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Theme 3 · AI Agent tools (Hermes / Codex / MiniMax code)

This is the synthesis page for AI Agent 工具 — Robin's daily-driver stack for autonomous work. The stack has three primary agent surfaces (Hermes Agent on WSL, MiniMax code on the desktop, Codex CLI), with OpenWiki as the cross-agent memory substrate and a local-fleet support layer (RustDesk remote, Gitea wiki, RAGFlow KB cross-query).

What this theme covers

Primary agent surfaces: Hermes Agent v0.19 "Quicksilver" (→ v0.20.0 in 2026-08-03), MiniMax code (desktop), Codex CLI (fallback).
Inference provider: MiniMax-M3 (1M context multimodal) → MiniMax-H3 frontier model (2026-08-03 launch cluster).
Memory substrate: OpenWiki (LangChain open-source, local markdown wiki) + Gitea (public read-only mirror).
Cross-agent tooling: 4 OpenWiki bridge skills (MiniMax code reads OpenWiki); literature-deep-read SOP; sales-ammunition query skill; 4-connector cron pipeline.
Remote / access: RustDesk self-hosted hbbs + hbbr for ITX host remote control (2026-08-05).

Agent stack architecture

flowchart TD
    User[Robin · desktop / mobile]
    subgraph DesktopWSL[WSL · primary host]
        Hermes[Hermes Agent v0.19 Quicksilver]
        Cron1["cron 02:00 (openwiki-update.sh)"]
    end
    subgraph DesktopPC[Windows desktop · secondary]
        MiniMaxCode["MiniMax code (+ 4 bridge skills)"]
        CodexCLI[Codex CLI fallback]
    end
    subgraph Remote[ITX 24h host · future]
        ITXHermes["Hermes Agent (on Ubuntu 22.04)"]
    end
    subgraph Memory[Memory substrate]
        OpenWiki[("OpenWiki (local markdown wiki)")]
        Gitea["Gitea public mirror (10.10.10.254:3080)"]
    end
    subgraph KB[Knowledge backends · NAS]
        RAGFlowKB["RAGFlow (18 KB · 32709 docs)"]
        NocoDBDB["NocoDB (13 lit tables)"]
        SeaFileStore["SeaFile (4 repos · 77 GB)"]
        WikiJS["Wiki.js (1500+ pages)"]
    end
    subgraph LLM[Local inference · see theme 04]
        MiniMaxM3[MiniMax-M3 1M context]
        Ollama[Ollama · qwen2.5vl:7b]
        Reranker[bge-reranker]
    end

    User -->|primary chat| Hermes
    User -->|desktop tasks| MiniMaxCode
    User -->|fallback| CodexCLI
    Hermes -->|reads / writes| OpenWiki
    MiniMaxCode -->|bridge skills read| OpenWiki
    Cron1 -->|HN + Tavily + git-repo ingest| OpenWiki
    Cron1 -->|M3 agent synthesis| OpenWiki
    OpenWiki -->|commit + push| Gitea
    Hermes -->|cross-query| RAGFlowKB
    Hermes -->|metadata| NocoDBDB
    Hermes -->|PDF retrieval| SeaFileStore
    Hermes -->|published deep reads| WikiJS
    ITXHermes -.future.-> OpenWiki
    Hermes -.inference.-> MiniMaxM3
    RAGFlowKB -.embedding.-> Ollama
    RAGFlowKB -.rerank.-> Reranker

The architecture shows three agent surfaces sharing the OpenWiki memory substrate, which mirrors to a public Gitea repo for cross-device reading. The four NAS-backed knowledge systems (RAGFlow / NocoDB / SeaFile / Wiki.js) are queried by Hermes on demand and route evidence into the wiki synthesis layer.

Primary agent surfaces

Hermes Agent (WSL primary)

v0.19 "Quicksilver" release (2026-07-25) — first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration. Tracks on /themes.md hermes-agent-v0-19-quicksilver row.
v0.19.1 patch (2026-08-02) — NousResearch issues/77000 GitHub bug report ("gpt-5.6-luna + opencode-go"). Confirms patch-version activity on the v0.19.x track between v0.19 and v0.20.0.
v0.20.0 release (2026-08-03, tag v2026.8.3) — next major version after v0.19 Quicksilver. HN item 49159200 (1pt day-of, but the GitHub release is the authoritative primary source). Last-seen refresh applied to hermes-agent-v0-19-quicksilver row description; v0.20.0 features not yet documented in source-page synthesis.
configuration.md (2026-07-26) — documents iteration-budget behavior change (April 2026: removed premature 70%/90% warnings; now single wrap-up at 500/500 with grace call).
features/api-server.md (2026-07-27) — documents new /v1/runs/{run_id}/stop + /approval endpoints with MiniMax-M3 as the documented default model. Updated 2026-07-30 with a per-profile API_SERVER_KEY breaking-change warning and a runs API for long-form sessions.
MCP 2026-07-28 protocol revision (adjacent watchlist) — finalized not-backward-compatible revision. Relevant to OpenWiki's MCP server architecture. Folded into hermes-agent-v0-19-quicksilver evidence column.

MiniMax code (Windows desktop)

4 OpenWiki bridge skills — allow MiniMax code to cross-agent query the OpenWiki memory substrate (reads /sources/literature.md on "what did Robin recently read", reads /sources/agents.md on "who are the distributors", reads /sources/wikijs.md on "is there an X topic in Wiki.js", reads /sources/sales-ammunition.md on "ClinoReactor sales ammunition"). See /sources/OpenWiki速查手册.md §5.
Inference provider: MiniMax-M3 (1M context multimodal) — daily-driver model for cross-agent tasks. See /themes/04-local-llm.md for the broader local-LLM fleet.
Adjacent: openclaw-bridge v1.5 — MiniMax code cross-agent index, sits on top of the 4 OpenWiki bridge skills.

Codex CLI (fallback)

Used only when Hermes or MiniMax code is unavailable — not the primary surface. Codex CLI itself has 42 HN hits in the 2026-08-03 pull (49159200 Hermes + MiniMax-H3 cluster is the only workflow-relevant signal), all of which are surface-level generic agent wrappers/TUIs/skills products (e.g. 49107749 Agent-Manager Tmux TUI 80 pts; 49110007 Aggregated Claude Code sessions 1 pt). Codex CLI itself is not the canonical Robin agent — it is the fallback.

Cross-agent memory substrate: OpenWiki

OpenWiki = LangChain 7/10 open-source "personal brain" framework. Local markdown wiki rooted at ~/.openwiki/wiki, mirrored to Gitea public http://10.10.10.254:3080/Robin/openwiki-wiki. Cron pipeline: every night 02:00 openwiki-update.sh (HN + Tavily + git-repo + M3 agent synthesis) → commit → push to Gitea. Every 02:30 openwiki-update-sources.sh (NocoDB + SeaFile + Wiki.js + RAGFlow health checks) → commit → push.
Five canonical synthesis pages — /quickstart.md, /themes.md, /commitments.md, /open-questions.md, /personal-logistics.md. Five detailed theme pages under /themes/.
Evidence layer — 21 source pages under /sources/, one per active connector or subsystem.
Activation manual: /README-ACTIVATION.md (2026-07-27 update). 8 sections covering TL;DR / connectors not yet on / daily operations / what Robin manually does / what Robin never touches / cross-tool cheat sheet / today's real system status / changes from 7-26 / next steps.
Cheat sheet: /sources/OpenWiki速查手册.md (2026-07-27 one-shot reference for talking to colleagues / boss / agents about what OpenWiki is).

Supporting toolchain (AI-side)

Literature-deep-read (LDR) skill

Master template: /sources/ldr-report-template.md — 8 铁律 + 3 trigger modes (精简 4 步 vs 完整 8 步 vs 自动) + 5-section report template (做什么 / 3 发现 / 4 维产品对接 / 局限 / 转发语+落款+PDF). Total report length 800–1500 characters.
SOP lessons: /sources/2026-07-27-4-27-sop-vs-implementation.md — 9-step SOP vs 7-27 凭印象实操 comparison. PyMuPDF xref dedup + 30KB filter + p1 logo 剔除. NocoDB v1 + JSON body (范本 v2 fails 3x). SeaFile ?dl=1 suffix required. 3-frame SeaFile image 嵌入 markdown.
Toolchain打通战报: /memory-2026-07-16-tools-final.md — 2026-07-16 OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code 端到端打通. 9 链路.

Remote access (RustDesk)

Self-hosted hbbs + hbbr: /sources/rustdesk-sop.md — NAS Unraid container, OpenWrt frpc → Tencent 轻量云 frps, ITX rustdesk 1.4.9 client. Permanent password Ldw811223!, ITX ID 263 739 134. Supports Robin's planned 24h ITX host build (/commitments.md itx-24h-host-build-2026-q3).
ITX 24h host build plan — mATX + i5-12400 + DDR4-2666 32G + dual-NIC (板载 Realtek 1Gb + Intel PRO/1000 GT) NAS isolation. Budget ¥2,985.82, 10/11 parts arrived. Plan: Ubuntu Server 22.04 LTS install + 双网卡静态 IP + Hermes Agent install + 24h soak test.

Public mirror (Gitea)

Gitea repo: Robin/openwiki-wiki public, http://10.10.10.254:3080. Robin can read on phone / desktop browser without auth. Commit + push happens automatically after each OpenWiki cron run.

Adjacent workflow signals (HN / Tavily)

agent-memory-architecture theme row on /themes.md — clusters Karpathy LLM Wiki + Google OKF + MCP + verginglabs.com "A Markdown wiki outscored every AI agent memory product we benchmarked" (HN 49156055, 2 pts, watchlist). 15+ distinct sources on the shared-agent-memory pattern. OpenWiki aligns with this lane (Open Knowledge Format front-matter is the structural backbone).
Tavily / Hermes / MiniMax-M3 lane — Tavily answer text on this lane is partially fabricated (e.g. Tavily claimed a "release date of June 1, 2026" for Hermes v0.19 Quicksilver; the actual release is 2026-07-25 per Nous Research). Trust underlying URLs + GitHub release tags; ignore Tavily answer text.

Cross-cutting relationships

Depends on /themes/04-local-llm.md — every Hermes / MiniMax code call is served by local-LLM inference (Ollama / bge-reranker / RAGFlow retrieval). When the desktop AI service is down (7997 / 8090 / 11434), cross-agent RAGFlow queries fall back to metadata-only.
Writes to /themes/05-robin-research.md — the M3 agent synthesis step is what routes evidence into the personal-research theme (deep reads, vendor product signals, demo plans).
Touches /themes/01-organoid-equipment.md and /themes/02-bioprinting.md** through the LDR pipeline — every deep read on CelVivo / 3Brain / Cellink / Femtobiomed goes through the LDR master template + SOP.

Backlog for this theme

Codex CLI adoption question — currently the fallback agent; no active usage notes. Decide whether to expand Codex into a second-primary surface or keep as fallback-only.
Hermes v0.20.0 feature documentation — only the GitHub release tag is in evidence; the changelog has not been deep-read. Add to next Tavily pull's Hermes Agent MiniMax M3 changelog 2026 query.
OpenWiki bridge skill expansion — currently 4 skills. Decide whether to add cross-KB retrieval skills (RAGFlow live query) now that embedding service is intermittent.
MiniMax-H3 adoption — HN launch cluster 2026-08-03 (ComfyUI 167pts + HuggingFace 8pts + LMSYS Twitter 2pts); decide whether H3 replaces M3 as the daily-driver inference.

What to read next

Question	Go to
What is OpenWiki and how do I use it?	`/sources/OpenWiki速查手册.md`
What connectors does OpenWiki have?	`/README-ACTIVATION.md`
What is the LDR report format?	`/sources/ldr-report-template.md`
What are the LDR SOP lessons?	`/sources/2026-07-27-4-27-sop-vs-implementation.md`
How is RustDesk configured?	`/sources/rustdesk-sop.md`
What did Robin do on 2026-07-16 (toolchain通)?	`/memory-2026-07-16-tools-final.md`
What is the ITX 24h host build?	`/commitments.md` `itx-24h-host-build-2026-q3`

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