := os.Stat(req.Path)
+	if err != nil {
+		writeError(w, http.StatusBadRequest, fmt.Sprintf("path not accessible: %v", err))
+		return
+	}
+
+	var allPages []string
+	var allWarnings []string
+
+	if info.IsDir() {
+		err = filepath.WalkDir(req.Path, func(path string, d os.DirEntry, walkErr error) error {
+			if walkErr != nil {
+				return walkErr
+			}
+			if d.IsDir() {
+				return nil
+			}
+			ext := strings.ToLower(filepath.Ext(path))
+			if !supportedExtensions[ext] {
+				return nil
+			}
+			content, readErr := os.ReadFile(path)
+			if readErr != nil {
+				allWarnings = append(allWarnings, fmt.Sprintf("read %s: %v", path, readErr))
+				return nil
+			}
+			source := req.Source
+			if source == "" {
+				source = filepath.Base(path)
+			}
+			result, runErr := pipeline.Run(r.Context(), h.pipeline, h.brainDir, string(content), source, req.DryRun)
+			if runErr != nil {
+				allWarnings = append(allWarnings, fmt.Sprintf("ingest %s: %v", path, runErr))
+				return nil
+			}
+			allPages = append(allPages, result.Pages...)
+			allWarnings = append(allWarnings, result.Warnings...)
+			return nil
+		})
+		if err != nil {
+			h.logger.Error("walk dir failed", "path", req.Path, "err", err)
+			writeError(w, http.StatusInternalServerError, fmt.Sprintf("walk error: %v", err))
+			return
+		}
+	} else {
+		ext := strings.ToLower(filepath.Ext(req.Path))
+		if !supportedExtensions[ext] {
+			writeError(w, http.StatusBadRequest, fmt.Sprintf("unsupported file extension: %s", ext))
+			return
+		}
+		content, readErr := os.ReadFile(req.Path)
+		if readErr != nil {
+			writeError(w, http.StatusInternalServerError, fmt.Sprintf("read file: %v", readErr))
+			return
+		}
+		source := req.Source
+		if source == "" {
+			source = filepath.Base(req.Path)
+		}
+		result, runErr := pipeline.Run(r.Context(), h.pipeline, h.brainDir, string(content), source, req.DryRun)
+		if runErr != nil {
+			h.logger.Error("ingest-path failed", "path", req.Path, "err", runErr)
+			writeError(w, http.StatusInternalServerError, "ingest error")
+			return
+		}
+		allPages = result.Pages
+		allWarnings = result.Warnings
+	}
+
+	if allPages == nil {
+		allPages = []string{}
+	}
+	if allWarnings == nil {
+		allWarnings = []string{}
+	}
+	writeJSON(w, ingestResponse{Pages: allPages, Warnings: allWarnings})
+}
+
 func writeJSON(w http.ResponseWriter, v any) {
 	w.Header().Set("Content-Type", "application/json")
 	json.NewEncoder(w).Encode(v) //nolint:errcheck
 }
+
+func writeError(w http.ResponseWriter, code int, msg string) {
+	w.Header().Set("Content-Type", "application/json")
+	w.WriteHeader(code)
+	json.NewEncoder(w).Encode(map[string]string{"error": msg}) //nolint:errcheck
+}

ingestion/internal/api/handler_test.go

@@ -3,6 +3,7 @@ package api_test
 
 import (
 	"bytes"
+	"context"
 	"encoding/json"
 	"log/slog"
 	"net/http"
@@ -12,11 +13,26 @@ import (
 	"strings"
 	"testing"
 
-	"github.com/mathiasbq/hyperguild/ingestion/internal/api"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/api"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
 )
 
+// stubComplete returns a fixed JSON page so tests never call a real LLM.
+func stubComplete(_ context.Context, _, _ string) (string, error) {
+	return `[{"path":"wiki/sources/test-source.md","content":"# Test Source\n\nSome content here.\n"}]`, nil
+}
+
+func stubPipelineCfg() pipeline.Config {
+	return pipeline.Config{
+		Complete:  stubComplete,
+		ChunkSize: 0,
+		Schema:    "# Test Schema\nwiki/sources/, wiki/concepts/, wiki/entities/",
+	}
+}
+
 func setup(t *testing.T) (string, *api.Handler) {
 	t.Helper()
 	dir := t.TempDir()
@@ -27,9 +43,13 @@ func setup(t *testing.T) (string, *api.Handler) {
 		0o644,
 	))
 	logger := slog.New(slog.NewTextHandler(os.Stderr, nil))
-	return dir, api.NewHandler(dir, logger)
+	return dir, api.NewHandler(dir, logger, stubPipelineCfg())
 }
 
+// ---------------------------------------------------------------------------
+// Existing tests (Write / Query)
+// ---------------------------------------------------------------------------
+
 func TestQuery_ReturnsResults(t *testing.T) {
 	_, h := setup(t)
 	body, _ := json.Marshal(map[string]any{"query": "test driven", "limit": 5})
@@ -112,3 +132,122 @@ func TestWrite_GeneratesFilenameIfAbsent(t *testing.T) {
 	assert.Len(t, entries, 2)
 	assert.True(t, strings.HasSuffix(entries[1].Name(), ".md"))
 }
+
+// ---------------------------------------------------------------------------
+// POST /ingest
+// ---------------------------------------------------------------------------
+
+func TestIngest_Validation(t *testing.T) {
+	cases := []struct {
+		name string
+		body map[string]any
+	}{
+		{"missing content", map[string]any{"source": "test-source"}},
+		{"missing source", map[string]any{"content": "some content"}},
+		{"whitespace content", map[string]any{"content": "   ", "source": "test-source"}},
+		{"whitespace source", map[string]any{"content": "some content", "source": "  "}},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			_, h := setup(t)
+			body, _ := json.Marshal(tc.body)
+			req := httptest.NewRequest(http.MethodPost, "/ingest", bytes.NewReader(body))
+			rec := httptest.NewRecorder()
+
+			h.Ingest(rec, req)
+
+			assert.Equal(t, http.StatusBadRequest, rec.Code)
+		})
+	}
+}
+
+func TestIngest_Success(t *testing.T) {
+	_, h := setup(t)
+	body, _ := json.Marshal(map[string]any{
+		"content": "some content about shape-up methodology",
+		"source":  "shape-up-book",
+		"dry_run": true,
+	})
+	req := httptest.NewRequest(http.MethodPost, "/ingest", bytes.NewReader(body))
+	rec := httptest.NewRecorder()
+
+	h.Ingest(rec, req)
+
+	require.Equal(t, http.StatusOK, rec.Code)
+	var resp map[string]any
+	require.NoError(t, json.Unmarshal(rec.Body.Bytes(), &resp))
+	pages, ok := resp["pages"]
+	require.True(t, ok, "response must have pages field")
+	pagesSlice, ok := pages.([]any)
+	require.True(t, ok, "pages must be an array")
+	assert.NotEmpty(t, pagesSlice)
+}
+
+// ---------------------------------------------------------------------------
+// POST /ingest-path
+// ---------------------------------------------------------------------------
+
+func TestIngestPath_MissingPath(t *testing.T) {
+	_, h := setup(t)
+	body, _ := json.Marshal(map[string]any{"source": "test-source"})
+	req := httptest.NewRequest(http.MethodPost, "/ingest-path", bytes.NewReader(body))
+	rec := httptest.NewRecorder()
+
+	h.IngestPath(rec, req)
+
+	assert.Equal(t, http.StatusBadRequest, rec.Code)
+}
+
+func TestIngestPath_File(t *testing.T) {
+	_, h := setup(t)
+
+	// Create a temp file with content
+	dir := t.TempDir()
+	f := filepath.Join(dir, "doc.md")
+	require.NoError(t, os.WriteFile(f, []byte("# Hello\nThis is markdown content."), 0o644))
+
+	body, _ := json.Marshal(map[string]any{
+		"path":    f,
+		"source":  "test-doc",
+		"dry_run": true,
+	})
+	req := httptest.NewRequest(http.MethodPost, "/ingest-path", bytes.NewReader(body))
+	rec := httptest.NewRecorder()
+
+	h.IngestPath(rec, req)
+
+	require.Equal(t, http.StatusOK, rec.Code)
+	var resp map[string]any
+	require.NoError(t, json.Unmarshal(rec.Body.Bytes(), &resp))
+	pages, ok := resp["pages"]
+	require.True(t, ok, "response must have pages field")
+	pagesSlice, ok := pages.([]any)
+	require.True(t, ok, "pages must be an array")
+	assert.NotEmpty(t, pagesSlice)
+}
+
+func TestIngestPath_Directory(t *testing.T) {
+	_, h := setup(t)
+
+	// Create a temp dir with one .md file
+	dir := t.TempDir()
+	require.NoError(t, os.WriteFile(filepath.Join(dir, "notes.md"), []byte("# Notes\nSome notes."), 0o644))
+
+	body, _ := json.Marshal(map[string]any{
+		"path":    dir,
+		"dry_run": true,
+	})
+	req := httptest.NewRequest(http.MethodPost, "/ingest-path", bytes.NewReader(body))
+	rec := httptest.NewRecorder()
+
+	h.IngestPath(rec, req)
+
+	require.Equal(t, http.StatusOK, rec.Code)
+	var resp map[string]any
+	require.NoError(t, json.Unmarshal(rec.Body.Bytes(), &resp))
+	pages, ok := resp["pages"]
+	require.True(t, ok, "response must have pages field")
+	pagesSlice, ok := pages.([]any)
+	require.True(t, ok, "pages must be an array")
+	assert.NotEmpty(t, pagesSlice)
+}

ingestion/internal/llm/client.go

@@ -0,0 +1,119 @@
+package llm
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"strconv"
+	"strings"
+	"time"
+)
+
+// Client calls an OpenAI-compatible chat completions endpoint.
+type Client struct {
+	baseURL    string
+	apiKey     string
+	model      string
+	httpClient *http.Client
+}
+
+// New constructs a Client.
+func New(baseURL, apiKey, model string, timeout time.Duration) *Client {
+	return &Client{
+		baseURL:    strings.TrimRight(baseURL, "/"),
+		apiKey:     apiKey,
+		model:      model,
+		httpClient: &http.Client{Timeout: timeout},
+	}
+}
+
+type chatRequest struct {
+	Model       string    `json:"model"`
+	Messages    []message `json:"messages"`
+	Temperature float64   `json:"temperature"`
+}
+
+type message struct {
+	Role    string `json:"role"`
+	Content string `json:"content"`
+}
+
+type chatResponse struct {
+	Choices []struct {
+		Message message `json:"message"`
+	} `json:"choices"`
+}
+
+// Complete sends a system + user message and returns the assistant's reply.
+// Retries once on HTTP 429 using Retry-After header or 5s backoff.
+func (c *Client) Complete(ctx context.Context, system, user string) (string, error) {
+	body := chatRequest{
+		Model: c.model,
+		Messages: []message{
+			{Role: "system", Content: system},
+			{Role: "user", Content: user},
+		},
+		Temperature: 0.2,
+	}
+	b, err := json.Marshal(body)
+	if err != nil {
+		return "", fmt.Errorf("marshal request: %w", err)
+	}
+
+	do := func() (*http.Response, error) {
+		req, err := http.NewRequestWithContext(ctx, http.MethodPost, c.baseURL+"/chat/completions", bytes.NewReader(b))
+		if err != nil {
+			return nil, fmt.Errorf("build request: %w", err)
+		}
+		req.Header.Set("Content-Type", "application/json")
+		if c.apiKey != "" {
+			req.Header.Set("Authorization", "Bearer "+c.apiKey)
+		}
+		return c.httpClient.Do(req)
+	}
+
+	resp, err := do()
+	if err != nil {
+		return "", fmt.Errorf("call LLM: %w", err)
+	}
+
+	if resp.StatusCode == http.StatusTooManyRequests {
+		resp.Body.Close()
+		wait := 5 * time.Second
+		if ra := resp.Header.Get("Retry-After"); ra != "" {
+			if secs, err := strconv.Atoi(ra); err == nil {
+				wait = time.Duration(secs) * time.Second
+			}
+		}
+		select {
+		case <-ctx.Done():
+			return "", ctx.Err()
+		case <-time.After(wait):
+		}
+		resp, err = do()
+		if err != nil {
+			return "", fmt.Errorf("retry LLM call: %w", err)
+		}
+	}
+	defer resp.Body.Close()
+
+	out, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return "", fmt.Errorf("read response: %w", err)
+	}
+	if resp.StatusCode != http.StatusOK {
+		return "", fmt.Errorf("LLM returned %d: %s", resp.StatusCode, out)
+	}
+
+	var cr chatResponse
+	if err := json.Unmarshal(out, &cr); err != nil {
+		return "", fmt.Errorf("parse response: %w", err)
+	}
+	if len(cr.Choices) == 0 {
+		return "", fmt.Errorf("LLM returned no choices")
+	}
+	return cr.Choices[0].Message.Content, nil
+}

ingestion/internal/llm/client_test.go

@@ -0,0 +1,86 @@
+package llm
+
+import (
+	"context"
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func mockServer(t *testing.T, response string) *httptest.Server {
+	t.Helper()
+	return httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, "/chat/completions", r.URL.Path)
+		assert.Equal(t, "application/json", r.Header.Get("Content-Type"))
+		w.Header().Set("Content-Type", "application/json")
+		json.NewEncoder(w).Encode(map[string]any{
+			"choices": []map[string]any{
+				{"message": map[string]any{"role": "assistant", "content": response}},
+			},
+		})
+	}))
+}
+
+func TestClient_Complete(t *testing.T) {
+	srv := mockServer(t, "hello world")
+	defer srv.Close()
+
+	c := New(srv.URL, "", "test-model", 10*time.Second)
+	got, err := c.Complete(context.Background(), "you are helpful", "say hello")
+	require.NoError(t, err)
+	assert.Equal(t, "hello world", got)
+}
+
+func TestClient_ReturnsErrorOnNon200(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		http.Error(w, "overloaded", http.StatusServiceUnavailable)
+	}))
+	defer srv.Close()
+
+	c := New(srv.URL, "", "test-model", 10*time.Second)
+	_, err := c.Complete(context.Background(), "sys", "user")
+	assert.Error(t, err)
+}
+
+func TestClient_SendsAuthHeader(t *testing.T) {
+	var gotAuth string
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		gotAuth = r.Header.Get("Authorization")
+		json.NewEncoder(w).Encode(map[string]any{
+			"choices": []map[string]any{{"message": map[string]any{"content": "ok"}}},
+		})
+	}))
+	defer srv.Close()
+
+	c := New(srv.URL, "my-key", "test-model", 10*time.Second)
+	_, err := c.Complete(context.Background(), "sys", "user")
+	require.NoError(t, err)
+	assert.Equal(t, "Bearer my-key", gotAuth)
+}
+
+func TestClient_Retries429(t *testing.T) {
+	calls := 0
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		calls++
+		if calls == 1 {
+			w.Header().Set("Retry-After", "0")
+			w.WriteHeader(http.StatusTooManyRequests)
+			return
+		}
+		json.NewEncoder(w).Encode(map[string]any{
+			"choices": []map[string]any{{"message": map[string]any{"content": "retried"}}},
+		})
+	}))
+	defer srv.Close()
+
+	c := New(srv.URL, "", "test-model", 10*time.Second)
+	got, err := c.Complete(context.Background(), "sys", "user")
+	require.NoError(t, err)
+	assert.Equal(t, "retried", got)
+	assert.Equal(t, 2, calls)
+}

ingestion/internal/pipeline/chunk.go

@@ -0,0 +1,39 @@
+// ingestion/internal/pipeline/chunk.go
+package pipeline
+
+import "strings"
+
+// Chunk splits content into pieces of at most maxSize bytes, splitting at
+// paragraph boundaries (\n\n). If maxSize <= 0, returns content as one chunk.
+func Chunk(content string, maxSize int) []string {
+	content = strings.TrimSpace(content)
+	if maxSize <= 0 || len(content) <= maxSize {
+		return []string{content}
+	}
+
+	paragraphs := strings.Split(content, "\n\n")
+	var chunks []string
+	var cur strings.Builder
+
+	for _, para := range paragraphs {
+		para = strings.TrimSpace(para)
+		if para == "" {
+			continue
+		}
+		addition := para
+		if cur.Len() > 0 {
+			addition = "\n\n" + para
+		}
+		if cur.Len() > 0 && cur.Len()+len(addition) > maxSize {
+			chunks = append(chunks, cur.String())
+			cur.Reset()
+			cur.WriteString(para)
+		} else {
+			cur.WriteString(addition)
+		}
+	}
+	if cur.Len() > 0 {
+		chunks = append(chunks, cur.String())
+	}
+	return chunks
+}

ingestion/internal/pipeline/chunk_test.go

@@ -0,0 +1,36 @@
+// ingestion/internal/pipeline/chunk_test.go
+package pipeline
+
+import (
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestChunk_NoChunkingWhenZero(t *testing.T) {
+	content := strings.Repeat("word ", 1000)
+	chunks := Chunk(content, 0)
+	assert.Len(t, chunks, 1)
+}
+
+func TestChunk_SplitsAtParagraph(t *testing.T) {
+	content := "First paragraph here.\n\nSecond paragraph here."
+	chunks := Chunk(content, 40)
+	assert.Len(t, chunks, 2)
+	assert.Equal(t, "First paragraph here.", chunks[0])
+	assert.Equal(t, "Second paragraph here.", chunks[1])
+}
+
+func TestChunk_SingleLargeParagraph(t *testing.T) {
+	content := strings.Repeat("x", 100)
+	chunks := Chunk(content, 50)
+	assert.Len(t, chunks, 1)
+}
+
+func TestChunk_NoChunkingWhenContentFits(t *testing.T) {
+	content := "Short content."
+	chunks := Chunk(content, 1000)
+	assert.Len(t, chunks, 1)
+	assert.Equal(t, "Short content.", chunks[0])
+}

ingestion/internal/pipeline/parse.go

@@ -0,0 +1,55 @@
+// ingestion/internal/pipeline/parse.go
+package pipeline
+
+import (
+	"encoding/json"
+	"fmt"
+	"strings"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/wiki"
+)
+
+// ParsePages parses LLM output as a JSON array of {path, content} objects.
+// If the array is truncated mid-object (token limit), it salvages all complete objects.
+func ParsePages(output string) ([]wiki.Page, []string) {
+	output = strings.TrimSpace(output)
+	if output == "" {
+		return nil, []string{"LLM returned empty output"}
+	}
+
+	output = stripFences(output)
+
+	var pages []wiki.Page
+	if err := json.Unmarshal([]byte(output), &pages); err == nil {
+		return pages, nil
+	}
+
+	// Truncation recovery: find last `}` that closes a complete object.
+	idx := strings.LastIndex(output, "}")
+	if idx < 0 {
+		return nil, []string{"LLM output contained no complete JSON objects"}
+	}
+
+	start := strings.Index(output, "[")
+	if start < 0 {
+		return nil, []string{"LLM output contained no JSON array opening bracket"}
+	}
+
+	candidate := output[start:idx+1] + "]"
+	if err := json.Unmarshal([]byte(candidate), &pages); err != nil {
+		return nil, []string{fmt.Sprintf("truncation recovery failed: %v", err)}
+	}
+
+	return pages, []string{fmt.Sprintf("LLM output was truncated; recovered %d page(s)", len(pages))}
+}
+
+func stripFences(s string) string {
+	for _, prefix := range []string{"```json\n", "```json\r\n", "```\n", "```\r\n"} {
+		if strings.HasPrefix(s, prefix) {
+			s = strings.TrimPrefix(s, prefix)
+			s = strings.TrimSuffix(strings.TrimSpace(s), "```")
+			return strings.TrimSpace(s)
+		}
+	}
+	return s
+}

ingestion/internal/pipeline/parse_test.go

@@ -0,0 +1,46 @@
+// ingestion/internal/pipeline/parse_test.go
+package pipeline
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestParsePages_ValidJSON(t *testing.T) {
+	input := `[{"path":"wiki/sources/foo.md","content":"# Foo"},{"path":"wiki/concepts/bar.md","content":"# Bar"}]`
+	pages, warnings := ParsePages(input)
+	require.Len(t, pages, 2)
+	assert.Empty(t, warnings)
+	assert.Equal(t, "wiki/sources/foo.md", pages[0].Path)
+	assert.Equal(t, "wiki/concepts/bar.md", pages[1].Path)
+}
+
+func TestParsePages_StripsFences(t *testing.T) {
+	input := "```json\n[{\"path\":\"wiki/sources/foo.md\",\"content\":\"# Foo\"}]\n```"
+	pages, warnings := ParsePages(input)
+	assert.Len(t, pages, 1)
+	assert.Empty(t, warnings)
+}
+
+func TestParsePages_TruncationRecovery(t *testing.T) {
+	input := `[{"path":"wiki/sources/foo.md","content":"# Foo"},{"path":"wiki/concepts/bar.md","content":"trunc`
+	pages, warnings := ParsePages(input)
+	require.Len(t, pages, 1)
+	assert.Equal(t, "wiki/sources/foo.md", pages[0].Path)
+	assert.NotEmpty(t, warnings)
+}
+
+func TestParsePages_EmptyInput(t *testing.T) {
+	pages, warnings := ParsePages("")
+	assert.Empty(t, pages)
+	assert.NotEmpty(t, warnings)
+}
+
+func TestParsePages_PlainFence(t *testing.T) {
+	input := "```\n[{\"path\":\"wiki/sources/foo.md\",\"content\":\"ok\"}]\n```"
+	pages, warnings := ParsePages(input)
+	assert.Len(t, pages, 1)
+	assert.Empty(t, warnings)
+}

ingestion/internal/pipeline/pipeline.go

@@ -0,0 +1,120 @@
+// ingestion/internal/pipeline/pipeline.go
+package pipeline
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+	"time"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/wiki"
+)
+
+// CompleteFunc is the function signature for LLM calls.
+type CompleteFunc func(ctx context.Context, system, user string) (string, error)
+
+// Config holds pipeline configuration.
+type Config struct {
+	Complete  CompleteFunc
+	ChunkSize int    // 0 = no chunking
+	Schema    string // overrides brain/schema.md when set (useful in tests)
+}
+
+// Result is the outcome of a pipeline run.
+type Result struct {
+	Pages    []string // relative paths written (or would-be written in dry-run)
+	Warnings []string
+}
+
+// Run ingests content and writes structured wiki pages to brainDir/wiki/.
+// In dry-run mode, pages are returned but not written to disk.
+func Run(ctx context.Context, cfg Config, brainDir, content, source string, dryRun bool) (Result, error) {
+	inventory, err := wiki.LoadInventory(brainDir)
+	if err != nil {
+		return Result{}, fmt.Errorf("load inventory: %w", err)
+	}
+
+	schema := cfg.Schema
+	if schema == "" {
+		schema = loadSchema(brainDir)
+	}
+
+	chunks := Chunk(content, cfg.ChunkSize)
+
+	var allPages []wiki.Page
+	var allWarnings []string
+
+	for _, chunk := range chunks {
+		userPrompt := BuildPrompt(schema, source, chunk, inventory)
+		output, err := cfg.Complete(ctx, systemPrompt, userPrompt)
+		if err != nil {
+			return Result{}, fmt.Errorf("LLM call: %w", err)
+		}
+		pages, warnings := ParsePages(output)
+		allPages = append(allPages, pages...)
+		allWarnings = append(allWarnings, warnings...)
+	}
+
+	merged := mergeAll(allPages)
+
+	date := time.Now().UTC().Format("2006-01-02")
+	var written []string
+
+	for _, page := range merged {
+		if !dryRun {
+			dest := filepath.Join(brainDir, filepath.FromSlash(page.Path))
+			if err := os.MkdirAll(filepath.Dir(dest), 0o755); err != nil {
+				return Result{}, fmt.Errorf("mkdir for %s: %w", page.Path, err)
+			}
+			if err := os.WriteFile(dest, []byte(page.Content), 0o644); err != nil {
+				return Result{}, fmt.Errorf("write %s: %w", page.Path, err)
+			}
+		}
+		written = append(written, page.Path)
+	}
+
+	if !dryRun {
+		if err := wiki.RebuildIndex(brainDir, date); err != nil {
+			allWarnings = append(allWarnings, fmt.Sprintf("rebuild index: %v", err))
+		}
+		if err := wiki.AppendLog(brainDir, source, written, allWarnings, date); err != nil {
+			allWarnings = append(allWarnings, fmt.Sprintf("append log: %v", err))
+		}
+	}
+
+	return Result{Pages: written, Warnings: allWarnings}, nil
+}
+
+// mergeAll deduplicates pages by path, merging content from later occurrences.
+func mergeAll(pages []wiki.Page) []wiki.Page {
+	order := make([]string, 0, len(pages))
+	byPath := make(map[string]wiki.Page, len(pages))
+	for _, p := range pages {
+		if _, seen := byPath[p.Path]; !seen {
+			order = append(order, p.Path)
+			byPath[p.Path] = p
+		} else {
+			byPath[p.Path] = wiki.Merge(byPath[p.Path], p)
+		}
+	}
+	result := make([]wiki.Page, 0, len(order))
+	for _, path := range order {
+		result = append(result, byPath[path])
+	}
+	return result
+}
+
+const defaultSchema = `# Brain Wiki Schema
+Three page types: wiki/sources/, wiki/concepts/, wiki/entities/.
+See brain/schema.md for the full schema.
+`
+
+func loadSchema(brainDir string) string {
+	b, err := os.ReadFile(filepath.Join(brainDir, "schema.md"))
+	if err != nil {
+		return defaultSchema
+	}
+	return strings.TrimSpace(string(b))
+}

ingestion/internal/pipeline/pipeline_test.go

@@ -0,0 +1,133 @@
+// ingestion/internal/pipeline/pipeline_test.go
+package pipeline
+
+import (
+	"context"
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"path/filepath"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/llm"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/wiki"
+)
+
+func TestRun_WritesPages(t *testing.T) {
+	brainDir := t.TempDir()
+	for _, sub := range []string{"wiki/concepts", "wiki/entities", "wiki/sources"} {
+		require.NoError(t, os.MkdirAll(filepath.Join(brainDir, sub), 0o755))
+	}
+
+	llmResponse := mustJSON([]wiki.Page{
+		{
+			Path:    "wiki/sources/test-article.md",
+			Content: "---\ntitle: Test Article\ntype: article\ndomain: software-engineering\ndate_ingested: 2026-04-22\nlast_updated: 2026-04-22\naliases:\n  - Test Article\n---\n\n## Summary\n\nA test article.\n\n## Key Claims\n\n- It tests things.\n\n## Concepts Introduced or Reinforced\n\n## Entities Mentioned\n\n## Open Questions Raised\n",
+		},
+		{
+			Path:    "wiki/concepts/testing.md",
+			Content: "---\ntitle: Testing\ndomain: software-engineering\nlast_updated: 2026-04-22\naliases:\n  - Testing\n---\n\n## Definition\n\nThe practice of verifying software.\n\n## Why It Matters\n\nCatches bugs.\n\n## Related Concepts\n\n## Related Entities\n\n## Sources\n\n## Evolving Notes\n",
+		},
+	})
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		w.Header().Set("Content-Type", "application/json")
+		json.NewEncoder(w).Encode(map[string]any{
+			"choices": []map[string]any{
+				{"message": map[string]any{"role": "assistant", "content": llmResponse}},
+			},
+		})
+	}))
+	defer srv.Close()
+
+	cfg := Config{
+		Complete:  llm.New(srv.URL, "", "test-model", 30*time.Second).Complete,
+		ChunkSize: 0,
+	}
+
+	result, err := Run(context.Background(), cfg, brainDir, "An article about testing.", "test-article", false)
+	require.NoError(t, err)
+	assert.Len(t, result.Pages, 2)
+	assert.Empty(t, result.Warnings)
+
+	_, err = os.Stat(filepath.Join(brainDir, "wiki", "sources", "test-article.md"))
+	require.NoError(t, err)
+	_, err = os.Stat(filepath.Join(brainDir, "wiki", "concepts", "testing.md"))
+	require.NoError(t, err)
+	_, err = os.Stat(filepath.Join(brainDir, "wiki", "index.md"))
+	require.NoError(t, err)
+	_, err = os.Stat(filepath.Join(brainDir, "log.md"))
+	require.NoError(t, err)
+}
+
+func TestRun_DryRunDoesNotWrite(t *testing.T) {
+	brainDir := t.TempDir()
+	for _, sub := range []string{"wiki/concepts", "wiki/entities", "wiki/sources"} {
+		require.NoError(t, os.MkdirAll(filepath.Join(brainDir, sub), 0o755))
+	}
+
+	llmResponse := mustJSON([]wiki.Page{{
+		Path:    "wiki/sources/foo.md",
+		Content: "---\ntitle: Foo\n---\n\n## Summary\n\nFoo.\n",
+	}})
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		json.NewEncoder(w).Encode(map[string]any{
+			"choices": []map[string]any{{"message": map[string]any{"content": llmResponse}}},
+		})
+	}))
+	defer srv.Close()
+
+	cfg := Config{Complete: llm.New(srv.URL, "", "m", 30*time.Second).Complete}
+	result, err := Run(context.Background(), cfg, brainDir, "foo content", "foo", true)
+	require.NoError(t, err)
+	assert.Len(t, result.Pages, 1)
+
+	_, err = os.Stat(filepath.Join(brainDir, "wiki", "sources", "foo.md"))
+	assert.True(t, os.IsNotExist(err))
+}
+
+func TestRun_MergesDuplicatePaths(t *testing.T) {
+	brainDir := t.TempDir()
+	for _, sub := range []string{"wiki/concepts", "wiki/entities", "wiki/sources"} {
+		require.NoError(t, os.MkdirAll(filepath.Join(brainDir, sub), 0o755))
+	}
+
+	// LLM returns same path twice (simulates multi-chunk merge)
+	llmResponse := mustJSON([]wiki.Page{
+		{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Definition\n\nFirst.\n\n## Related Concepts\n\n- [[bar|Bar]]\n"},
+		{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Definition\n\nSecond.\n\n## Related Concepts\n\n- [[baz|Baz]]\n"},
+	})
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		json.NewEncoder(w).Encode(map[string]any{
+			"choices": []map[string]any{{"message": map[string]any{"content": llmResponse}}},
+		})
+	}))
+	defer srv.Close()
+
+	cfg := Config{Complete: llm.New(srv.URL, "", "m", 30*time.Second).Complete}
+	result, err := Run(context.Background(), cfg, brainDir, "content", "foo", false)
+	require.NoError(t, err)
+	assert.Len(t, result.Pages, 1) // deduplicated
+
+	content, err := os.ReadFile(filepath.Join(brainDir, "wiki", "concepts", "foo.md"))
+	require.NoError(t, err)
+	// keep-first for Definition, union for Related Concepts
+	assert.Contains(t, string(content), "First.")
+	assert.Contains(t, string(content), "[[bar|Bar]]")
+	assert.Contains(t, string(content), "[[baz|Baz]]")
+}
+
+func mustJSON(v any) string {
+	b, err := json.Marshal(v)
+	if err != nil {
+		panic(err)
+	}
+	return string(b)
+}

ingestion/internal/pipeline/prompt.go

@@ -0,0 +1,60 @@
+// ingestion/internal/pipeline/prompt.go
+package pipeline
+
+import (
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/wiki"
+)
+
+const systemPrompt = `You are a wiki agent. Read the source material and produce structured wiki pages following the schema provided.
+
+Output ONLY a valid JSON array — no markdown fences, no other text before or after.
+Each element must have:
+  "path"    — relative path within the wiki, e.g. "wiki/sources/foo.md"
+  "content" — full markdown content of the page including YAML frontmatter
+
+Follow the schema strictly: correct frontmatter fields, wikilinks as [[slug|Display Text]],
+dates in YYYY-MM-DD format, and paraphrase rather than quoting verbatim.`
+
+// BuildPrompt constructs the user prompt for a single chunk.
+func BuildPrompt(schema, source, content string, inventory map[wiki.PageType][]wiki.Entry) string {
+	var sb strings.Builder
+
+	fmt.Fprintf(&sb, "Today's date is %s.\n\n", time.Now().UTC().Format("2006-01-02"))
+
+	sb.WriteString("## Schema\n\n")
+	sb.WriteString(schema)
+	sb.WriteString("\n\n")
+
+	sb.WriteString("## Existing wiki pages\n\n")
+	sb.WriteString("Link ONLY to pages in this inventory or pages you are creating in this response.\n\n")
+
+	for _, pt := range []wiki.PageType{wiki.PageTypeConcept, wiki.PageTypeEntity, wiki.PageTypeSource} {
+		entries := inventory[pt]
+		label := strings.ToUpper(string(pt)[:1]) + string(pt)[1:]
+		if len(entries) == 0 {
+			fmt.Fprintf(&sb, "%s — (none yet)\n\n", label)
+			continue
+		}
+		fmt.Fprintf(&sb, "%s — link ONLY under the matching section:\n", label)
+		for _, e := range entries {
+			fmt.Fprintf(&sb, "  - [[%s|%s]]\n", e.Slug, e.Title)
+		}
+		sb.WriteString("\n")
+	}
+
+	sb.WriteString("## Non-negotiable rules\n\n")
+	sb.WriteString("1. Output ONLY a valid JSON array — no prose, no fences.\n")
+	sb.WriteString("2. Slugs are kebab-case: lowercase, spaces→hyphens, no special chars.\n")
+	sb.WriteString("3. Wikilinks: [[slug|Display Text]] — the pipe is required.\n")
+	sb.WriteString("4. Section links must match their section type.\n")
+	sb.WriteString("5. One source page per book — update it if inventory shows it exists.\n\n")
+
+	fmt.Fprintf(&sb, "## Source: %s\n\n", source)
+	sb.WriteString(content)
+
+	return sb.String()
+}

ingestion/internal/search/search.go

@@ -33,7 +33,12 @@ func Query(brainDir, query string, limit int) ([]Result, error) {
 
 	var results []Result
 
-	err := filepath.WalkDir(filepath.Join(brainDir, "knowledge"), func(path string, d os.DirEntry, err error) error {
+	for _, subdir := range []string{"knowledge", "wiki"} {
+		dir := filepath.Join(brainDir, subdir)
+		if _, statErr := os.Stat(dir); os.IsNotExist(statErr) {
+			continue
+		}
+		err := filepath.WalkDir(dir, func(path string, d os.DirEntry, err error) error {
 			if err != nil {
 				slog.Warn("search: skipping path", "path", path, "err", err)
 				return nil
@@ -74,6 +79,7 @@ func Query(brainDir, query string, limit int) ([]Result, error) {
 		if err != nil {
 			return nil, err
 		}
+	}
 
 	sort.Slice(results, func(i, j int) bool {
 		return results[i].Score > results[j].Score

ingestion/internal/watcher/watcher.go

@@ -0,0 +1,173 @@
+// ingestion/internal/watcher/watcher.go
+package watcher
+
+import (
+	"context"
+	"fmt"
+	"log/slog"
+	"os"
+	"path/filepath"
+	"strings"
+	"time"
+	"unicode"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
+)
+
+// Config holds watcher configuration.
+type Config struct {
+	BrainDir string
+	Interval time.Duration
+	Pipeline pipeline.Config
+}
+
+// Start launches the watcher in a background goroutine.
+// It returns immediately. The watcher stops when ctx is cancelled.
+func Start(ctx context.Context, cfg Config) {
+	go func() {
+		ticker := time.NewTicker(cfg.Interval)
+		defer ticker.Stop()
+		for {
+			select {
+			case <-ctx.Done():
+				return
+			case <-ticker.C:
+				date := time.Now().UTC().Format("2006-01-02")
+				errs := processDir(ctx, cfg, date)
+				for _, err := range errs {
+					slog.Error("watcher: error processing file", "error", err)
+				}
+			}
+		}
+	}()
+}
+
+// processDir walks brain/raw/, processes each eligible file, returns any errors encountered.
+func processDir(ctx context.Context, cfg Config, date string) []error {
+	rawDir := filepath.Join(cfg.BrainDir, "raw")
+
+	var errs []error
+	err := filepath.WalkDir(rawDir, func(path string, d os.DirEntry, err error) error {
+		if err != nil {
+			return err
+		}
+
+		// Skip the root itself.
+		if path == rawDir {
+			return nil
+		}
+
+		// Skip processed/ and failed/ subdirectories entirely.
+		if d.IsDir() {
+			name := d.Name()
+			if name == "processed" || name == "failed" {
+				return filepath.SkipDir
+			}
+			return nil
+		}
+
+		// Only process supported extensions.
+		ext := strings.ToLower(filepath.Ext(path))
+		if ext != ".md" && ext != ".txt" && ext != ".pdf" {
+			return nil
+		}
+
+		if err := processFile(ctx, cfg, path, date); err != nil {
+			errs = append(errs, fmt.Errorf("process %s: %w", filepath.Base(path), err))
+		}
+		return nil
+	})
+	if err != nil {
+		errs = append(errs, fmt.Errorf("walk raw dir: %w", err))
+	}
+	return errs
+}
+
+// processFile reads a file, calls pipeline.Run, moves it to processed/ or failed/.
+func processFile(ctx context.Context, cfg Config, path, date string) error {
+	filename := filepath.Base(path)
+	source := deriveSource(filename)
+
+	content, err := os.ReadFile(path)
+	if err != nil {
+		return fmt.Errorf("read file: %w", err)
+	}
+
+	_, runErr := pipeline.Run(ctx, cfg.Pipeline, cfg.BrainDir, string(content), source, false)
+	if runErr != nil {
+		// Move to failed/.
+		failedDir := filepath.Join(cfg.BrainDir, "raw", "failed")
+		if mkErr := os.MkdirAll(failedDir, 0o755); mkErr != nil {
+			return fmt.Errorf("mkdir failed dir: %w", mkErr)
+		}
+		dest := filepath.Join(failedDir, filename)
+		if mvErr := os.Rename(path, dest); mvErr != nil {
+			return fmt.Errorf("move to failed: %w", mvErr)
+		}
+
+		slog.Warn("watcher: file failed, moved to failed/", "file", filename, "error", runErr)
+
+		if logErr := appendWatcherLog(cfg.BrainDir, filename, runErr, date); logErr != nil {
+			slog.Error("watcher: failed to write log entry", "error", logErr)
+		}
+		// Return nil: the file was quarantined successfully; the error was already
+		// logged. Returning runErr would cause processDir to log it again at Error level.
+		return nil
+	}
+
+	// Move to processed/YYYY-MM-DD/.
+	processedDir := filepath.Join(cfg.BrainDir, "raw", "processed", date)
+	if err := os.MkdirAll(processedDir, 0o755); err != nil {
+		return fmt.Errorf("mkdir processed dir: %w", err)
+	}
+	dest := filepath.Join(processedDir, filename)
+	if _, err := os.Stat(dest); err == nil {
+		// File already exists in processed; append timestamp to avoid overwriting the archive.
+		ext := filepath.Ext(filename)
+		base := strings.TrimSuffix(filename, ext)
+		dest = filepath.Join(processedDir, base+"-"+time.Now().UTC().Format("150405")+ext)
+	}
+	if err := os.Rename(path, dest); err != nil {
+		return fmt.Errorf("move to processed: %w", err)
+	}
+
+	slog.Info("watcher: file processed", "file", filename, "source", source)
+	return nil
+}
+
+// deriveSource turns a filename into a human-readable source name.
+// "shape-up-book.md" → "Shape Up Book"
+func deriveSource(filename string) string {
+	// Strip extension.
+	name := strings.TrimSuffix(filename, filepath.Ext(filename))
+	// Split on hyphens.
+	words := strings.Split(name, "-")
+	// Title-case each word.
+	for i, w := range words {
+		if w == "" {
+			continue
+		}
+		runes := []rune(w)
+		runes[0] = unicode.ToUpper(runes[0])
+		words[i] = string(runes)
+	}
+	return strings.Join(words, " ")
+}
+
+// appendWatcherLog appends a watcher error entry to brain/log.md.
+func appendWatcherLog(brainDir, filename string, runErr error, date string) error {
+	entry := fmt.Sprintf("## %s — watcher error\n\n- **File:** %s\n- **Error:** %s\n\n",
+		date, filename, runErr.Error())
+
+	logPath := filepath.Join(brainDir, "log.md")
+	f, err := os.OpenFile(logPath, os.O_APPEND|os.O_CREATE|os.O_WRONLY, 0o644)
+	if err != nil {
+		return fmt.Errorf("open log: %w", err)
+	}
+	defer f.Close()
+
+	if _, err = f.WriteString(entry); err != nil {
+		return fmt.Errorf("write log: %w", err)
+	}
+	return nil
+}

ingestion/internal/watcher/watcher_test.go

@@ -0,0 +1,219 @@
+// ingestion/internal/watcher/watcher_test.go
+package watcher
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"os"
+	"path/filepath"
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+
+	"github.com/mathiasbq/hyperguild/ingestion/internal/pipeline"
+	"github.com/mathiasbq/hyperguild/ingestion/internal/wiki"
+)
+
+// successComplete returns a valid JSON-encoded page array for any call.
+func successComplete(page wiki.Page) pipeline.CompleteFunc {
+	return func(ctx context.Context, system, user string) (string, error) {
+		b, err := json.Marshal([]wiki.Page{page})
+		if err != nil {
+			return "", err
+		}
+		return string(b), nil
+	}
+}
+
+// errorComplete always returns an error simulating an LLM failure.
+func errorComplete(_ context.Context, _, _ string) (string, error) {
+	return "", fmt.Errorf("LLM unavailable")
+}
+
+func setupBrainDir(t *testing.T) string {
+	t.Helper()
+	brainDir := t.TempDir()
+	for _, sub := range []string{"wiki/concepts", "wiki/entities", "wiki/sources", "raw"} {
+		require.NoError(t, os.MkdirAll(filepath.Join(brainDir, sub), 0o755))
+	}
+	return brainDir
+}
+
+func TestStart_ProcessesFile(t *testing.T) {
+	brainDir := setupBrainDir(t)
+
+	// Place a .md file in raw/.
+	rawFile := filepath.Join(brainDir, "raw", "shape-up-book.md")
+	require.NoError(t, os.WriteFile(rawFile, []byte("Content about Shape Up."), 0o644))
+
+	date := time.Now().UTC().Format("2006-01-02")
+	wikiPage := wiki.Page{
+		Path:    "wiki/sources/shape-up-book.md",
+		Content: "---\ntitle: Shape Up Book\ntype: article\ndomain: product-management\ndate_ingested: " + date + "\nlast_updated: " + date + "\naliases:\n  - Shape Up Book\n---\n\n## Summary\n\nA book about Shape Up.\n",
+	}
+
+	cfg := Config{
+		BrainDir: brainDir,
+		Interval: 50 * time.Millisecond,
+		Pipeline: pipeline.Config{
+			Complete:  successComplete(wikiPage),
+			ChunkSize: 0,
+			Schema:    "# Schema\nThree page types.",
+		},
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 3*time.Second)
+	defer cancel()
+
+	Start(ctx, cfg)
+
+	// Poll until the file is moved to processed/.
+	processedPath := filepath.Join(brainDir, "raw", "processed", date, "shape-up-book.md")
+	var found bool
+	deadline := time.Now().Add(2 * time.Second)
+	for time.Now().Before(deadline) {
+		if _, err := os.Stat(processedPath); err == nil {
+			found = true
+			break
+		}
+		time.Sleep(20 * time.Millisecond)
+	}
+	require.True(t, found, "file should be moved to processed/")
+
+	// Original file should be gone.
+	_, err := os.Stat(rawFile)
+	assert.True(t, os.IsNotExist(err), "original file should be gone from raw/")
+
+	// Wiki page should exist.
+	wikiPath := filepath.Join(brainDir, "wiki", "sources", "shape-up-book.md")
+	_, err = os.Stat(wikiPath)
+	assert.NoError(t, err, "wiki page should be written")
+
+	// log.md should contain an ingest record.
+	logContent, err := os.ReadFile(filepath.Join(brainDir, "log.md"))
+	require.NoError(t, err)
+	assert.Contains(t, string(logContent), "— ingest")
+}
+
+func TestStart_MovesToFailedOnError(t *testing.T) {
+	brainDir := setupBrainDir(t)
+
+	rawFile := filepath.Join(brainDir, "raw", "bad-file.md")
+	require.NoError(t, os.WriteFile(rawFile, []byte("Some content."), 0o644))
+
+	cfg := Config{
+		BrainDir: brainDir,
+		Interval: 50 * time.Millisecond,
+		Pipeline: pipeline.Config{
+			Complete:  errorComplete,
+			ChunkSize: 0,
+			Schema:    "# Schema\nThree page types.",
+		},
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 3*time.Second)
+	defer cancel()
+
+	Start(ctx, cfg)
+
+	// Poll until the file is moved to failed/.
+	failedPath := filepath.Join(brainDir, "raw", "failed", "bad-file.md")
+	var found bool
+	deadline := time.Now().Add(2 * time.Second)
+	for time.Now().Before(deadline) {
+		if _, err := os.Stat(failedPath); err == nil {
+			found = true
+			break
+		}
+		time.Sleep(20 * time.Millisecond)
+	}
+	require.True(t, found, "file should be moved to failed/")
+
+	// Original file should be gone from raw/.
+	_, err := os.Stat(rawFile)
+	assert.True(t, os.IsNotExist(err), "original file should be gone from raw/")
+
+	// log.md should contain a watcher error entry.
+	logContent, err := os.ReadFile(filepath.Join(brainDir, "log.md"))
+	require.NoError(t, err)
+	assert.Contains(t, string(logContent), "— watcher error")
+	assert.Contains(t, string(logContent), "bad-file.md")
+}
+
+func TestDeriveSource(t *testing.T) {
+	tests := []struct {
+		filename string
+		want     string
+	}{
+		{"shape-up-book.md", "Shape Up Book"},
+		{"raft-consensus.txt", "Raft Consensus"},
+		{"my-note.md", "My Note"},
+		{"single.md", "Single"},
+		{"no-extension", "No Extension"},
+	}
+
+	for _, tc := range tests {
+		t.Run(tc.filename, func(t *testing.T) {
+			got := deriveSource(tc.filename)
+			assert.Equal(t, tc.want, got)
+		})
+	}
+}
+
+func TestProcessDir_SkipsSubdirs(t *testing.T) {
+	brainDir := setupBrainDir(t)
+
+	// Create processed/ and failed/ subdirs with files inside.
+	for _, sub := range []string{"processed/2026-04-22", "failed"} {
+		require.NoError(t, os.MkdirAll(filepath.Join(brainDir, "raw", sub), 0o755))
+	}
+
+	processedFile := filepath.Join(brainDir, "raw", "processed", "2026-04-22", "old-file.md")
+	failedFile := filepath.Join(brainDir, "raw", "failed", "broken-file.md")
+	require.NoError(t, os.WriteFile(processedFile, []byte("old"), 0o644))
+	require.NoError(t, os.WriteFile(failedFile, []byte("broken"), 0o644))
+
+	// Also place a valid file in raw/ root that should be processed.
+	validFile := filepath.Join(brainDir, "raw", "valid.md")
+	require.NoError(t, os.WriteFile(validFile, []byte("valid content"), 0o644))
+
+	date := time.Now().UTC().Format("2006-01-02")
+
+	// Track which sources were passed to Complete.
+	var processedSources []string
+	completeFn := func(ctx context.Context, system, user string) (string, error) {
+		// Record that this was called; return a minimal valid page.
+		page := wiki.Page{
+			Path:    "wiki/sources/valid.md",
+			Content: "---\ntitle: Valid\n---\n\n## Summary\n\nValid.\n",
+		}
+		b, _ := json.Marshal([]wiki.Page{page})
+		processedSources = append(processedSources, "called")
+		return string(b), nil
+	}
+
+	cfg := Config{
+		BrainDir: brainDir,
+		Interval: time.Hour, // not used; we call processDir directly
+		Pipeline: pipeline.Config{
+			Complete:  completeFn,
+			ChunkSize: 0,
+			Schema:    "# Schema\nThree page types.",
+		},
+	}
+
+	errs := processDir(context.Background(), cfg, date)
+	assert.Empty(t, errs, "no errors expected")
+
+	// Complete should have been called exactly once (for valid.md, not for files in subdirs).
+	assert.Len(t, processedSources, 1, "only the file in raw/ root should be processed")
+
+	// Files in processed/ and failed/ must remain untouched.
+	_, err := os.Stat(processedFile)
+	assert.NoError(t, err, "processed subdir file should be untouched")
+	_, err = os.Stat(failedFile)
+	assert.NoError(t, err, "failed subdir file should be untouched")
+}

ingestion/internal/wiki/index.go

@@ -0,0 +1,71 @@
+// ingestion/internal/wiki/index.go
+package wiki
+
+import (
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+)
+
+// RebuildIndex writes brain/wiki/index.md from the current wiki contents.
+func RebuildIndex(brainDir, date string) error {
+	inv, err := LoadInventory(brainDir)
+	if err != nil {
+		return fmt.Errorf("load inventory: %w", err)
+	}
+
+	total := len(inv[PageTypeConcept]) + len(inv[PageTypeEntity]) + len(inv[PageTypeSource])
+	var sb strings.Builder
+	fmt.Fprintf(&sb, "# Wiki Index\n\n")
+	fmt.Fprintf(&sb, "_Updated: %s — %d pages (%d concepts, %d entities, %d sources)_\n\n",
+		date, total,
+		len(inv[PageTypeConcept]),
+		len(inv[PageTypeEntity]),
+		len(inv[PageTypeSource]))
+
+	for _, pt := range []PageType{PageTypeConcept, PageTypeEntity, PageTypeSource} {
+		entries := inv[pt]
+		if len(entries) == 0 {
+			continue
+		}
+		label := strings.ToUpper(string(pt)[:1]) + string(pt)[1:]
+		fmt.Fprintf(&sb, "## %s\n\n", label)
+		for _, e := range entries {
+			summary := pageFirstSentence(brainDir, e)
+			if summary != "" {
+				fmt.Fprintf(&sb, "- [[%s|%s]] — %s\n", e.Slug, e.Title, summary)
+			} else {
+				fmt.Fprintf(&sb, "- [[%s|%s]]\n", e.Slug, e.Title)
+			}
+		}
+		sb.WriteString("\n")
+	}
+
+	dest := filepath.Join(brainDir, "wiki", "index.md")
+	return os.WriteFile(dest, []byte(sb.String()), 0o644)
+}
+
+func pageFirstSentence(brainDir string, e Entry) string {
+	path := filepath.Join(brainDir, "wiki", string(e.Type), e.Slug+".md")
+	content, err := os.ReadFile(path)
+	if err != nil {
+		return ""
+	}
+	parts := strings.SplitN(string(content), "---", 3)
+	body := string(content)
+	if len(parts) == 3 {
+		body = parts[2]
+	}
+	for _, line := range strings.Split(body, "\n") {
+		line = strings.TrimSpace(line)
+		if line == "" || strings.HasPrefix(line, "#") {
+			continue
+		}
+		if len(line) > 100 {
+			return line[:100] + "…"
+		}
+		return line
+	}
+	return ""
+}

ingestion/internal/wiki/index_test.go

@@ -0,0 +1,76 @@
+// ingestion/internal/wiki/index_test.go
+package wiki
+
+import (
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func setupWikiDir(t *testing.T) string {
+	t.Helper()
+	dir := t.TempDir()
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "concepts"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "entities"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "sources"), 0o755))
+	require.NoError(t, os.WriteFile(
+		filepath.Join(dir, "wiki", "concepts", "tdd.md"),
+		[]byte("---\ntitle: TDD\n---\n\n## Definition\n\nTest-driven development is a discipline.\n"),
+		0o644,
+	))
+	return dir
+}
+
+func TestRebuildIndex(t *testing.T) {
+	dir := setupWikiDir(t)
+	require.NoError(t, RebuildIndex(dir, "2026-04-22"))
+
+	content, err := os.ReadFile(filepath.Join(dir, "wiki", "index.md"))
+	require.NoError(t, err)
+	s := string(content)
+	assert.Contains(t, s, "# Wiki Index")
+	assert.Contains(t, s, "2026-04-22")
+	assert.Contains(t, s, "[[tdd|TDD]]")
+	assert.Contains(t, s, "## Concepts")
+}
+
+func TestRebuildIndex_EmptyWiki(t *testing.T) {
+	dir := t.TempDir()
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "concepts"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "entities"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "sources"), 0o755))
+
+	require.NoError(t, RebuildIndex(dir, "2026-04-22"))
+	content, err := os.ReadFile(filepath.Join(dir, "wiki", "index.md"))
+	require.NoError(t, err)
+	assert.Contains(t, string(content), "# Wiki Index")
+}
+
+func TestAppendLog(t *testing.T) {
+	dir := t.TempDir()
+	require.NoError(t, AppendLog(dir, "shape-up-book",
+		[]string{"wiki/sources/shape-up.md", "wiki/concepts/betting-table.md"},
+		nil, "2026-04-22"))
+
+	content, err := os.ReadFile(filepath.Join(dir, "log.md"))
+	require.NoError(t, err)
+	s := string(content)
+	assert.Contains(t, s, "shape-up-book")
+	assert.Contains(t, s, "wiki/sources/shape-up.md")
+	assert.True(t, strings.HasPrefix(s, "## 2026-04-22"))
+}
+
+func TestAppendLog_AppendsOnSecondCall(t *testing.T) {
+	dir := t.TempDir()
+	require.NoError(t, AppendLog(dir, "source-a", []string{"wiki/sources/a.md"}, nil, "2026-04-22"))
+	require.NoError(t, AppendLog(dir, "source-b", []string{"wiki/sources/b.md"}, nil, "2026-04-22"))
+
+	content, err := os.ReadFile(filepath.Join(dir, "log.md"))
+	require.NoError(t, err)
+	assert.Contains(t, string(content), "source-a")
+	assert.Contains(t, string(content), "source-b")
+}

ingestion/internal/wiki/inventory.go

@@ -0,0 +1,69 @@
+// ingestion/internal/wiki/inventory.go
+package wiki
+
+import (
+	"bufio"
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+)
+
+// LoadInventory walks brain/wiki/ and returns all pages grouped by type.
+// Missing subdirectories are silently skipped.
+func LoadInventory(brainDir string) (map[PageType][]Entry, error) {
+	result := map[PageType][]Entry{
+		PageTypeConcept: {},
+		PageTypeEntity:  {},
+		PageTypeSource:  {},
+	}
+	for pt := range result {
+		dir := filepath.Join(brainDir, "wiki", string(pt))
+		entries, err := os.ReadDir(dir)
+		if os.IsNotExist(err) {
+			continue
+		}
+		if err != nil {
+			return nil, fmt.Errorf("read dir %s: %w", dir, err)
+		}
+		for _, e := range entries {
+			if e.IsDir() || !strings.HasSuffix(e.Name(), ".md") {
+				continue
+			}
+			slug := strings.TrimSuffix(e.Name(), ".md")
+			path := filepath.Join(dir, e.Name())
+			title := readTitle(path, slug)
+			result[pt] = append(result[pt], Entry{Slug: slug, Title: title, Type: pt})
+		}
+	}
+	return result, nil
+}
+
+// readTitle extracts the title from YAML frontmatter, falling back to slug.
+func readTitle(path, fallback string) string {
+	f, err := os.Open(path)
+	if err != nil {
+		return fallback
+	}
+	defer f.Close()
+
+	scanner := bufio.NewScanner(f)
+	inFM := false
+	for scanner.Scan() {
+		line := scanner.Text()
+		if strings.TrimSpace(line) == "---" {
+			if !inFM {
+				inFM = true
+				continue
+			}
+			break
+		}
+		if inFM {
+			key, val, ok := strings.Cut(line, ":")
+			if ok && strings.TrimSpace(key) == "title" {
+				return strings.Trim(strings.TrimSpace(val), `"'`)
+			}
+		}
+	}
+	return fallback
+}

ingestion/internal/wiki/inventory_test.go

@@ -0,0 +1,62 @@
+// ingestion/internal/wiki/inventory_test.go
+package wiki
+
+import (
+	"os"
+	"path/filepath"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestLoadInventory(t *testing.T) {
+	dir := t.TempDir()
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "concepts"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "entities"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "sources"), 0o755))
+
+	require.NoError(t, os.WriteFile(
+		filepath.Join(dir, "wiki", "concepts", "domain-driven-design.md"),
+		[]byte("---\ntitle: Domain Driven Design\n---\n\n## Definition\n\nA thing.\n"),
+		0o644,
+	))
+	require.NoError(t, os.WriteFile(
+		filepath.Join(dir, "wiki", "entities", "ryan-singer.md"),
+		[]byte("---\ntitle: Ryan Singer\n---\n\n## Description\n\nDesigner.\n"),
+		0o644,
+	))
+
+	inv, err := LoadInventory(dir)
+	require.NoError(t, err)
+
+	assert.Len(t, inv[PageTypeConcept], 1)
+	assert.Equal(t, "domain-driven-design", inv[PageTypeConcept][0].Slug)
+	assert.Equal(t, "Domain Driven Design", inv[PageTypeConcept][0].Title)
+
+	assert.Len(t, inv[PageTypeEntity], 1)
+	assert.Equal(t, "ryan-singer", inv[PageTypeEntity][0].Slug)
+
+	assert.Empty(t, inv[PageTypeSource])
+}
+
+func TestLoadInventory_EmptyDirs(t *testing.T) {
+	dir := t.TempDir()
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "concepts"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "entities"), 0o755))
+	require.NoError(t, os.MkdirAll(filepath.Join(dir, "wiki", "sources"), 0o755))
+
+	inv, err := LoadInventory(dir)
+	require.NoError(t, err)
+	assert.Empty(t, inv[PageTypeConcept])
+	assert.Empty(t, inv[PageTypeEntity])
+	assert.Empty(t, inv[PageTypeSource])
+}
+
+func TestLoadInventory_MissingDirsOk(t *testing.T) {
+	dir := t.TempDir()
+	// No wiki/ subdirs at all
+	inv, err := LoadInventory(dir)
+	require.NoError(t, err)
+	assert.NotNil(t, inv)
+}

ingestion/internal/wiki/log.go

@@ -0,0 +1,40 @@
+// ingestion/internal/wiki/log.go
+package wiki
+
+import (
+	"fmt"
+	"os"
+	"path/filepath"
+	"strings"
+)
+
+// AppendLog appends one ingestion record to brain/log.md.
+func AppendLog(brainDir, source string, pages, warnings []string, date string) error {
+	var sb strings.Builder
+	fmt.Fprintf(&sb, "## %s — ingest\n\n", date)
+	fmt.Fprintf(&sb, "- **Source:** %s\n", source)
+	if len(pages) > 0 {
+		sb.WriteString("- **Pages written:**\n")
+		for _, p := range pages {
+			fmt.Fprintf(&sb, "  - %s\n", p)
+		}
+	}
+	if len(warnings) > 0 {
+		sb.WriteString("- **Warnings:**\n")
+		for _, w := range warnings {
+			fmt.Fprintf(&sb, "  - %s\n", w)
+		}
+	}
+	sb.WriteString("\n")
+
+	logPath := filepath.Join(brainDir, "log.md")
+	f, err := os.OpenFile(logPath, os.O_APPEND|os.O_CREATE|os.O_WRONLY, 0o644)
+	if err != nil {
+		return fmt.Errorf("open log: %w", err)
+	}
+	defer f.Close()
+	if _, err = f.WriteString(sb.String()); err != nil {
+		return fmt.Errorf("write log: %w", err)
+	}
+	return nil
+}

ingestion/internal/wiki/merge.go

@@ -0,0 +1,120 @@
+// ingestion/internal/wiki/merge.go
+package wiki
+
+import (
+	"fmt"
+	"strings"
+)
+
+var bulletSections = map[string]bool{
+	"Related Concepts":                  true,
+	"Related Entities":                  true,
+	"Sources":                           true,
+	"Key Claims":                        true,
+	"Entities Mentioned":                true,
+	"Concepts Introduced or Reinforced": true,
+	"Chapters":                          true,
+}
+
+var appendSections = map[string]bool{
+	"Evolving Notes":        true,
+	"Updates":               true,
+	"Open Questions Raised": true,
+	"Open Questions":        true,
+}
+
+type section struct {
+	heading string
+	content string
+}
+
+// Merge combines two Page values with the same path.
+// Frontmatter is taken from a. Sections are merged by strategy:
+// bullet sections union unique lines, append sections concatenate,
+// all others keep a's version. Sections in b not present in a are appended.
+func Merge(a, b Page) Page {
+	fmA, secsA := parseSections(a.Content)
+	_, secsB := parseSections(b.Content)
+
+	idx := make(map[string]int, len(secsA))
+	for i, s := range secsA {
+		idx[s.heading] = i
+	}
+
+	for _, sB := range secsB {
+		i, exists := idx[sB.heading]
+		if !exists {
+			idx[sB.heading] = len(secsA)
+			secsA = append(secsA, sB)
+			continue
+		}
+		sA := secsA[i]
+		switch {
+		case bulletSections[sB.heading]:
+			secsA[i].content = mergeBullets(sA.content, sB.content)
+		case appendSections[sB.heading]:
+			secsA[i].content = strings.TrimRight(sA.content, "\n") + "\n\n" + strings.TrimLeft(sB.content, "\n")
+		}
+	}
+
+	return Page{Path: a.Path, Content: rebuildContent(fmA, secsA)}
+}
+
+func parseSections(markdown string) (frontmatter string, sections []section) {
+	lines := strings.Split(markdown, "\n")
+	i := 0
+
+	if i < len(lines) && strings.TrimSpace(lines[i]) == "---" {
+		i++
+		var fmLines []string
+		for i < len(lines) {
+			if strings.TrimSpace(lines[i]) == "---" {
+				i++
+				break
+			}
+			fmLines = append(fmLines, lines[i])
+			i++
+		}
+		frontmatter = fmt.Sprintf("---\n%s\n---\n", strings.Join(fmLines, "\n"))
+	}
+
+	var cur *section
+	for ; i < len(lines); i++ {
+		line := lines[i]
+		if strings.HasPrefix(line, "## ") {
+			if cur != nil {
+				sections = append(sections, *cur)
+			}
+			cur = &section{heading: strings.TrimPrefix(line, "## ")}
+		} else if cur != nil {
+			cur.content += line + "\n"
+		}
+	}
+	if cur != nil {
+		sections = append(sections, *cur)
+	}
+	return
+}
+
+func rebuildContent(frontmatter string, sections []section) string {
+	var sb strings.Builder
+	sb.WriteString(frontmatter)
+	for _, sec := range sections {
+		fmt.Fprintf(&sb, "\n## %s\n\n%s", sec.heading, sec.content)
+	}
+	return sb.String()
+}
+
+func mergeBullets(a, b string) string {
+	seen := make(map[string]bool)
+	var lines []string
+	for _, line := range strings.Split(a+b, "\n") {
+		trimmed := strings.TrimSpace(line)
+		if trimmed == "" || seen[trimmed] {
+			continue
+		}
+		seen[trimmed] = true
+		lines = append(lines, line)
+	}
+	return strings.Join(lines, "\n") + "\n"
+}

ingestion/internal/wiki/merge_test.go

@@ -0,0 +1,55 @@
+// ingestion/internal/wiki/merge_test.go
+package wiki
+
+import (
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestMerge_BulletSectionsUnion(t *testing.T) {
+	a := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Related Concepts\n\n- [[bar|Bar]]\n"}
+	b := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Related Concepts\n\n- [[bar|Bar]]\n- [[baz|Baz]]\n"}
+
+	got := Merge(a, b)
+	assert.Contains(t, got.Content, "[[bar|Bar]]")
+	assert.Contains(t, got.Content, "[[baz|Baz]]")
+	assert.Equal(t, 1, strings.Count(got.Content, "[[bar|Bar]]"))
+}
+
+func TestMerge_AppendSections(t *testing.T) {
+	a := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Evolving Notes\n\nFirst note.\n"}
+	b := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Evolving Notes\n\nSecond note.\n"}
+
+	got := Merge(a, b)
+	assert.Contains(t, got.Content, "First note.")
+	assert.Contains(t, got.Content, "Second note.")
+}
+
+func TestMerge_KeepFirstForOtherSections(t *testing.T) {
+	a := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Definition\n\nFirst definition.\n"}
+	b := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Definition\n\nSecond definition.\n"}
+
+	got := Merge(a, b)
+	assert.Contains(t, got.Content, "First definition.")
+	assert.NotContains(t, got.Content, "Second definition.")
+}
+
+func TestMerge_NewSectionFromB(t *testing.T) {
+	a := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Definition\n\nA thing.\n"}
+	b := Page{Path: "wiki/concepts/foo.md", Content: "---\ntitle: Foo\n---\n\n## Why It Matters\n\nBecause reasons.\n"}
+
+	got := Merge(a, b)
+	assert.Contains(t, got.Content, "A thing.")
+	assert.Contains(t, got.Content, "Because reasons.")
+}
+
+func TestMerge_KeepsFrontmatterFromA(t *testing.T) {
+	a := Page{Path: "p.md", Content: "---\ntitle: A\nlast_updated: 2026-01-01\n---\n\n## Definition\n\nA.\n"}
+	b := Page{Path: "p.md", Content: "---\ntitle: B\nlast_updated: 2026-06-01\n---\n\n## Definition\n\nB.\n"}
+
+	got := Merge(a, b)
+	assert.Contains(t, got.Content, "title: A")
+	assert.NotContains(t, got.Content, "title: B")
+}

ingestion/internal/wiki/slug.go

@@ -0,0 +1,28 @@
+// ingestion/internal/wiki/slug.go
+package wiki
+
+import (
+	"strings"
+	"unicode"
+)
+
+// Slug converts a title to a kebab-case slug suitable for wiki filenames.
+// Rules: lowercase, spaces/hyphens/underscores → hyphens, strip everything else.
+func Slug(title string) string {
+	var b strings.Builder
+	prevHyphen := true // start true to trim leading hyphens
+	for _, r := range strings.ToLower(title) {
+		switch {
+		case r == ' ' || r == '-' || r == '_':
+			if !prevHyphen {
+				b.WriteRune('-')
+				prevHyphen = true
+			}
+		case unicode.IsLetter(r) || unicode.IsDigit(r):
+			b.WriteRune(r)
+			prevHyphen = false
+		// all other characters (apostrophes, colons, dots, etc.) are dropped
+		}
+	}
+	return strings.TrimRight(b.String(), "-")
+}

ingestion/internal/wiki/slug_test.go

@@ -0,0 +1,29 @@
+// ingestion/internal/wiki/slug_test.go
+package wiki
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestSlug(t *testing.T) {
+	tests := []struct {
+		input string
+		want  string
+	}{
+		{"Domain Driven Design", "domain-driven-design"},
+		{"It's Complicated", "its-complicated"},
+		{"gRPC", "grpc"},
+		{"GPT-4o", "gpt-4o"},
+		{"Property 1: It's Rough", "property-1-its-rough"},
+		{"  leading spaces  ", "leading-spaces"},
+		{"multiple   spaces", "multiple-spaces"},
+		{"already-kebab", "already-kebab"},
+	}
+	for _, tc := range tests {
+		t.Run(tc.input, func(t *testing.T) {
+			assert.Equal(t, tc.want, Slug(tc.input))
+		})
+	}
+}

ingestion/internal/wiki/types.go

@@ -0,0 +1,24 @@
+// ingestion/internal/wiki/types.go
+package wiki
+
+// PageType identifies the wiki subdirectory for a page.
+type PageType string
+
+const (
+	PageTypeConcept PageType = "concepts"
+	PageTypeEntity  PageType = "entities"
+	PageTypeSource  PageType = "sources"
+)
+
+// Page is a wiki page to be written to disk.
+type Page struct {
+	Path    string // relative to brainDir, e.g. "wiki/sources/foo.md"
+	Content string // full markdown including YAML frontmatter
+}
+
+// Entry is a summary of an existing wiki page used to build the inventory.
+type Entry struct {
+	Slug  string
+	Title string
+	Type  PageType
+}

internal/config/config.go

@@ -9,6 +9,8 @@ type Config struct {
 	ConfigDir      string // SUPERVISOR_CONFIG_DIR, default ./config/supervisor
 	ModelsFile     string // SUPERVISOR_MODELS_FILE, default <ConfigDir>/../models.yaml
 	IngestBaseURL  string // INGEST_BASE_URL, default http://localhost:3300
+	IngestSvcURL   string // INGEST_SVC_URL — base URL for brain_ingest (/ingest, /ingest-path)
+	KBRetrievalURL string // KB_RETRIEVAL_URL — base URL for brain_search
 	SessionsDir    string // SUPERVISOR_SESSIONS_DIR, default ./brain/sessions
 	BrainDir       string // SUPERVISOR_BRAIN_DIR, default ./brain
 }
@@ -22,6 +24,8 @@ func Load() (Config, error) {
 	}
 	cfg.ModelsFile = envOr("SUPERVISOR_MODELS_FILE", cfg.ConfigDir+"/../models.yaml")
 	cfg.IngestBaseURL = envOr("INGEST_BASE_URL", "http://localhost:3300")
+	cfg.IngestSvcURL = envOr("INGEST_SVC_URL", "")
+	cfg.KBRetrievalURL = envOr("KB_RETRIEVAL_URL", "")
 	cfg.SessionsDir = envOr("SUPERVISOR_SESSIONS_DIR", "./brain/sessions")
 	cfg.BrainDir = envOr("SUPERVISOR_BRAIN_DIR", "./brain")
 	return cfg, nil

internal/skills/brain/handlers.go

@@ -10,13 +10,17 @@ import (
 	"net/http"
 )
 
-// Handle dispatches brain_query and brain_write tool calls.
+// Handle dispatches brain tool calls.
 func (s *Skill) Handle(ctx context.Context, tool string, args json.RawMessage) (json.RawMessage, error) {
 	switch tool {
 	case "brain_query":
 		return s.query(ctx, args)
 	case "brain_write":
 		return s.write(ctx, args)
+	case "brain_ingest":
+		return s.ingest(ctx, args)
+	case "brain_search":
+		return s.search(ctx, args)
 	default:
 		return nil, fmt.Errorf("unknown brain tool: %s", tool)
 	}
@@ -59,12 +63,74 @@ func (s *Skill) write(ctx context.Context, args json.RawMessage) (json.RawMessag
 	return s.post(ctx, "/write", a)
 }
 
+type ingestArgs struct {
+	Content string `json:"content,omitempty"`
+	Source  string `json:"source,omitempty"`
+	Path    string `json:"path,omitempty"`
+	DryRun  bool   `json:"dry_run,omitempty"`
+}
+
+func (s *Skill) ingest(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
+	var a ingestArgs
+	if err := json.Unmarshal(args, &a); err != nil {
+		return nil, fmt.Errorf("parse args: %w", err)
+	}
+	if s.cfg.IngestSvcURL == "" {
+		return nil, fmt.Errorf("brain_ingest: INGEST_SVC_URL not configured")
+	}
+	if a.Path != "" && a.Content != "" {
+		return nil, fmt.Errorf("path and content+source are mutually exclusive: provide one or the other")
+	}
+	if a.Path != "" {
+		return s.postTo(ctx, s.cfg.IngestSvcURL+"/ingest-path", map[string]any{
+			"path":    a.Path,
+			"source":  a.Source,
+			"dry_run": a.DryRun,
+		})
+	}
+	if a.Content != "" && a.Source != "" {
+		return s.postTo(ctx, s.cfg.IngestSvcURL+"/ingest", map[string]any{
+			"content": a.Content,
+			"source":  a.Source,
+			"dry_run": a.DryRun,
+		})
+	}
+	return nil, fmt.Errorf("either content+source or path is required")
+}
+
+type searchArgs struct {
+	Query      string `json:"query"`
+	Collection string `json:"collection,omitempty"`
+	Limit      int    `json:"limit,omitempty"`
+}
+
+func (s *Skill) search(ctx context.Context, args json.RawMessage) (json.RawMessage, error) {
+	var a searchArgs
+	if err := json.Unmarshal(args, &a); err != nil {
+		return nil, fmt.Errorf("parse args: %w", err)
+	}
+	if a.Query == "" {
+		return nil, fmt.Errorf("query is required")
+	}
+	if a.Limit == 0 {
+		a.Limit = 5
+	}
+	if s.cfg.KBRetrievalURL == "" {
+		return nil, fmt.Errorf("brain_search: KB_RETRIEVAL_URL not configured")
+	}
+	return s.postTo(ctx, s.cfg.KBRetrievalURL+"/api/v1/search", a)
+}
+
 func (s *Skill) post(ctx context.Context, path string, body any) (json.RawMessage, error) {
+	return s.postTo(ctx, s.cfg.IngestBaseURL+path, body)
+}
+
+func (s *Skill) postTo(ctx context.Context, url string, body any) (json.RawMessage, error) {
 	b, err := json.Marshal(body)
 	if err != nil {
 		return nil, fmt.Errorf("marshal request: %w", err)
 	}
-	req, err := http.NewRequestWithContext(ctx, http.MethodPost, s.cfg.IngestBaseURL+path, bytes.NewReader(b))
+	req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(b))
 	if err != nil {
 		return nil, fmt.Errorf("build request: %w", err)
 	}

internal/skills/brain/handlers_test.go

@@ -63,3 +63,60 @@ func TestHandle_UnknownTool_ReturnsError(t *testing.T) {
 	_, err := s.Handle(context.Background(), "brain_unknown", nil)
 	assert.Error(t, err)
 }
+
+func TestIngest_RoutesToIngestPath(t *testing.T) {
+	var capturedPath string
+	var capturedBody map[string]any
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		capturedPath = r.URL.Path
+		require.NoError(t, json.NewDecoder(r.Body).Decode(&capturedBody))
+		_ = json.NewEncoder(w).Encode(map[string]any{"pages": []string{"wiki/foo.md"}})
+	}))
+	defer srv.Close()
+
+	s := brain.New(brain.Config{IngestSvcURL: srv.URL})
+	args, _ := json.Marshal(map[string]any{"path": "/tmp/some-file.md"})
+	out, err := s.Handle(context.Background(), "brain_ingest", args)
+	require.NoError(t, err)
+
+	assert.Equal(t, "/ingest-path", capturedPath)
+	assert.Equal(t, "/tmp/some-file.md", capturedBody["path"])
+
+	var result map[string]any
+	require.NoError(t, json.Unmarshal(out, &result))
+	pages := result["pages"].([]any)
+	assert.Len(t, pages, 1)
+}
+
+func TestIngest_RoutesToIngest(t *testing.T) {
+	var capturedPath string
+	var capturedBody map[string]any
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		capturedPath = r.URL.Path
+		require.NoError(t, json.NewDecoder(r.Body).Decode(&capturedBody))
+		_ = json.NewEncoder(w).Encode(map[string]any{"pages": []string{"wiki/bar.md"}})
+	}))
+	defer srv.Close()
+
+	s := brain.New(brain.Config{IngestSvcURL: srv.URL})
+	args, _ := json.Marshal(map[string]any{"content": "some content", "source": "my-source.md"})
+	out, err := s.Handle(context.Background(), "brain_ingest", args)
+	require.NoError(t, err)
+
+	assert.Equal(t, "/ingest", capturedPath)
+	assert.Equal(t, "some content", capturedBody["content"])
+	assert.Equal(t, "my-source.md", capturedBody["source"])
+
+	var result map[string]any
+	require.NoError(t, json.Unmarshal(out, &result))
+	pages := result["pages"].([]any)
+	assert.Len(t, pages, 1)
+}
+
+func TestIngest_MissingRequiredFields(t *testing.T) {
+	s := brain.New(brain.Config{IngestSvcURL: "http://localhost:3300"})
+	args, _ := json.Marshal(map[string]any{})
+	_, err := s.Handle(context.Background(), "brain_ingest", args)
+	require.Error(t, err)
+	assert.Contains(t, err.Error(), "either content+source or path is required")
+}

internal/skills/brain/skill.go

@@ -9,7 +9,9 @@ import (
 
 // Config holds brain skill configuration.
 type Config struct {
-	IngestBaseURL string // base URL of the ingestion HTTP server, e.g. http://localhost:3300
+	IngestBaseURL  string // base URL of the ingestion HTTP server (brain_query, brain_write)
+	IngestSvcURL   string // base URL of the ingestion-svc HTTP server (brain_ingest)
+	KBRetrievalURL string // base URL of the kb-retrieval server (brain_search)
 }
 
 // Skill implements registry.Skill for brain_query and brain_write.
@@ -32,10 +34,10 @@ func (s *Skill) Tools() []registry.ToolDef {
 	str := map[string]any{"type": "string"}
 	num := map[string]any{"type": "integer"}
 
-	return []registry.ToolDef{
+	tools := []registry.ToolDef{
 		{
 			Name:        "brain_query",
-			Description: "Search the hyperguild brain wiki for relevant knowledge. Call this before starting any significant task.",
+			Description: "BM25 full-text search across brain/knowledge/ and brain/wiki/ markdown files. Fast, no embeddings needed. Call before any significant task.",
 			InputSchema: schema([]string{"query"}, map[string]any{
 				"query": str,
 				"limit": num,
@@ -43,7 +45,7 @@ func (s *Skill) Tools() []registry.ToolDef {
 		},
 		{
 			Name:        "brain_write",
-			Description: "Write a raw knowledge note to the brain for later ingestion into the wiki.",
+			Description: "Write a raw knowledge note to brain/knowledge/ for later ingestion.",
 			InputSchema: schema([]string{"content"}, map[string]any{
 				"content":  str,
 				"type":     str,
@@ -52,4 +54,32 @@ func (s *Skill) Tools() []registry.ToolDef {
 			}),
 		},
 	}
+	if s.cfg.IngestSvcURL != "" {
+		tools = append(tools, registry.ToolDef{
+			Name: "brain_ingest",
+			Description: "Ingest content into the brain wiki (brain/wiki/). Calls an LLM to produce structured wiki pages. " +
+				"Use for substantial documents, articles, or knowledge worth structuring. " +
+				"Provide EITHER (a) path — absolute path to a file or directory, " +
+				"OR (b) content + source — raw text and a human-readable name. " +
+				"Providing both is an error. Returns the list of wiki pages written.",
+			InputSchema: schema([]string{}, map[string]any{
+				"content": map[string]any{"type": "string", "description": "raw text to ingest; required when path is not set"},
+				"source":  map[string]any{"type": "string", "description": "human-readable name for the content, e.g. 'shape-up-book'; required when path is not set"},
+				"path":    map[string]any{"type": "string", "description": "absolute path to a file or directory to ingest; mutually exclusive with content+source"},
+				"dry_run": map[string]any{"type": "boolean"},
+			}),
+		})
+	}
+	if s.cfg.KBRetrievalURL != "" {
+		tools = append(tools, registry.ToolDef{
+			Name:        "brain_search",
+			Description: "Semantic vector search across the brain wiki using embeddings. Use when brain_query returns no results or you need conceptually-related results rather than keyword matches.",
+			InputSchema: schema([]string{"query"}, map[string]any{
+				"query":      str,
+				"collection": str,
+				"limit":      num,
+			}),
+		})
+	}
+	return tools
 }