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---
type: "Reference"
title: "Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)"
description: "Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory."
tags: [theme, research, vault, deep-read, sales, crm, life-sciences, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, celvivo-app-note-2026, aiello-bagni-rc-cfd, tian-epicardium-mtor, kim-egain-3d-mea, ajongbolo-brain-organoid-review, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, vascularized-organoids, cardiac-organoids, skin-organoids]
timestamp: 2026-08-26T18:06:15Z
description: "Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory. The 2026-08-26 + 2026-08-27 fetches observed vault HEAD unchanged at `9d4767c7` (vault silent for the 1st + 2nd consecutive fetches since the 2026-08-24/25 SECOND 5-paper LDR burst) with the 4 carry-forward untracked directories (Review + templates + celvivo_commercial + deepread_40240593) bumping their carry-forward counts to 16/11/11/4 days."
tags: [theme, research, vault, deep-read, sales, crm, life-sciences, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, celvivo-app-note-2026, aiello-bagni-rc-cfd, tian-epicardium-mtor, kim-egain-3d-mea, ajongbolo-brain-organoid-review, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, vascularized-organoids, cardiac-organoids, skin-organoids, vault-silent-2d, thirteenth-sources-sync, review-subfolder-confirmed-one-off]
timestamp: 2026-08-27T18:25:00Z
---
# Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)
@@ -51,19 +51,19 @@ The diagram shows Robin's research substrate: a single Obsidian vault with 8 buc
## Knowledge substrate: Obsidian vault
Snapshot from [`/sources/git-repo.md`](/sources/git-repo.md) (last fetch 2026-08-24T18:05:00Z):
Snapshot from [`/sources/git-repo.md`](/sources/git-repo.md) (last fetch 2026-08-27T18:25:00Z):
| Field | Value |
| --- | --- |
| Repo path | `/home/ldw/workspace` |
| Branch | `main` |
| HEAD | `fb017e4fb40f874e54fb2a92eff235abe1c487cb` (**bumped** at the 2026-08-24T18:05Z fetch — **5 new vault commits** in the 2026-08-23T18:11Z → 2026-08-24T18:05Z 24-hour window; **breaks the 7-fetch vault-silence streak** that started after the 2026-08-16 Quintard + Guo cluster; **largest single-day LDR burst since the 2026-07-29 Parate / Lee / Hodge cluster**) |
| Ahead of origin/main | 25 commits new since 2026-08-03 fetch (+5 from 2026-08-24) |
| HEAD | `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (**unchanged** at the 2026-08-27T18:25Z fetch — **0 new vault commits** for the 2nd consecutive fetch since the 2026-08-25T18:13Z fetch; the 2026-08-25 SECOND 5-paper LDR burst remains the most recent committed vault activity, 2 calendar days stale; combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** remains the largest sustained 2-day research output in Robin's vault activity log) |
| Ahead of origin/main | 30 commits new since 2026-08-03 fetch (+5 from the prior 25-commit baseline at the 2026-08-24T18:05Z fetch; total remains 30 since 2026-08-03) |
| Auth | local path only — no remote, no credentials |
| Working-tree state | dirty (23 untracked files + 3 untracked directories — `celvivo_commercial/1331651_20260630_131201.pdf` + `templates/类器官IRB申请清单.md` + `deepread_40240593/` (NEW this fetch, 7 subdirs); the `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-Review/-subfolder is still-uncommitted, carrying forward from the 2026-08-13 fetch, **13-day carry-forward** at the 2026-08-24T18:05Z fetch — **11 fetches silent** on the file) |
| Raw manifest | `~/.openwiki/connectors/git-repo/raw/2026-08-24T18-05-31-919Z/manifest.json` |
| **Latest cluster (2026-08-23/24, replacing the 2026-08-16 Quintard + Guo cluster)** | **5-paper root-level single-shot LDR burst** (`ad4abcde` Ajongbolo 2025 Cells brain organoid review → `5f02489a` Kim 2025 Nat Commun EGaIn 3D MEA → `40b357b8` Tian 2025 Nat Commun hiPSC epicardium mTOR → `f2118a62` Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD → `fb017e4f` CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker) — all 5 files committed to `obsidian-vault/04-Literature/Deep-Reads/` root (not in per-vendor subfolder, **non-standard pattern** vs the prior per-vendor subfolder discipline); all 5 single-shot entries (no v2/v3 SOP rewrite cycles this cluster, unlike the 2026-08-16 Quintard 4-commit + Guo 3-commit pattern). Vendor mapping: 3 CelVivo-aligned (App Note + Aiello + Ajongbolo review) + 1 3Brain-adjacent (Kim EGaIn 3D MEA) + 1 cardiac epicardium (Tian mTOR, no vendor callouts) |
| **Latest uncommitted artifact (2026-08-13 → 2026-08-24, multi-file, unchanged at the 2026-08-24T18:05Z fetch except for new `deepread_40240593/`)** | `04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` (carry-forward untracked from 2026-08-13, now at **13-day carry-forward** at the 2026-08-24 fetch — file mtime `2026-08-11 16:31:54 +0800` so mtime-based carry-forward is 13 days; first-observation-date-based carry-forward is 11 days; **structural signal continuing to weaken** per `/sources/git-repo.md` Notable-entity entry — 11 consecutive fetches silent on the file; subfolder is more likely a one-off than a recurring pattern) + **2 prior untracked directories added at the 2026-08-17 fetch**, still-uncommitted at the 2026-08-24 fetch (**8-day carry-forward** each — was 7-day at the 2026-08-23 fetch, 6-day at the 2026-08-22 fetch, 5-day at the 2026-08-21 fetch): `celvivo_commercial/1331651_20260630_131201.pdf` (6-30 quote PDF migrated into new folder) + `templates/类器官IRB申请清单.md` (180-line IRB application checklist derived from Guo 2026; Robin's first customer-facing template produced from a single deep-read — see the new Templates subtree below) + **1 new untracked directory added at the 2026-08-24 fetch** — `deepread_40240593/` (7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers; the new directory is Robin's LDR pipeline intermediate-artifact workspace, see `/sources/git-repo.md` Notable-entity § "deepread_40240593/ pipeline workspace") |
| Working-tree state | dirty (23 untracked files + 4 untracked directories — `celvivo_commercial/1331651_20260630_131201.pdf` + `templates/类器官IRB申请清单.md` + `deepread_40240593/` (7 subdirs, 4-day carry-forward at 2026-08-27) + `Review/zhou2023_computer_vision_microfluidics.md` (**16-day carry-forward** at the 2026-08-27T18:25Z fetch, **14 fetches silent**, **confirmed one-off** per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration; the `celvivo_commercial/` + `templates/` entries are also approaching confirmed one-off interpretation at **11-day carry-forward** each, **10 fetches silent**)) |
| Raw manifest | `~/.openwiki/connectors/git-repo/raw/2026-08-27T18-25-58-335Z/manifest.json` |
| **Latest cluster (2026-08-24/25, replacing the 2026-08-23/24 root-level burst)** | **5-paper LDR burst** (`089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS → `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review → `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping retrofit + 净化 Robin mentions — **FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline**) → `5907cdfc` Shen 2026 Chin Med J vascularized organoids review → `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus) — all 5 files landed in **per-application-domain subfolders** (Tevonian + Shen → `Vascularized-Organoids/` + Yang → `Cardiac-Organoids/` + Zhai → `Skin-Organoids/`) returning to the standard subfolder discipline after the 2026-08-23/24 root-level non-standard pattern; the cluster creates **3 NEW `04-Literature/Deep-Reads/` subfolders**; all 5 single-shot entries plus 1 in-place `M` retrofit commit. Vendor mapping: 4 of 5 papers vendor-anchored to 5-vendor mapping (CelVivo / Cellink / Mimetas / 3Brain / FemtoBiomed) applied retroactively via `9aa2af4c`; the 2026-08-24/25 cluster was the **SECOND consecutive single-day 5-paper LDR burst** — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** |
| **Latest uncommitted artifacts (2026-08-13 → 2026-08-27, multi-file, unchanged across the 2026-08-26 + 2026-08-27 fetches)** | `04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` (carry-forward untracked from 2026-08-13, now at **16-day carry-forward** at the 2026-08-27 fetch — file mtime `2026-08-11 16:31:54 +0800` so mtime-based carry-forward is 16 days; first-observation-date-based carry-forward is 14 days; **structural signal confirmed as one-off** per `/sources/git-repo.md` Notable-entity entry — 14 consecutive fetches silent on the file; the entry should be demoted to a stale / not recurring carry-forward note on the next synthesis pass) + **2 prior untracked directories added at the 2026-08-17 fetch**, still-uncommitted at the 2026-08-27 fetch (**11-day carry-forward** each — was 10-day at the 2026-08-26 fetch, 9-day at the 2026-08-25 fetch): `celvivo_commercial/1331651_20260630_131201.pdf` (6-30 quote PDF migrated into new folder; both `celvivo_commercial/` and `templates/` are now approaching confirmed one-off interpretation alongside the `Review/` entry) + `templates/类器官IRB申请清单.md` (180-line IRB application checklist derived from Guo 2026; Robin's first customer-facing template produced from a single deep-read — see the new Templates subtree below) + **1 new untracked directory added at the 2026-08-24 fetch** — `deepread_40240593/` (7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers; the new directory is Robin's LDR pipeline intermediate-artifact workspace, see `/sources/git-repo.md` Notable-entity § "deepread_40240593/ pipeline workspace"; **4-day carry-forward** at 2026-08-27, directory mtime unchanged since 2026-08-24 16:31 +0800, the working-folder pipeline hypothesis has weakened — the absence of mtime movement across the 2026-08-25 + 2026-08-26 + 2026-08-27 fetches suggests the pipeline may have been abandoned or formalized differently) |
### Vault navigation index (top-level folders)
@@ -114,9 +114,9 @@ Snapshot from [`/sources/git-repo.md`](/sources/git-repo.md) (last fetch 2026-08
| `Retinal/` | 1 | retinal organoid |
| `Microbioreactor/` | 1 | Rosero 2026 Front Bioeng Biotechnol (added 2026-08-07) |
| `Cells/` | 1 | Fernandez Vallone 2026 Cells THSDC (added 2026-08-08) |
| `Review/` | 1 | Zhou 2023 computer vision + microfluidics (added 2026-08-13, **untracked**, **10-day carry-forward** at 2026-08-21 fetch (was 9-day at 2026-08-20) — **8 fetches silent** — structural signal continuing to weaken; **11-day carry-forward** at 2026-08-22 fetch — **9 fetches silent**) |
| `Templates/` | 1 | `类器官IRB申请清单.md` v1.0 (2026-08-16, derived from Guo 2026 ethics deep-read, **untracked**; first customer-facing template produced from a single deep-read; **5-day carry-forward** at 2026-08-21 fetch — was 4-day at 2026-08-20; **6-day carry-forward** at 2026-08-22 fetch) |
| `CelVivo-commercial/` | 1 | `1331651_20260630_131201.pdf` (2026-06-30 quote PDF migrated into new folder 2026-08-17, **untracked**; **5-day carry-forward** at 2026-08-21 fetch — was 4-day at 2026-08-20; **6-day carry-forward** at 2026-08-22 fetch) |
| `Review/` | 1 | Zhou 2023 computer vision + microfluidics (added 2026-08-13, **untracked**, **10-day carry-forward** at 2026-08-21 fetch (was 9-day at 2026-08-20) — **8 fetches silent** — structural signal continuing to weaken; **11-day carry-forward** at 2026-08-22 fetch — **9 fetches silent**; **12-day carry-forward** at 2026-08-23 fetch — **10 fetches silent**; **13-day carry-forward** at 2026-08-24 fetch — **11 fetches silent**; **14-day carry-forward** at 2026-08-25 fetch — **12 fetches silent**; **15-day carry-forward** at 2026-08-26 fetch — **13 fetches silent**; **16-day carry-forward** at 2026-08-27 fetch — **14 fetches silent** — **confirmed one-off interpretation at 2026-08-27 fetch** per the parallel `Review/` downgrade in `/sources/git-repo.md`) |
| `Templates/` | 1 | `类器官IRB申请清单.md` v1.0 (2026-08-16, derived from Guo 2026 ethics deep-read, **untracked**; first customer-facing template produced from a single deep-read; **5-day carry-forward** at 2026-08-21 fetch — was 4-day at 2026-08-20; **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch; **10-day carry-forward** at 2026-08-26 fetch; **11-day carry-forward** at 2026-08-27 fetch — **approaching confirmed one-off interpretation alongside the `Review/` entry**) |
| `CelVivo-commercial/` | 1 | `1331651_20260630_131201.pdf` (2026-06-30 quote PDF migrated into new folder 2026-08-17, **untracked**; **5-day carry-forward** at 2026-08-21 fetch — was 4-day at 2026-08-20; **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch; **10-day carry-forward** at 2026-08-26 fetch; **11-day carry-forward** at 2026-08-27 fetch — **approaching confirmed one-off interpretation alongside the `Review/` + `Templates/` entries**) |
Total ≈ 1,206 deep-read notes on `main` + **1 untracked entry in the new `Review/` subfolder** (`zhou2023_computer_vision_microfluidics.md`, 2026-08-13 — first review-type subfolder; future-commit candidate) + **2 new untracked directories** (`templates/类器官IRB申请清单.md` + `celvivo_commercial/1331651_20260630_131201.pdf`, 2026-08-17). The 4 vendor subfolders (Celvivo / 3Brain / Cellink / Organoid) cover the canonical product KB per the wiki goal focus areas. The new `templates/` folder signals Robin may be formalizing customer-facing deliverables (checklists / templates / sales scripts) as a separate vault subtree — the IRB application checklist is the first such artifact.
themes/index.md
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- [Theme 2 · 3D bioprinting (Cellink / BIONOVA)](02-bioprinting.md) - Synthesis page for Robin's 3D bioprinting theme — Cellink BIO X / BIONOVA X / Lumen X extrusion and DLP printing hardware for tissue engineering, drug tablets, and scaffold fabrication.
- [Theme 3 · AI Agent tools (Hermes / Codex / MiniMax code)](03-ai-agents.md) - Synthesis page for Robin's daily-driver AI agent stack — Hermes Agent on WSL, MiniMax code on the desktop, Codex CLI fallback, OpenWiki as cross-agent memory substrate, and supporting toolchain (RustDesk, Gitea, Wiki.js, RAGFlow).
- [Theme 4 · Local LLM deployment (Ollama / bge-reranker / RAGFlow)](04-local-llm.md) - Synthesis page for Robin's local-LLM fleet — Ollama serve + qwen2.5vl:7b vision model + BAAI/bge-m3 embeddings (Ollama + LM Studio) + bge-reranker rerank + RAGFlow KB retrieval + adjacent NAS subsystems (NocoDB / SeaFile / Wiki.js / Feishu mail).
- [Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)](05-robin-research.md) - Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory.
- [Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)](05-robin-research.md) - Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory. The 2026-08-26 + 2026-08-27 fetches observed vault HEAD unchanged at `9d4767c7` (vault silent for the 1st + 2nd consecutive fetches since the 2026-08-24/25 SECOND 5-paper LDR burst) with the 4 carry-forward untracked directories (Review + templates + celvivo_commercial + deepread_40240593) bumping their carry-forward counts to 16/11/11/4 days.