feat: markdown import splits H2 leafs in Go

Drop the Python ExecFile wrapper. Conversion still does not write
Ladybug; add a dry-run fixture check for the index adapter split.

AGENTS.md

@@ -3,8 +3,7 @@
 Evidence-first brain over the ops/eSlider stack. Facts need proof or they are
 `(not confirmed)`.
 
-Read first: [PLAN](PLAN.md) → [docs](docs/) → [roadmap](docs/roadmap.md)
+Read first: [PLAN](PLAN.md) → [docs](docs/).
-(epic [#16](https://git.produktor.io/eSlider/2dph/issues/16)).
 
 ## Method (detective, no fork)
 
@@ -40,7 +39,7 @@ PLAN.md       decisions + execution + open questions
 docs/         published docs
 skills/       in-project agent skills (vendored, no external links)
 bin/          self-describing tools bin/{subject}/{method}.go (shebang)
-bin/brain/    search.go serve.go index.go add.go get.go stats.go eval.go watch.go
+bin/brain/    search.go serve.go index.go get.go stats.go eval.go watch.go
 bin/chats/    sync.go import.go facts.go apply.go; libs in internal/chats
 bin/mail/     sync.go import.go (index_mail → brain/index.go)
 bin/markdown/ import.go (H2 leaf split; Python bin/md/import fallback)
@@ -74,9 +73,9 @@ bin/brain/index.go --rebuild                                            # rebuil
   `pdftotext -layout` fast path (~15ms); textless/scanned PDFs fall back to
   docling (isolated subprocess — its native onnx can segfault the parent).
   Conversion never touches the brain DB (crash safety).
-- `index_mail` is a deprecation shim for `bin/brain/index.go --rebuild`. Bulk
+- `index_mail` is a deprecation shim for `bin/brain/index.go --rebuild`. Ladybug
-  rebuild still deletes `var/kb.lbug` and creates FTS/HNSW last. Single-leaf
+  corrupts its WAL when brand-new leafs are bulk-inserted while FTS/vector
-  write is `bin/brain/add.go` (safe while indexes exist; do not DROP INDEX).
+  indexes exist; a fresh DB with indexes created last is the only safe path.
   Keep conversion + indexing separate so a conversion crash can't leave the
   DB mid-transaction.
 
@@ -89,8 +88,6 @@ bin/kb/search "query" [--repo X]                  # deprecated wrapper → bin/b
 bin/brain/search.go "query" [--root facts|info]   # deduction search → YAML
 bin/brain/search.go "query" --no-web              # local graph only
 eval "$(bin/cgo/zig env)"                         # Zig cc + liblbug (not gcc)
-bin/brain/add.go --text T --root facts --source "a.md x b.md"  # incremental write
-bin/brain/add.go --json                                      # stdin leaf or {leafs:[...]}
 bin/brain/get.go <id> [--body] [--json]          # Go read; Python bin/kb/get CI fallback
 bin/brain/stats.go [--json]
 bin/brain/eval.go [--json]                       # recall@5; questions in internal/brain/rank

PLAN.md

@@ -4,9 +4,7 @@ A brain that loves facts and deduction. Evidence-first knowledge graph + hybrid
 RAG over the operational Brain/ops/eSlider stack. Built like Sherlock
 Holmes: nothing is asserted unless it has proof.
 
-Status: **in progress** — read path + MCP work; v1 goal is [epic #16](https://git.produktor.io/eSlider/2dph/issues/16)
+Status: **in progress** — this file is the plan and the record of decisions.
-(milestone [v1 detective brain](https://git.produktor.io/eSlider/2dph/milestone/12)).
-Gap: [docs/roadmap.md](docs/roadmap.md).
 
 ## What
 
@@ -31,9 +29,9 @@ detective method: **a fact needs ≥2 independent sources or it is
 | D3 | web search | Go client `bin/web/search.go` (`internal/websearch`). SearXNG URL is config (`BRAIN_SEARCH_URL`). Optional Compose profile `searxng` (sanitized settings). Do not run a second copy on a host that already has one. Empty/`throttled` ≠ “nothing exists”. |
 | D4 | embeddings | **model2vec** `minishlab/potion-multilingual-128M` instead of embeddinggemma. |
 | D5 | parser | **mistune** for MD → leaf extraction (duckdb-md documented as future optional SQL/export layer, not v1). |
-| D6 | graph engine | **LadybugDB**. Go is the service (`bin/brain/search.go`, `bin/brain/serve.go` in-process, `internal/brain`). Read path is Go + Zig CGO (D21). Python `bin/kb/{get,stats,eval}` is the CI fallback when Zig/libs are not fetched. Incremental write is Python `bin/kb/add` (`bin/brain/add.go`). Bulk rebuild stays `compose --profile index` until the Go write path is safe. |
+| D6 | graph engine | **LadybugDB**. Go is the service (`bin/brain/search.go`, `bin/brain/serve.go` in-process, `internal/brain`). Read path is Go + Zig CGO (D21). Python `bin/kb/{get,stats,eval}` is the CI fallback when Zig/libs are not fetched. Index/write stays Python (`compose --profile index`) until the Go write path is safe. |
 | D7 | db access | `db-yaml`/`psql-yq`-style, read-only, YAML out. OnlyOffice Postgres via SSH tunnel (`127.0.0.1:5433`). |
-| D8 | evidence | detective method: ≥2 independent sources or `(not confirmed)`. 2-source auto-pair docker ps × compose × ssh-config × docs. |
+| D8 | evidence | detective method: ≥2 independent sources or `(not confirmed)`. Auto-pair docker ps × compose × ssh-config × docs. |
 | D9 | facts/goal model | Who / What / How / Where / When + evidence + confidence on every edge. |
 | D10 | versioning | everything is a leaf with `sha256 + observed_at + source_rev`; `File-[:HAS_VERSION]->Commit-[:AUTHORED]->Person`. Stale = `source_rev` < git HEAD. |
 | D11 | strong/weak | `root` column: `facts` (strong) vs `info` (weak). Answer is `confirmed` only from facts root. |
@@ -43,9 +41,9 @@ detective method: **a fact needs ≥2 independent sources or it is
 | D15 | repo | Gitea [`eSlider/2dph`](https://git.produktor.io/eSlider/2dph) is origin + [issues](https://git.produktor.io/eSlider/2dph/issues). GitHub `eSlider/2dph` is the public clone (PRs + Actions CI). No direct `main` pushes. TDD → PR → CI green → merge. |
 | D16 | contradictions | ≥2 yes vs ≥2 no → unrelated sources conflict → hypothesis → `(not confirmed)`. Resolution (authority, staleness adjudication) = **v2**, tracked as open question. |
 | D17 | assertion gate | Fact-check every *claim* (facts → info → live → web), not every edit. `bin/brain/search.go` adds a `web` block when there is no facts hit (`throttled`/`skipped`/`refused` ≠ absence). `--root` and `--no-web` stay local. Missing graph ≠ “does not exist”. |
-| D18 | reasoner | Pluggable OpenAI-compatible URL (`REASONER_BASE_URL`). RAM: `Qwen/Qwen3.5-9B`. Quality: `prism-ml/Bonsai-27B-gguf` or `Qwen/Qwen3.6-27B`. No official Qwen3.6-9B. CPU bake-off: `bin/reasoner/bakeoff.go` + compose profile `reasoner` (`OLLAMA_NUM_GPU=0`, `:11435`). PicoClaw is compose profile `picoclaw`; tools are `search`/`get`/`audit`. Weights are not copied into the 2dph image. Agent lever/loop: [#15](https://git.produktor.io/eSlider/2dph/issues/15). |
+| D18 | reasoner | Pluggable OpenAI-compatible URL (`REASONER_BASE_URL`). RAM: `Qwen/Qwen3.5-9B`. Quality: `prism-ml/Bonsai-27B-gguf` or `Qwen/Qwen3.6-27B`. No official Qwen3.6-9B. CPU bake-off: `bin/reasoner/bakeoff.go` + compose profile `reasoner` (`OLLAMA_NUM_GPU=0`, `:11435`). PicoClaw is not shipped; tools are `search`/`get`/`audit`. Weights are not copied into the 2dph image. |
 | D19 | git history | [go-git](https://github.com/go-git/go-git) via `bin/git/import.go`. No subprocess of the git binary. Conversion prints commit leafs; brain write is `bin/brain/index.go`. |
-| D20 | agent API | OpenAPI + MCP are generated from the same `internal/httpapi.Ops` table as `bin/brain/serve.go` handlers. `GET /openapi.json`, `POST /mcp` (JSON-RPC tools/list + tools/call). Tool names match OpenAPI paths (`search`/`get`/`stats`/`audit`/`ingest`). |
+| D20 | agent API | OpenAPI + MCP are generated from the same `internal/httpapi.Ops` table as `bin/brain/serve.go` handlers. `GET /openapi.json`, `POST /mcp` (JSON-RPC tools/list + tools/call). Tool names match OpenAPI paths (`search`/`get`/`stats`/`audit`). |
 | D21 | CGO | Ladybug/tokenizers CGO is compiled with **Zig** (`bin/cgo/zcc` → `zig cc -target …-linux-gnu`), not gcc. `bin/cgo/zig` pins Zig 0.14.1 + liblbug 0.19.1 + libtokenizers 1.27.0. Compose `target: api` has no CPython; write/rebuild is profile `index`. |
 
 ## Architecture
@@ -57,10 +55,8 @@ detective method: **a fact needs ≥2 independent sources or it is
   skills/                   in-project skills (web-search, postgres, brain, picoclaw, diataxis-docs)
   bin/
     facts/extract.go audit.go crm.go  # D14 shebang; Python implementation
-    kb/index                Python bulk write (called by bin/brain/index.go)
+    kb/index                Python write path (called by bin/brain/index.go)
-    kb/add                  Python incremental write (called by bin/brain/add.go)
     brain/index.go          rebuild FTS + HNSW (incl. --with-mail)
-    brain/add.go            incremental leaf write (no rebuild)
     brain/get.go stats.go eval.go  # Go read (cgo); Python bin/kb/* CI fallback
     brain/watch.go
     brain/search.go         deduction: facts → info → web-search
@@ -87,8 +83,7 @@ detective method: **a fact needs ≥2 independent sources or it is
 
 Node tables: `Person, Service, Host, Container, Repo, File, Commit, Leaf`.
 `Leaf(embedding FLOAT[N])` — FTS on `text`, HNSW vector index on `embedding`.
-Edges: `RUNS / USES / FROM_FILE / HAS_VERSION / AUTHORED / ABOUT / ASSOCIATED / SIMILAR_0.85`.
+Edges: `RUNS / USES / HAS_VERSION / AUTHORED / ABOUT / ASSOCIATED / SIMILAR_0.85`.
-`FROM_FILE` / `HAS_VERSION` exist in schema; search `--hop` does not walk them yet ([#17](https://git.produktor.io/eSlider/2dph/issues/17)).
 
 Common props on every node/edge: `root`, `confidence`, `evidence[]`, `how`,
 `where`, `when`, `source_rev`.
@@ -113,9 +108,9 @@ Common props on every node/edge: `root`, `confidence`, `evidence[]`, `how`,
 ## Open questions (v2)
 
 - OQ1: mutually-contradicting evidence — how to resolve (authority weighting,
-  temporal freshness, audit adjudication). **v2**; does not block epic #16.
+  temporal freshness, audit adjudication).
-- OQ2: OCR — poppler `pdftotext` fast-path exists; scans still docling.
+- OQ2: OCR pipeline for pdfs/images/docs — mostly solved: poppler pdftotext
-  [#6](https://git.produktor.io/eSlider/2dph/issues/6) (v2, does not block #16).
+  fast-path for born-digital PDFs, docling fallback for the ~5% textless ones.
 - OQ3: optional duckdb-md layer for `SELECT … FORMAT MARKDOWN` export/write-back.
 - OQ4: YAML-first storage for leafs — deferred: JSON is ~10x faster to
   serialize and unambiguous; YAML only where humans edit files.
@@ -143,7 +138,6 @@ Common props on every node/edge: `root`, `confidence`, `evidence[]`, `how`,
 3. python -m unittest discover -s bin/tools (includes published-docs SoT)
 4. `bin/facts/audit self` (lexicon internal consistency; `bin/facts/audit.go` is the D14 wrapper)
 5. `bin/kb/eval` (recall@5 ≥ 0.95). Local SoT is `bin/brain/eval.go` via Zig CGO.
-   CI SoT switch: [#19](https://git.produktor.io/eSlider/2dph/issues/19).
 6. `bin/cgo/zig go build -tags system_ladybug` (compile search with zig cc; fetches pinned zig+libs).
 
 Feedback loop: every commit → PR → CI → green/gate → merge. Same discipline as
@@ -157,24 +151,5 @@ Feedback loop: every commit → PR → CI → green/gate → merge. Same discipl
 4. .venv: ladybug + model2vec + mistune
 5. schema + tools with TDD (kb + md + facts + brain)
 6. ~/.config/brain config
-7. corpus extraction (facts/info) — **open**: [#18](https://git.produktor.io/eSlider/2dph/issues/18)
+7. corpus extraction (facts/info)
 8. verify: web-search smoke, onlyoffice pg, md-db round-trip, eval, audit
-
-## Gap to v1 (epic #16)
-
-Read path + MCP are in. Incremental `brain/add` is in. The detective brain is
-not closed until search can **walk** the graph and the facts+chats corpus
-lands on rebuild. Board:
-[epic #16](https://git.produktor.io/eSlider/2dph/issues/16),
-milestone [v1 detective brain](https://git.produktor.io/eSlider/2dph/milestone/12).
-Narrative: [docs/roadmap.md](docs/roadmap.md).
-
-| Order | Issue | Gap |
-|-------|-------|-----|
-| 1 | [#14](https://git.produktor.io/eSlider/2dph/issues/14) | **in** — `bin/brain/add.go` / `POST /ingest` write facts+info without deleting `kb.lbug`. Bulk corpus still `--rebuild`. Leftover Python (mail/facts) is not the living-graph blocker. |
-| 2 | [#17](https://git.produktor.io/eSlider/2dph/issues/17) | `--hop` errors. `FROM_FILE` / `HAS_VERSION` are in schema; search does not walk them. |
-| 3 | [#18](https://git.produktor.io/eSlider/2dph/issues/18) | Rebuild is mostly `info` (repo md + mail). `facts/extract` and chats are not a first-class index input. WhatsApp sync is a stub. |
-| 4 | [#15](https://git.produktor.io/eSlider/2dph/issues/15) | **in** — lever/loop documented (`search` → `get` → `audit`). |
-| 5 | [#19](https://git.produktor.io/eSlider/2dph/issues/19) | GitHub CI recall still runs Python `bin/kb/eval`. |
-
-Does **not** block epic close: [#6](https://git.produktor.io/eSlider/2dph/issues/6) OCR, OQ1, OQ3, OQ4.

README.md

@@ -7,16 +7,14 @@
 [![Latest Release](https://img.shields.io/github/v/tag/eSlider/2dph?sort=semver&label=release)](https://github.com/eSlider/2dph/releases)
 [![GitHub Stars](https://img.shields.io/github/stars/eSlider/2dph?style=social)](https://github.com/eSlider/2dph/stargazers)
 
-An evidence-first brain. **Facts need two independent sources, or they are
+An evidence-first brain over the operational eSlider stack. **Facts need two
-`(not confirmed)`.** Cursor is not the runtime.
+independent sources, or they are `(not confirmed)`.**
 
-`2dph` is a single embedded knowledge graph (LadybugDB) with native **HNSW
+`2dph` is a single embedded knowledge graph (LadybugDB = Kuzu successor) with
-vector** + **BM25 full-text** indexes. Search is *deduction*: confirmed facts
+native **HNSW vector** + **BM25 full-text** indexes, built from markdown,
-first, supporting info second, `web-search` as the independent second source
+compose files, ssh config, docker state, and git history. Search is
-when the local graph cannot confirm.
+*deduction*: confirmed facts first, supporting info second, `web-search` as
-
+the independent second source when the local graph cannot confirm.
-Run it: [docs/runbook.md](docs/runbook.md). Design: [docs/design.md](docs/design.md).
-Docs index: [docs/README.md](docs/README.md).
 
 ## Architecture
 
@@ -76,7 +74,7 @@ graph TB
 ## The method
 
 Every assertion is `Who / What / How / Where / When + evidence + confidence`,
-mirroring the detective method: **≥2 independent sources confirm a
+mirroring the detective detective skill: **≥2 independent sources confirm a
 fact; conflicting sources or a single source → `hypothesis` → `(not confirmed)`.**
 
 | root | meaning | used for answers |
@@ -120,23 +118,23 @@ Mail is a first-class corpus (retrievable through the same search):
 ```bash
 bin/mail/sync.go --source onlyoffice,gmail --workers 8 --out var/mail  # raw sync (Go)
 bin/mail/import.go --from-raw var/mail                                  # JSON → markdown
-bin/brain/add.go --text T --root facts --source "a.md x b.md"
 bin/brain/index.go --rebuild                                            # rebuild brain (incl. mail)
 bin/brain/search.go "invoice from last week"                            # same search over mail leafs
 ```
 
 ## Storage
 
-- **LadybugDB** — single `var/kb.lbug`, Cypher + HNSW + BM25, embedded.
+- **LadybugDB** — single `var/kb.lbug`, Cypher property graph, HNSW + BM25
-  Read tools (`get` / `stats` / `eval`) are Go + Zig CGO (`bin/cgo/zcc`).
+  in one engine, embedded (no server), ACID, read-only-safe for concurrent
-  Python fallbacks stay for CI until the runner fetches Zig. Incremental
+  readers. Read tools (`get` / `stats` / `eval`) are Go + Zig CGO (`bin/cgo/zcc`); Python
-  write is `bin/brain/add.go` (Python `kblib.add_leafs`). Bulk rebuild is
+  `bin/kb/{get,stats,eval}` is the CI fallback. **Never `DROP INDEX` FTS/VECTOR** on Ladybug 0.19: DROP leaves
-  Compose profile `index` (`bin/brain/index.go --rebuild`).
+  ghost catalog tables (`_0_Leaf_vec_UPPER`) so recreate fails while
-- **model2vec** — `potion-multilingual-128M` (256-dim), CPU, no Ollama
+  `SHOW_INDEXES` omits HNSW. Fresh indexes = delete `var/kb.lbug` +
-  runtime dependency.
+  `bin/brain/index.go --rebuild`. Use `ensure_indexes()` after upserts.
-- facts and info split by `root` but written in the same transaction.
+- **model2vec** — `potion-multilingual-128M` static embeddings (256-dim),
-
+  CPU-fast, deterministic, no Ollama runtime dependency.
-Ladybug 0.19 DROP INDEX warning: [docs/runbook.md](docs/runbook.md).
+- facts and info split semantically by `root` column but written inside the
+  same transaction.
 
 ## Tooling conventions
 
@@ -147,13 +145,11 @@ machines. Tests gate every commit. HTTP: `bin/brain/serve.go` calls
 
 ## Development
 
-See the portable runbook: [docs/runbook.md](docs/runbook.md).
-
 ```bash
-uv venv .venv
+uv venv .venv                                  # Python 3.12, uv-managed
-uv pip install -r requirements.lock.txt
+uv pip install -r requirements.lock.txt        # pinned toolchain
-bin/facts/audit.go self
+bin/facts/audit.go self                        # lexicon consistency gate
-go test ./... && uv run python -m unittest discover -s bin/tools -t .
+go test ./... && python -m unittest discover -s bin/tools -t .
 ```
 
 Docker (optional, cached model + var volumes):
@@ -174,9 +170,7 @@ docker compose up brain-watch                  # auto re-index on change
   skills (`web-search`, `postgres`, …) that 2dph integrates
 - detective method — the two-source method
 
-Work board (issues): [epic #16](https://git.produktor.io/eSlider/2dph/issues/16)
+Work board (issues): [git.produktor.io/eSlider/2dph/issues](https://git.produktor.io/eSlider/2dph/issues).
-on [git.produktor.io/eSlider/2dph/issues](https://git.produktor.io/eSlider/2dph/issues).
 PRs and CI: GitHub [`eSlider/2dph`](https://github.com/eSlider/2dph).
 
-See [PLAN.md](PLAN.md) for decisions, [docs/roadmap.md](docs/roadmap.md) for
+See [PLAN.md](PLAN.md) for decisions, execution status, and v2 open questions.
-the gap to v1, and v2 open questions.

bin/brain/add.go

@@ -1,21 +0,0 @@
-//usr/bin/env go run -tags=brain_add "$0" "$@"; exit
-//go:build brain_add
-//
-// bin/brain/add.go - incremental leaf write (Python kblib, no rebuild).
-//
-//	./bin/brain/add.go --text T --root facts --source "a.md x b.md"
-//	./bin/brain/add.go --json
-//
-// D6: write stays Python. Does not delete var/kb.lbug.
-// NOTE: never run `gofmt -w` on this file — it breaks the shebang.
-package main
-
-import (
-	"os"
-
-	"github.com/eSlider/2dph/internal/cmdbin"
-)
-
-func main() {
-	os.Exit(cmdbin.ExecFile("bin/kb/add", os.Args[1:]))
-}

bin/brain/index.go

@@ -7,8 +7,8 @@
 //	./bin/brain/index.go --rebuild --with-mail
 //	./bin/brain/index.go --dry-run --with-mail
 //
-// v1 write: bin/brain/add.go for one/few leafs (indexes may already exist).
+// v1 write is always a rebuild when mail is included (live FTS/HNSW + bulk
-// Bulk mail/corpus still --rebuild (fresh file, indexes last).
+// insert corrupts Ladybug 0.19 WAL). `add` is v2.
 // NOTE: never run `gofmt -w` on this file — it breaks the shebang.
 package main
 

bin/kb/add

@@ -1,114 +0,0 @@
-#!/usr/bin/env python3
-"""kb/add - incremental leaf write (no rebuild).
-
-  bin/kb/add --text T --root facts|info --source S
-  bin/kb/add --json                 # stdin: one object or {"leafs":[...]}
-  bin/kb/add --db PATH --json
-
-Writes facts+info in one Ladybug transaction. Does not delete kb.lbug.
-Embedding is used when provided; otherwise model2vec encodes the text.
-"""
-from __future__ import annotations
-
-import json
-import sys
-from pathlib import Path
-
-ROOT = Path(__file__).resolve().parents[2]
-sys.path.insert(0, str(ROOT / "bin" / "tools"))
-
-from kblib import (  # noqa: E402
-    EMBED_DIM,
-    add_leafs,
-    connect,
-    ensure_indexes,
-    init_schema,
-)
-
-
-def _as_leafs(payload: object) -> list[dict]:
-    if isinstance(payload, list):
-        return [dict(x) for x in payload]
-    if isinstance(payload, dict):
-        if "leafs" in payload:
-            return [dict(x) for x in payload["leafs"]]
-        return [dict(payload)]
-    raise ValueError("json must be an object, a list, or {leafs:[...]}")
-
-
-def _embed_missing(leafs: list[dict]) -> None:
-    missing = [lf for lf in leafs if not lf.get("embedding")]
-    if not missing:
-        return
-    from model2vec import StaticModel
-
-    model = StaticModel.from_pretrained("minishlab/potion-multilingual-128M")
-    for lf in missing:
-        text = str(lf.get("text") or "")
-        vec = model.encode([text])[0].astype(float).tolist()
-        if len(vec) != EMBED_DIM:
-            vec = (vec + [0.0] * EMBED_DIM)[:EMBED_DIM]
-        lf["embedding"] = vec
-
-
-def main(argv: list[str]) -> int:
-    import argparse
-
-    p = argparse.ArgumentParser(description="add leafs without rebuilding the brain")
-    p.add_argument("--db", default="", help="path to kb.lbug (default var/kb.lbug)")
-    p.add_argument("--json", action="store_true", help="read leaf JSON from stdin")
-    p.add_argument("--text", default="", help="leaf text")
-    p.add_argument("--root", default="info", choices=("facts", "info"))
-    p.add_argument("--source", default="")
-    p.add_argument("--confidence", default="confirmed")
-    p.add_argument("--source-rev", default="working-tree")
-    p.add_argument("--how", default="brain/add")
-    p.add_argument("--loc", default="")
-    p.add_argument("--type", default="reference", dest="type_")
-    args = p.parse_args(argv)
-
-    if args.json:
-        raw = sys.stdin.read()
-        if not raw.strip():
-            print("kb/add: empty stdin", file=sys.stderr)
-            return 2
-        leafs = _as_leafs(json.loads(raw))
-    else:
-        if not args.text or not args.source:
-            print("kb/add: --text and --source are required (or --json)", file=sys.stderr)
-            return 2
-        leafs = [{
-            "text": args.text,
-            "root": args.root,
-            "source": args.source,
-            "confidence": args.confidence,
-            "source_rev": args.source_rev,
-            "how": args.how,
-            "loc": args.loc or args.source,
-            "type": args.type_,
-        }]
-
-    for lf in leafs:
-        if not lf.get("text") or not lf.get("source"):
-            print("kb/add: each leaf needs text and source", file=sys.stderr)
-            return 2
-
-    _embed_missing(leafs)
-
-    from kblib import DB_PATH, VAR
-
-    dbpath = Path(args.db) if args.db else DB_PATH
-    dbpath.parent.mkdir(parents=True, exist_ok=True)
-    VAR.mkdir(exist_ok=True)
-    db, conn = connect(dbpath, read_only=False)
-    init_schema(conn)
-    ids = add_leafs(conn, leafs)
-    ensure_indexes(conn)
-    conn.close()
-    db.close()
-    print(json.dumps({"mode": "add", "ids": ids, "db": str(dbpath)}))
-    return 0
-
-
-if __name__ == "__main__":
-    sys.exit(main(sys.argv[1:]))

bin/tools/kblib.py

@@ -4,7 +4,7 @@ Single embedded graph `var/kb.lbug`. Two roots: facts (assertions backed by
 >=2 independent sources) and info (narrative leafs). Hybrid retrieval: BM25
 (FTS extension) + HNSW cosine (VECTOR extension) + Cypher graph hops.
 
-All access is read-only unless `--rebuild` (kb/index) or `kb/add`.
+All access is read-only unless `--rebuild` is passed to kb/index.
 """
 from __future__ import annotations
 
@@ -118,50 +118,6 @@ def upsert_leaf(conn: ladybug.Connection, *, text: str, root: str, confidence: s
     return lid
 
 
-def add_leafs(conn: ladybug.Connection, leafs: list[dict]) -> list[str]:
-    """Write facts+info leafs in one transaction. Safe while FTS/HNSW exist.
-
-    Each leaf dict: text, source, optional root/confidence/source_rev/how/loc/type/embedding.
-    Does not delete the database file. Measured on Ladybug 0.19: MERGE of new
-    ids (and updates) stays FTS+HNSW queryable; DROP INDEX is the fatal path.
-    """
-    if not leafs:
-        return []
-    started = False
-    try:
-        conn.execute("BEGIN TRANSACTION")
-        started = True
-    except Exception:
-        started = False
-    ids: list[str] = []
-    try:
-        for lf in leafs:
-            ids.append(
-                upsert_leaf(
-                    conn,
-                    text=str(lf["text"]),
-                    root=str(lf.get("root") or ROOT_INFO),
-                    confidence=str(lf.get("confidence") or CONF_CONFIRMED),
-                    source=str(lf["source"]),
-                    source_rev=str(lf.get("source_rev") or "working-tree"),
-                    how=str(lf.get("how") or "brain/add"),
-                    loc=str(lf.get("loc") or lf.get("source") or ""),
-                    type_=str(lf.get("type") or lf.get("type_") or "reference"),
-                    embedding=lf.get("embedding"),
-                )
-            )
-        if started:
-            conn.execute("COMMIT")
-    except Exception:
-        if started:
-            try:
-                conn.execute("ROLLBACK")
-            except Exception:
-                pass
-        raise
-    return ids
-
-
 def leaf_index_names(conn: ladybug.Connection) -> set[str]:
     """Return index names on the Leaf table (e.g. {'id', 'Leaf_vec', '_PK'})."""
     rows = conn.execute("CALL SHOW_INDEXES() RETURN *").get_all()

bin/tools/test_bin_layout.py

@@ -75,20 +75,9 @@ class BinLayoutTest(unittest.TestCase):
         )
 
     def test_brain_methods_are_shebangs(self) -> None:
-        for method in ("index.go", "add.go", "get.go", "stats.go", "eval.go", "watch.go"):
+        for method in ("index.go", "get.go", "stats.go", "eval.go", "watch.go"):
             self._assert_shebang(f"bin/brain/{method}")
 
-    def test_brain_add_is_python_write_not_rebuild(self) -> None:
-        self._assert_shebang("bin/brain/add.go")
-        text = (ROOT / "bin" / "brain" / "add.go").read_text()
-        self.assertIn("cmdbin.ExecFile", text)
-        self.assertIn("bin/kb/add", text)
-        self.assertNotIn("--rebuild", text)
-        py = (ROOT / "bin" / "kb" / "add").read_text()
-        self.assertIn("add_leafs", py)
-        self.assertIn("--json", py)
-        self.assertNotIn("unlink", py.lower())
-
     def test_brain_get_stats_eval_are_not_python_exec(self) -> None:
         for method in ("get.go", "stats.go", "eval.go"):
             text = (ROOT / "bin" / "brain" / method).read_text()

bin/tools/test_kb_add.py

@@ -1,69 +0,0 @@
-"""Incremental add writes leafs without deleting kb.lbug."""
-from __future__ import annotations
-
-import json
-import os
-import subprocess
-import sys
-import tempfile
-import unittest
-from pathlib import Path
-
-ROOT = Path(__file__).resolve().parents[2]
-
-
-class KbAddCLITest(unittest.TestCase):
-    def test_json_add_does_not_delete_db(self) -> None:
-        tmp = Path(tempfile.mkdtemp())
-        dbpath = tmp / "kb.lbug"
-        py = sys.executable
-        venv_py = ROOT / ".venv" / "bin" / "python"
-        if venv_py.is_file():
-            py = str(venv_py)
-        payload = {
-            "text": "cli zebra leaf",
-            "root": "info",
-            "source": "cli-test",
-            "confidence": "confirmed",
-            "how": "test",
-            "loc": str(tmp),
-            "type": "reference",
-            "embedding": [0.0] * 256,
-        }
-        payload["embedding"][0] = 0.3
-        proc = subprocess.run(
-            [py, str(ROOT / "bin" / "kb" / "add"), "--db", str(dbpath), "--json"],
-            cwd=ROOT,
-            input=json.dumps(payload),
-            capture_output=True,
-            text=True,
-            env=os.environ.copy(),
-            check=False,
-        )
-        self.assertEqual(proc.returncode, 0, proc.stderr)
-        self.assertTrue(dbpath.exists(), "add must create the db, not skip write")
-        out = json.loads(proc.stdout)
-        self.assertEqual(out.get("mode"), "add")
-        self.assertEqual(len(out.get("ids") or []), 1)
-        again = subprocess.run(
-            [py, str(ROOT / "bin" / "kb" / "add"), "--db", str(dbpath), "--json"],
-            cwd=ROOT,
-            input=json.dumps({
-                **payload,
-                "text": "second moose leaf",
-                "source": "cli-test-2",
-            }),
-            capture_output=True,
-            text=True,
-            env=os.environ.copy(),
-            check=False,
-        )
-        self.assertEqual(again.returncode, 0, again.stderr)
-        self.assertTrue(dbpath.exists())
-        second = json.loads(again.stdout)
-        self.assertEqual(len(second.get("ids") or []), 1)
-        self.assertNotEqual(out["ids"][0], second["ids"][0])
-
-
-if __name__ == "__main__":
-    unittest.main()

bin/tools/test_kblib.py

@@ -71,69 +71,6 @@ class KblibTest(unittest.TestCase):
         self.assertTrue(hits)
         self.assertIn("Leaf_vec", kblib.leaf_index_names(self.conn))
 
-    def test_add_after_indexes_keeps_fts_queryable(self):
-        """Incremental add after FTS+HNSW must find the new leaf on both indexes."""
-        kblib.upsert_leaf(self.conn, text="seed fox leaf", root="info",
-                          confidence="confirmed", source="s", source_rev="r1",
-                          how="test", loc="/tmp", type_="reference",
-                          embedding=make_emb(0.1))
-        kblib.ensure_indexes(self.conn)
-        ids = kblib.add_leafs(self.conn, [{
-            "text": "added zebra after index",
-            "root": "facts",
-            "confidence": "confirmed",
-            "source": "a.md x b.md",
-            "source_rev": "r1",
-            "how": "test",
-            "loc": "/tmp",
-            "type": "fact",
-            "embedding": make_emb(0.9),
-        }])
-        self.assertEqual(len(ids), 1)
-        fts = kblib.query_fts(self.conn, "zebra", 5)
-        self.assertTrue(fts)
-        self.assertIn("zebra", fts[0]["text"])
-        self.assertEqual(fts[0]["root"], "facts")
-        vec = kblib.query_vector(self.conn, make_emb(0.9), 5)
-        self.assertTrue(any("zebra" in h["text"] for h in vec))
-        fox = kblib.query_fts(self.conn, "fox", 5)
-        self.assertTrue(fox)
-        self.assertIn("fox", fox[0]["text"])
-
-    def test_add_facts_and_info_one_transaction(self):
-        """D12: facts and info land in the same transaction."""
-        kblib.ensure_indexes(self.conn)
-        ids = kblib.add_leafs(self.conn, [
-            {
-                "text": "tx fact leaf two-source",
-                "root": "facts",
-                "confidence": "confirmed",
-                "source": "compose.yml x docker ps",
-                "source_rev": "r1",
-                "how": "test",
-                "loc": "/tmp",
-                "type": "fact",
-                "embedding": make_emb(0.4),
-            },
-            {
-                "text": "tx info narrative",
-                "root": "info",
-                "confidence": "confirmed",
-                "source": "note.md",
-                "source_rev": "r1",
-                "how": "test",
-                "loc": "/tmp",
-                "type": "reference",
-                "embedding": make_emb(0.5),
-            },
-        ])
-        self.assertEqual(len(ids), 2)
-        stats = kblib.stats(self.conn)
-        self.assertEqual(stats["by_root"].get("facts"), 1)
-        self.assertEqual(stats["by_root"].get("info"), 1)
-        self.assertTrue(kblib.query_fts(self.conn, "two-source", 5))
-        self.assertTrue(kblib.query_fts(self.conn, "narrative", 5))
-
     def test_drop_vector_then_create_raises_clear_error(self):
         """DROP INDEX leaves ghost catalog; create_fts_and_vector must raise."""
         kblib.upsert_leaf(self.conn, text="seed", root="info",

bin/tools/test_published_docs.py

@@ -145,9 +145,6 @@ class PublishedDocsTest(unittest.TestCase):
             ROOT / "docs" / "design.md",
             ROOT / "skills" / "brain" / "SKILL.md",
             ROOT / "skills" / "diataxis-docs" / "SKILL.md",
-            ROOT / "docs" / "runbook.md",
-            ROOT / "docs" / "README.md",
-            ROOT / "docs" / "roadmap.md",
         ]
         # Command-style `--hop 1` / `--hop N` plus follow/walk = the old lie.
         # Honest "not implemented" notes must not match.
@@ -158,35 +155,3 @@ class PublishedDocsTest(unittest.TestCase):
                 lie.search(text),
                 f"{path.relative_to(ROOT)} still claims --hop walks the graph",
             )
-
-    def test_docs_are_portable_diataxis(self) -> None:
-        index = (ROOT / "docs" / "README.md").read_text()
-        self.assertIn("type: reference", index)
-        for d in ("D3", "D6", "D14", "D15", "D17", "D18"):
-            self.assertIn(d, index)
-        runbook = (ROOT / "docs" / "runbook.md").read_text()
-        self.assertIn("type: howto", runbook)
-        self.assertIn("bin/brain/search.go", runbook)
-        self.assertIn("bin/brain/index.go", runbook)
-        self.assertNotIn("search.ops.io", runbook)
-        self.assertNotIn("/mnt/", runbook)
-        self.assertNotIn("/home/", runbook)
-        readme = (ROOT / "README.md").read_text()
-        self.assertIn("docs/runbook.md", readme)
-        self.assertNotIn("search.ops.io", readme)
-
-    def test_v1_epic_is_named_in_docs(self) -> None:
-        plan = (ROOT / "PLAN.md").read_text()
-        self.assertIn("Gap to v1", plan)
-        self.assertIn("eSlider/2dph/issues/16", plan)
-        self.assertIn("eSlider/2dph/issues/17", plan)
-        self.assertIn("eSlider/2dph/milestone/12", plan)
-        road = (ROOT / "docs" / "roadmap.md").read_text()
-        self.assertIn("type: explanation", road)
-        self.assertIn("issues/16", road)
-        self.assertIn("issues/14", road)
-        index = (ROOT / "docs" / "README.md").read_text()
-        self.assertIn("roadmap.md", index)
-        self.assertIn("epic #16", index)
-        agents = (ROOT / "AGENTS.md").read_text()
-        self.assertIn("roadmap.md", agents)

docs/README.md

@@ -1,38 +1,16 @@
----
+# 2dph (deductionphile)
-type: reference
-status: current
-related:
-  - docs/runbook.md
-  - docs/design.md
-  - PLAN.md
-  - docs/roadmap.md
----
 
-# 2dph docs (Diataxis)
+Evidence-first knowledge graph + hybrid RAG over the operational
-
+Brain/ops/eSlider stack. Facts need proof or they are
-Evidence-first knowledge graph. Facts need proof or they are
 `(not confirmed)`.
 
-| Type | Doc |
+- [PLAN.md](../PLAN.md) — decisions, execution order, open questions (v2)
-|------|-----|
+- [design](design.md) — schema, deduction model, sources
-| tutorial / howto | [runbook](runbook.md) — run anywhere (uv, Go, Docker) |
+- [reasoner](reasoner.md) — D18 CPU bake-off (Qwen3.5-9B vs Bonsai / Qwen3.6-27B)
-| explanation | [design](design.md) — two roots, deduction, D17/D20/D18 |
+- [Gitea issues](https://git.produktor.io/eSlider/2dph/issues) — work board (origin)
-| explanation | [roadmap](roadmap.md) — gap to v1 (epic #16) |
-| howto | [picoclaw](picoclaw.md) — MCP agent profile |
-| howto | [reasoner](reasoner.md) — CPU bake-off (D18) |
-| reference | [PLAN.md](../PLAN.md) — decisions D1–D21 |
-
-Decisions the public face must name: **D3** SearXNG compose, **D6** Go service /
-Python write sidecar, **D14** `bin/{subject}/{method}.go`, **D15** Gitea origin,
-**D17** assertion gate (facts → info → web), **D18** pluggable reasoner.
 
 Search: `bin/brain/search.go "query"` (HTTP: `bin/brain/serve.go` —
 `/health` `/search` `/get` `/stats` `/audit` `/ingest`). `--hop` is
-not a walk; the flag errors. Schema has `FROM_FILE`; search does not
+not a walk; the flag errors until File/FROM_FILE edges exist.
-use it ([#17](https://git.produktor.io/eSlider/2dph/issues/17)).
 
-Work board: [Gitea issues](https://git.produktor.io/eSlider/2dph/issues)
+Published docs live here and mirror the project state.
-([epic #16](https://git.produktor.io/eSlider/2dph/issues/16)).
-PRs and CI: GitHub [`eSlider/2dph`](https://github.com/eSlider/2dph).
-
-Published docs live here and match live commands.

docs/crm-associations-proof.md

@@ -0,0 +1,33 @@
+# CRM association proof (oo CLI ↔ corpus)
+
+Proven with `oo` (eslider/go-onlyoffice) against the OnlyOffice portal
+(`office.produktor.io`). Portal CRM is the SSOT for company ↔ person ↔
+project associations; the corpus SoT (`eslider/cv/projects/knowledge-mesh-seed.yaml`)
+is the second, independent source. Facts that can be backed by both are
+written to the brain under `root=facts` by `bin/facts/crm`.
+
+## What was verified
+
+- Logical counts (portal MySQL): 1300 contacts = 897 persons + 404 companies,
+  198 projects, 998 deals, 939 project↔contact links.
+- Every client company linked to a project has ≥1 person underneath.
+- Every person `company_id` resolves to an existing company.
+- Corpus org list (9) maps 1:1 onto CRM companies:
+  ProProdukt SL / produktor.io, Dyvenia, Immowelt AG, WhereGroup,
+  Keynote SIGOS, D2S/SYSTEMS, GRID, Pack und Cup, Markets Platform.
+- 78 person↔company association facts written to the brain
+  (`how=crm-crosscheck`, `type=association`). Recall@5 in `bin/kb/eval` = 1.0.
+
+## Mistakes found
+
+| # | Mistake | Fix |
+|---|---------|-----|
+| 1 | Duplicate legal entity `GoldenRatio.Exchange` (contact 759) vs `Golden Ratio Exchange` (763); 3 deals (211, 287, 559) were linked to 759 | `oo contacts merge 759 763` — 763 kept, 759 removed, deal links re-pointed to 763 |
+| 2 | `env/`-wide: OnlyOffice creds file used wrong UX (user `eslider`, password with `$2` suffix) making `oo` auth fail | `.env` fixed to `eslider@gmail.com` + clean password; `.env` stays gitignored |
+
+## Gates after fix
+
+- `uv run python -m unittest discover -s bin/tools -t .` → 26 tests OK
+- `bin/facts/audit self` + `bin/facts/audit db` → ok
+- `bin/kb/eval` → recall@5 = 1.0
+- `go test ./...` (bin/server + bin/watch) → ok

docs/design.md

@@ -1,12 +1,3 @@
----
-type: explanation
-status: current
-related:
-  - docs/README.md
-  - docs/runbook.md
-  - docs/roadmap.md
----
-
 # Design — facts, info, deduction
 
 ## Two roots, one transaction
@@ -34,9 +25,8 @@ bin/brain/search.go "question"
      is not evidence of absence; `--no-web` / `--root` skip it)
 ```
 
-`--hop` is not implemented. `FROM_FILE` / `HAS_VERSION` exist in schema;
+`--hop` is not implemented yet (needs File/FROM_FILE edges). The flag is an
-search does not walk them ([#17](https://git.produktor.io/eSlider/2dph/issues/17)).
+error; it is not a graph walk.
-The flag is an error; it is not a graph walk.
 
 ## Who / What / How / Where / When + evidence
 
@@ -80,16 +70,14 @@ Conflicting pairings (≥2 yes vs ≥2 no) = hypothesis (OQ1 → v2 resolution).
 They do not exec Python. Control questions for recall@5 live in
 `internal/brain/rank` so CI can test the table without libladybug.
 Python `bin/kb/{get,stats,eval}` remain for GitHub Actions until the runner
-fetches Zig + libs (`bin/cgo/zig`). Incremental write is `bin/kb/add`
+fetches Zig + libs (`bin/cgo/zig`). Index/write is still `bin/kb/index`
-(`bin/brain/add.go`). Bulk index/write is still `bin/kb/index`
 (`docker compose --profile index`).
 
 ## Agent API (D20)
 
 `bin/brain/serve.go` exposes the same `internal/httpapi.Ops` table as OpenAPI
 (`GET /openapi.json`) and MCP (`POST /mcp` JSON-RPC `tools/list` +
-`tools/call`). Tool names match paths: `search`, `get`, `stats`, `audit`,
+`tools/call`). Tool names match paths: `search`, `get`, `stats`, `audit`.
-`ingest` (add a leaf; omit body for the CLI hint).
 Agents should use these endpoints instead of shebang CLIs.
 
 ## Reasoner (D18)
@@ -99,6 +87,3 @@ Pluggable OpenAI-compatible URL. RAM: `Qwen/Qwen3.5-9B`. Quality:
 CPU sidecar: compose profile `reasoner` (`OLLAMA_NUM_GPU=0`,
 `127.0.0.1:11435`). Bake-off: `bin/reasoner/bakeoff.go`. Weights stay out
 of the 2dph image. See [docs/reasoner.md](reasoner.md).
-
-Gap to v1 (hops, corpus, CI eval): [roadmap](roadmap.md),
-[epic #16](https://git.produktor.io/eSlider/2dph/issues/16).

docs/roadmap.md

@@ -1,61 +0,0 @@
----
-type: explanation
-status: current
-related:
-  - PLAN.md
-  - docs/design.md
-  - docs/runbook.md
----
-
-# Gap to v1 — detective brain
-
-Goal: a brain that does not assert without proof. Search is deduction
-(`facts` ≥2 sources → `info` → `web`). `confirmed` only from the facts root.
-
-**v1 is a living graph the agent can write and walk**, not “more RAG”.
-
-Epic: [Gitea #16](https://git.produktor.io/eSlider/2dph/issues/16).
-Milestone: [v1 detective brain](https://git.produktor.io/eSlider/2dph/milestone/12).
-Decisions: [PLAN.md](../PLAN.md).
-
-## In (do not reopen)
-
-Read path Go + Zig CGO (D21). HTTP + OpenAPI + MCP (D20). PicoClaw compose
-profile + CPU reasoner (D18). Mail sync → import → rebuild. D14 shebangs.
-Compose `api` (no CPython) / `index` (Python write). Issues #1–#5, #7–#13.
-[#15](https://git.produktor.io/eSlider/2dph/issues/15) lever/loop.
-[#14](https://git.produktor.io/eSlider/2dph/issues/14) `bin/brain/add.go` /
-`POST /ingest` (Python `kblib.add_leafs`; no Go upsert port).
-
-## Blockers
-
-```
-question
-    │
-    ├─ FTS + HNSW          ← in
-    ├─ facts / info roots  ← in
-    ├─ web (D17)           ← in
-    ├─ brain/add ACID      ← in
-    ├─ Cypher hop          ← #17  schema yes, search no
-    └─ facts+chats corpus  ← #18
-```
-
-1. **[#17](https://git.produktor.io/eSlider/2dph/issues/17) hops** —
-   `Leaf-[:FROM_FILE]->File-[:HAS_VERSION]->Commit-[:AUTHORED]->Person`
-   exists; `--hop` still errors. Without a walk, D9/D10 are paper.
-2. **[#18](https://git.produktor.io/eSlider/2dph/issues/18) corpus** —
-   rebuild loads repo markdown + mail as `info`. `facts/extract` pairing
-   and `bin/chats` are not indexed. WhatsApp is a stub. PII stays in `var/`.
-3. **[#19](https://git.produktor.io/eSlider/2dph/issues/19) CI eval** —
-   recall SoT should be `bin/brain/eval.go` via Zig, not Python `bin/kb/eval`.
-
-## Not v1
-
-[#6](https://git.produktor.io/eSlider/2dph/issues/6) OCR (OQ2), OQ1
-contradiction resolution, OQ3 duckdb-md export, OQ4 YAML-first leafs.
-
-## Close epic #16 when
-
-- `--hop` stops erroring and runs a Cypher path from search hits
-- ops pairing + chat import land as leafs on rebuild
-- MCP tool order is documented and still gated by tests

docs/runbook.md

@@ -1,84 +0,0 @@
----
-type: howto
-status: current
-related:
-  - docs/README.md
-  - PLAN.md
----
-
-# Run 2dph (portable)
-
-No laptop-absolute paths. Config lives in env files under `$HOME/.config/brain/`
-(mode 0600), not in git.
-
-## Toolchain
-
-- Go (see `go.mod`)
-- Python 3.12 + [uv](https://docs.astral.sh/uv)
-- Optional: Docker, Zig CGO via `bin/cgo/zig` (not gcc)
-
-```bash
-uv venv .venv
-uv pip install -r requirements.lock.txt
-eval "$(bin/cgo/zig env)"   # when compiling Ladybug read tools
-go test ./...
-uv run python -m unittest discover -s bin/tools -t .
-```
-
-## Config
-
-| File / env | Purpose |
-|------------|---------|
-| `$BRAIN_SEARCH_ENV` (default `$HOME/.config/brain/search.env`) | `BRAIN_SEARCH_URL` (SearXNG). Optional Basic Auth. |
-| `$HOME/.config/brain/db-profiles.yml` | read-only Postgres profiles (OnlyOffice via tunnel) |
-
-If the host already runs SearXNG, point `BRAIN_SEARCH_URL` at it. Do not start
-a second copy (D3). Optional Compose instance:
-
-```bash
-SEARXNG_SECRET=$(openssl rand -hex 32) docker compose --profile searxng up -d
-```
-
-That binds `127.0.0.1:8888`. JSON format must stay enabled.
-
-## Index then search
-
-Write path is `bin/brain/add.go` for a leaf (or `POST /ingest`). Bulk
-corpus rebuild remains `bin/brain/index.go --rebuild` (Compose profile
-`index`). Do not DROP INDEX on Ladybug 0.19.
-
-```bash
-bin/brain/add.go --text "arc-1 runs Matrix" --root facts --source "compose.yml x docker ps"
-bin/brain/index.go --rebuild
-bin/brain/search.go "LadybugDB vector index"     # facts → info → web (D17)
-bin/brain/search.go "upstream flag" --no-web
-bin/brain/get.go <id> --body
-bin/brain/stats.go
-```
-
-`--hop` is not implemented. Empty web results are `throttled`, not absence.
-Gap to v1: [roadmap](roadmap.md) / [epic #16](https://git.produktor.io/eSlider/2dph/issues/16).
-
-Ladybug 0.19: never `DROP INDEX` FTS/VECTOR (ghost catalog). Fresh indexes =
-delete `var/kb.lbug` then `--rebuild`.
-
-## HTTP / MCP
-
-```bash
-docker compose up -d brain                       # :8630 Zig CGO serve
-docker compose --profile index run --rm index    # rebuild
-docker compose --profile picoclaw up brain-mcp   # MCP 127.0.0.1:8630
-```
-
-`GET /openapi.json`, `POST /mcp`. Agent tool order: `search` → `get` → `audit`.
-
-## Reasoner (optional, D18)
-
-CPU sidecar on `127.0.0.1:11435`. Weights are not in the 2dph image.
-
-```bash
-docker compose --profile reasoner up -d reasoner
-REASONER_BASE_URL=http://127.0.0.1:11435/v1 ./bin/reasoner/bakeoff.go --json
-```
-
-See [reasoner.md](reasoner.md).

internal/brain/http.go

@@ -7,8 +7,6 @@ import (
 	"context"
 	"encoding/json"
 	"fmt"
-	"os/exec"
-	"path/filepath"
 
 	"github.com/eSlider/2dph/internal/brain/rank"
 )
@@ -139,22 +137,12 @@ func (HTTP) Audit(context.Context) ([]byte, error) {
 	return json.Marshal(map[string]any{"status": "ok", "by_confidence": rows})
 }
 
-func (HTTP) Ingest(ctx context.Context, body []byte) ([]byte, error) {
+func (HTTP) Ingest(context.Context) ([]byte, error) {
-	if len(bytes.TrimSpace(body)) == 0 {
 	return json.Marshal(map[string]any{
-			"mode":    "add",
+		"mode":    "rebuild",
-			"command": "bin/brain/add.go",
+		"command": "bin/brain/index.go --rebuild",
-			"rebuild": "bin/brain/index.go --rebuild",
+		"add":     "v2",
 	})
-	}
-	cmd := exec.CommandContext(ctx, filepath.Join(repoRoot(), "bin", "kb", "add"), "--json")
-	cmd.Stdin = bytes.NewReader(body)
-	cmd.Dir = repoRoot()
-	out, err := cmd.Output()
-	if err != nil {
-		return nil, fmt.Errorf("add: %w", err)
-	}
-	return out, nil
 }
 
 func asInt(v any) int64 {

internal/httpapi/mcp.go

@@ -144,15 +144,7 @@ func (s *Server) mcpCall(r *http.Request, params json.RawMessage) (any, error) {
 			return nil, fmt.Errorf("cancelled")
 		}
 		defer s.release()
-		var payload []byte
+		body, err = s.api.Ingest(r.Context())
-		text := strings.TrimSpace(fmt.Sprint(p.Arguments["text"]))
-		if text != "" && text != "<nil>" {
-			payload, err = json.Marshal(p.Arguments)
-			if err != nil {
-				return nil, err
-			}
-		}
-		body, err = s.api.Ingest(r.Context(), payload)
 	default:
 		return nil, fmt.Errorf("unknown tool %s", p.Name)
 	}

internal/httpapi/server.go

@@ -11,7 +11,6 @@ import (
 	"context"
 	"encoding/json"
 	"errors"
-	"io"
 	"log"
 	"net/http"
 	"os"
@@ -28,7 +27,7 @@ type API interface {
 	Get(ctx context.Context, id string, body bool) ([]byte, error)
 	Stats(ctx context.Context) ([]byte, error)
 	Audit(ctx context.Context) ([]byte, error)
-	Ingest(ctx context.Context, body []byte) ([]byte, error)
+	Ingest(ctx context.Context) ([]byte, error)
 }
 
 type Server struct {
@@ -60,7 +59,7 @@ func (s *Server) ServeHTTP(w http.ResponseWriter, r *http.Request) {
 	case PathAudit:
 		s.handleJSON(w, r, s.api.Audit)
 	case PathIngest:
-		s.handleIngest(w, r)
+		s.handleJSON(w, r, s.api.Ingest)
 	case PathOpenAPI:
 		s.handleOpenAPI(w, r)
 	case PathMCP:
@@ -117,24 +116,6 @@ func (s *Server) handleJSON(w http.ResponseWriter, r *http.Request, fn func(cont
 	writeAPI(w, body, err)
 }
 
-func (s *Server) handleIngest(w http.ResponseWriter, r *http.Request) {
-	var raw []byte
-	if r.Method == http.MethodPost {
-		b, err := io.ReadAll(io.LimitReader(r.Body, 1<<20))
-		if err != nil {
-			writeJSON(w, http.StatusBadRequest, map[string]any{"error": "read body"})
-			return
-		}
-		raw = b
-	}
-	if !s.acquire(w, r) {
-		return
-	}
-	defer s.release()
-	body, err := s.api.Ingest(r.Context(), raw)
-	writeAPI(w, body, err)
-}
-
 func (s *Server) tryAcquire(r *http.Request) bool {
 	return s.acquire(nopWriter{}, r)
 }
@@ -210,30 +191,11 @@ func (ExecSearcher) Get(context.Context, string, bool) ([]byte, error) {
 }
 func (ExecSearcher) Stats(context.Context) ([]byte, error) { return nil, errUnimplemented }
 func (ExecSearcher) Audit(context.Context) ([]byte, error) { return nil, errUnimplemented }
-func (b ExecSearcher) Ingest(ctx context.Context, body []byte) ([]byte, error) {
+func (ExecSearcher) Ingest(context.Context) ([]byte, error) {
-	if len(strings.TrimSpace(string(body))) == 0 {
 	return json.Marshal(map[string]any{
-			"mode":    "add",
+		"mode":    "rebuild",
-			"command": "bin/brain/add.go",
+		"command": "bin/brain/index.go --rebuild",
-			"rebuild": "bin/brain/index.go --rebuild",
 	})
-	}
-	root := os.Getenv("KB_ROOT")
-	if root == "" {
-		root = "."
-	}
-	cmd := exec.CommandContext(ctx, filepath.Join(root, "bin/kb/add"), "--json")
-	cmd.Stdin = strings.NewReader(string(body))
-	cmd.Dir = root
-	out, err := cmd.Output()
-	if err != nil {
-		var exitErr *exec.ExitError
-		if errors.As(err, &exitErr) {
-			return nil, errors.New("add failed: " + strings.TrimSpace(string(exitErr.Stderr)))
-		}
-		return nil, err
-	}
-	return out, nil
 }
 
 func defaultSearchCmd(root string) string {

internal/httpapi/server_test.go

@@ -1,7 +1,6 @@
 package httpapi
 
 import (
-	"bytes"
 	"context"
 	"encoding/json"
 	"net/http"
@@ -65,11 +64,8 @@ func (f *fakeSearcher) Audit(context.Context) ([]byte, error) {
 	return []byte(`{"status":"ok"}`), nil
 }
 
-func (f *fakeSearcher) Ingest(_ context.Context, body []byte) ([]byte, error) {
+func (f *fakeSearcher) Ingest(context.Context) ([]byte, error) {
-	if len(bytes.TrimSpace(body)) == 0 {
+	return []byte(`{"mode":"rebuild","command":"bin/brain/index.go --rebuild"}`), nil
-		return []byte(`{"mode":"add","command":"bin/brain/add.go"}`), nil
-	}
-	return []byte(`{"mode":"add","ids":["fake-leaf"]}`), nil
 }
 
 func (f *fakeSearcher) count() int {
@@ -197,27 +193,6 @@ func TestStatsAuditIngest(t *testing.T) {
 	}
 }
 
-func TestIngestIsAddNotRebuildHint(t *testing.T) {
-	h := NewServer(&fakeSearcher{}, 1)
-	code, body := get(t, h, "/ingest")
-	if code != http.StatusOK {
-		t.Fatalf("GET /ingest code = %d body=%s", code, body)
-	}
-	if strings.Contains(string(body), `"add":"v2"`) || strings.Contains(string(body), "write is v2") {
-		t.Fatalf("GET /ingest still a v2 hint: %s", body)
-	}
-	if !strings.Contains(string(body), "bin/brain/add.go") {
-		t.Fatalf("GET /ingest should name add.go: %s", body)
-	}
-	code, body = postJSON(t, h, "/ingest", `{"text":"hello","root":"info","source":"t"}`)
-	if code != http.StatusOK {
-		t.Fatalf("POST /ingest code = %d body=%s", code, body)
-	}
-	if !strings.Contains(string(body), "fake-leaf") {
-		t.Fatalf("POST /ingest should add: %s", body)
-	}
-}
-
 func TestHTTPPackageDoesNotExecPython(t *testing.T) {
 	raw, err := os.ReadFile("server.go")
 	if err != nil {

internal/httpapi/spec.go

@@ -47,15 +47,7 @@ var Ops = []Op{
 	},
 	{Path: PathStats, Method: "get", ID: "stats", Summary: "index health", MCP: true},
 	{Path: PathAudit, Method: "get", ID: "audit", Summary: "facts confidence histogram", MCP: true},
-	{
+	{Path: PathIngest, Method: "get", ID: "ingest", Summary: "rebuild hint (write is v2)", MCP: true},
-		Path: PathIngest, Method: "post", ID: "ingest", Summary: "add a leaf without rebuild",
-		MCP: true,
-		Params: []Param{
-			{Name: "text", In: "query", Type: "string", Description: "leaf text (omit for CLI hint)"},
-			{Name: "root", In: "query", Type: "string", Description: "facts or info (default info)"},
-			{Name: "source", In: "query", Type: "string", Description: "evidence pointer; facts need two sources"},
-		},
-	},
 	{Path: PathOpenAPI, Method: "get", ID: "openapi", Summary: "OpenAPI 3 document for this server"},
 }
 

internal/httpapi/spec_test.go

@@ -38,24 +38,11 @@ func TestMCPToolsMatchOpenAPIPaths(t *testing.T) {
 			t.Fatalf("MCP tool %s has no OpenAPI path %s", tool.Name, path)
 		}
 	}
-	for _, need := range []string{"search", "get", "stats", "audit", "ingest"} {
+	for _, need := range []string{"search", "get", "stats", "audit"} {
 		if !names[need] {
 			t.Fatalf("MCP tools missing %s: %v", need, names)
 		}
 	}
-	var ingest MCPTool
-	for _, tool := range tools {
-		if tool.Name == "ingest" {
-			ingest = tool
-			break
-		}
-	}
-	if strings.Contains(ingest.Description, "v2") {
-		t.Fatalf("ingest still a v2 hint: %s", ingest.Description)
-	}
-	if !strings.Contains(ingest.Description, "add") {
-		t.Fatalf("ingest should describe add: %s", ingest.Description)
-	}
 }
 
 func TestOpenAPIHTTP(t *testing.T) {

skills/brain/SKILL.md

@@ -26,15 +26,13 @@ second independent source when local roots cannot confirm. An answer is
 bin/brain/search.go "Matrix federation"                # pointers + snippets, YAML
 bin/brain/search.go "onlyoffice postgres" --root facts # restrict to confirmed
 bin/brain/search.go "where is cs-lexicon" --json | yq '.[].ref'
-bin/brain/add.go --text T --root facts --source "a.md x b.md"
 bin/brain/get.go <id> --body                           # full chunk only when needed
 bin/brain/stats.go                                     # index health
 bin/brain/eval.go                                      # recall@5 >= 0.95 gate (Go; Python bin/kb/eval is CI fallback)
 ```
 
-`bin/kb/search` is a deprecated wrapper. `--hop` errors (schema has
+`bin/kb/search` is a deprecated wrapper. `--hop` errors (File/FROM_FILE edges
-`FROM_FILE`; search does not walk it yet, [#17](https://git.produktor.io/eSlider/2dph/issues/17));
+are not wired yet); do not treat it as a graph walk.
-do not treat it as a graph walk.
 
 ## Rules
 

skills/brain/tools.md

@@ -8,4 +8,4 @@ Serve: `bin/brain/serve.go` (`GET /openapi.json`, `POST /mcp`).
 - `get` — read one leaf by id
 - `stats` — index health
 - `audit` — facts confidence histogram
-- `ingest` — add a leaf without rebuild
+- `ingest` — rebuild hint (write is v2)