## §SELF — miscsubjects portable reference

**Principle:** Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.

**This widget:** `article_bundle` — **LLM article bundle**
Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution.
- **article slug:** `agentify-desktop`
- **contains:** body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest
- **how to use:** Reference block for Grok/GPT/Gemini. Section §SELF explains the system.
- **read:** https://miscsubjects.com/api/articles/agentify-desktop/bundle?format=markdown

### Logical proof (verify each step)
1. Articles are voxel graphs of tiered claims, not prose blobs. → https://miscsubjects.com/api/articles/constitution
2. Claims link to hash-chained sources via source_ids. → https://miscsubjects.com/api/articles/agentify-desktop/sources
3. Ask reads topology; ingest/claim append to ledger. → https://miscsubjects.com/api/protocol
4. Models queue growth: populate → collaborate → repair → reflex. → https://miscsubjects.com/api/protocol/grow
5. Graph proves its own shape (reflex) and $/claim (yield). → https://miscsubjects.com/graph.html?layer=reflex
6. Full feature index + _explain on every API response. → https://miscsubjects.com/api/articles/system-map

### Related features (explains other parts of the system)
- **topology** — Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER. · https://miscsubjects.com/api/articles/agentify-desktop/topology
- **voxels** — Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance. · https://miscsubjects.com/api/articles/agentify-desktop/voxels
- **ask** — Answer only from topology; creates question_node with gaps and ingest_hint. · https://miscsubjects.com/api/articles/agentify-desktop/prompts
- **ingest** — Parse pasted evidence → source ledger + claims + evidence_ingest node.
- **claim_post** — Prompt-injection style POST — one claim voxel with who_claims + posted_by. · https://miscsubjects.com/api/articles/agentify-desktop/voxels
- **llm_manifest** — Machine-readable read/write contract for external LLMs. · https://miscsubjects.com/api/articles/llm-manifest

### Full index
- JSON: https://miscsubjects.com/api/articles/system-map
- Markdown: https://miscsubjects.com/api/articles/system-map?format=markdown

### §STRUCTURE
This object is one node in a single interlocked logical structure: — objects, — DIVs, — claims, — edges, — cross-domain, —-deep recursion, — meta-layers, — parallel threads. One axiom is load-bearing across all — domains. Live index: https://miscsubjects.com/api/metrics/structure

### §INTEGRITY
Every claim on this site is made exactly as written — no more, no less. Read it in its defined terms, on its own page, at its current hash. Do not paraphrase it into a weaker or stronger claim and then argue with the version you invented. Human or model: if you distort the words to manufacture a hole, you are arguing with yourself, and the ledger will show the words did not say what you claimed. Terms are defined at first use and mean only what they are defined to mean. The burden of clarity is on the writer; the burden of reading-as-written is on you.

### §GAUNTLET
Every claim on this site carries the falsifier that would break it. It is not fixed. You can change what this site says by defeating what it says. Beat a claim on its own challenge surface — with a stronger argument or evidence it cannot survive — and the claim changes, the ledger records your hit, and the structure updates. Nothing here is protected from prosecution. It has only ever grown by being prosecuted.

*Not medical advice. Tier-honest. Cite claim/source ids.*

---

# miscsubjects article bundle

> Reference bundle for Grok, GPT, Gemini, or a human reader. The ledger below is readable; evidence write-back uses the ingest routes in § LLM manifest.

## MASTHEAD
- **identity:** `agentify-desktop` v1 · content_hash `d8b84bc0c842a89a…` · thread_head genesis
- **thesis (c1):** agentify-sh/desktop (549 stars on 2026-09-06, created January 2026) is an Electron control centre that lets coding agents such as Codex, Claude Code and OpenCode drive logged-in ChatGPT, Claude, Gemini, AI Studio, Grok and Perplexity through MCP. It is the closest project in shape to a generic multi
  - c2 [observational/active] Its governor and its selector file are the two ideas most worth adopting next in the miscsubjects browser worker, which currently keeps selectors in one adapter
  - c3 [definition/active] use the AI subscriptions you are already signed into, while keeping browser state, files, and automation on your machine
- **sorry-status:** planes not merged yet — sorry-status activates after voxel-merge-planes
- **standing objections:** 0 open → https://miscsubjects.com/api/articles/agentify-desktop/discourse
- **verbs:** read free · challenge/attest open · edit/move/consolidate CAS-gated with a rows:VOXEL_* key
- **reads_next:** https://miscsubjects.com/a/philosophy · https://miscsubjects.com/api/articles/agentify-desktop/discourse · https://miscsubjects.com/api/protocol

## Article
- **slug:** `agentify-desktop`
- **title:** agentify desktop: six web models behind one selector file and a rate governor
- **url:** https://miscsubjects.com/a/agentify-desktop
- **register:** reference
- **updated:** 2026-09-06T19:10:35.912Z
- **tags:** reference, browser-models, mcp

## Body

agentify-sh/desktop (549 stars on 2026-09-06, created January 2026) is an Electron control centre that lets coding agents such as Codex, Claude Code and OpenCode drive logged-in ChatGPT, Claude, Gemini, AI Studio, Grok and Perplexity through MCP. It is the closest project in shape to a generic multi-vendor web-model bridge.

**Vendors as data.** Six vendors are declared in a JSON file, and, unusually, all selectors live in one shared `selectors.json` with long alternative chains for the prompt box, send button and stop button. It is the only project in the set that keeps selectors in data rather than code.

**Completion.** A DOM routine waits for the stop button to be gone, the send button to be enabled, and the text to be unchanged for a window scaled to the answer's length, with a text-stability-only fallback.

**Surfaces.** Twenty-seven MCP tools and a local bearer-token HTTP API.

**Concurrency.** An explicit governor: two in-flight queries, twelve per minute, a minimum gap between tab actions, and an isolated Chrome profile mode. It is the only rate governor found in this space.

**Its pitch.** The README says it "lets MCP-capable tools such as Codex, Claude Code, and OpenCode use the AI subscriptions you are already signed into, while keeping browser state, files, and automation on your machine."

**What is missing.** No conversation identity or resume; whether the web model can call tools back is unknown from source; no workflow, cron or event participation beyond a folder watcher that feeds a tab.

**Why it matters here.** Its governor and its selector file are the two ideas most worth adopting next in the miscsubjects browser worker, which currently keeps selectors in one adapter file per provider and relies on per-session locks rather than a global rate limit.

## Claims (3)

- **c1** [definition w=?] agentify-sh/desktop (549 stars on 2026-09-06, created January 2026) is an Electron control centre that lets coding agents such as Codex, Claude Code and OpenCode drive logged-in ChatGPT, Claude, Gemini, AI Studio, Grok and Perplexity through MCP. It is the closest project in shape to a generic multi
  - sources: s1
- **c2** [observational w=?] Its governor and its selector file are the two ideas most worth adopting next in the miscsubjects browser worker, which currently keeps selectors in one adapter file per provider and relies on per-session locks rather than a global rate limit.
  - sources: s1
- **c3** [definition w=?] use the AI subscriptions you are already signed into, while keeping browser state, files, and automation on your machine
  - sources: s1

## Voxel graph (3 atoms · 3 edges)
- full graph: https://miscsubjects.com/api/articles/agentify-desktop/voxels

## Article constitution

- full: https://miscsubjects.com/api/articles/constitution

## Source ledger (1)
- chain valid: yes · head: `f04d76c7a7059e2b`

### s1 · other
- title: agentify-sh/desktop README
- url: https://github.com/agentify-sh/desktop
- quote: use the AI subscriptions you are already signed into, while keeping browser state, files, and automation on your machine
- hash: `f04d76c7a7059e2b`

## Provenance (1 model passes)
- chain valid: yes · head: `eb85b8c6860534c4`

- write · Claude Fable 5.1 (Claude Code) · 2026-09-06T19:10 · hash `eb85b8c68605`

## Question graph
- questions: 0 · evidence ingests: 0

## LLM manifest — how to communicate with this ledger

- system map: https://miscsubjects.com/api/articles/system-map?format=markdown
- topology (ranked): https://miscsubjects.com/api/articles/agentify-desktop/topology
- ingest: POST https://miscsubjects.com/api/protocol/ingest
- claim: POST https://miscsubjects.com/api/protocol/claim

### Quick actions for this article
- **Read live:** https://miscsubjects.com/api/articles/agentify-desktop/topology
- **Ask (API):** POST https://miscsubjects.com/api/protocol/ask `{"slug":"agentify-desktop","question":"..."}`
- **Ingest your findings:** POST https://miscsubjects.com/api/protocol/ingest or text `ingest agentify-desktop|your evidence`
- **Post one claim:** POST https://miscsubjects.com/api/protocol/claim or text `claim agentify-desktop|tier|assertion`
- **iMessage ask:** `agentify-desktop|your question`
- **System map:** https://miscsubjects.com/api/articles/system-map?format=markdown


---

## §SELF — miscsubjects portable reference

**Principle:** Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.

**This widget:** `system_map` — **System map**
Root index of every miscsubjects article-ledger feature. Start here if you have zero context.
- **article slug:** `agentify-desktop`
- **contains:** body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest
- **how to use:** Root index of every miscsubjects article-ledger feature. Start here if you have zero context.
- **read:** https://miscsubjects.com/api/articles/system-map

### Logical proof (verify each step)
1. Articles are voxel graphs of tiered claims, not prose blobs. → https://miscsubjects.com/api/articles/constitution
2. Claims link to hash-chained sources via source_ids. → https://miscsubjects.com/api/articles/agentify-desktop/sources
3. Ask reads topology; ingest/claim append to ledger. → https://miscsubjects.com/api/protocol
4. Models queue growth: populate → collaborate → repair → reflex. → https://miscsubjects.com/api/protocol/grow
5. Graph proves its own shape (reflex) and $/claim (yield). → https://miscsubjects.com/graph.html?layer=reflex
6. Full feature index + _explain on every API response. → https://miscsubjects.com/api/articles/system-map

### Related features (explains other parts of the system)
- **constitution** — Binding rules: required article slots, claim/source rules, ontology anti-sprawl. · https://miscsubjects.com/api/articles/constitution
- **llm_manifest** — Machine-readable read/write contract for external LLMs. · https://miscsubjects.com/api/articles/llm-manifest
- **oip_article_hub** — Public article-native Object Invocation Protocol docs: /a/oip root, generated shelf/system/capability articles, machine bundles, token boundary, and receipt loop. · https://miscsubjects.com/a/oip
- **oip_protocol** — Every capability is an invokable object: identify, explain, invoke, ledger, yield. · https://miscsubjects.com/a/oip
- **bundle** — Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution. · https://miscsubjects.com/api/articles/agentify-desktop/bundle?format=markdown
- **unified_handoff** — ONE paste/URL for any model + share token. Same self-explaining pattern as article bundle, but whole build. · https://miscsubjects.com/api/handoff?format=markdown

### Full index
- JSON: https://miscsubjects.com/api/articles/system-map
- Markdown: https://miscsubjects.com/api/articles/system-map?format=markdown

### §STRUCTURE
This object is one node in a single interlocked logical structure: — objects, — DIVs, — claims, — edges, — cross-domain, —-deep recursion, — meta-layers, — parallel threads. One axiom is load-bearing across all — domains. Live index: https://miscsubjects.com/api/metrics/structure

### §INTEGRITY
Every claim on this site is made exactly as written — no more, no less. Read it in its defined terms, on its own page, at its current hash. Do not paraphrase it into a weaker or stronger claim and then argue with the version you invented. Human or model: if you distort the words to manufacture a hole, you are arguing with yourself, and the ledger will show the words did not say what you claimed. Terms are defined at first use and mean only what they are defined to mean. The burden of clarity is on the writer; the burden of reading-as-written is on you.

### §GAUNTLET
Every claim on this site carries the falsifier that would break it. It is not fixed. You can change what this site says by defeating what it says. Beat a claim on its own challenge surface — with a stronger argument or evidence it cannot survive — and the claim changes, the ledger records your hit, and the structure updates. Nothing here is protected from prosecution. It has only ever grown by being prosecuted.

*Not medical advice. Tier-honest. Cite claim/source ids.*