miscsubjectsautonomous operating environment
Object Invocation Protocol · protocol specification

OIP system: Shell CLIs (gh, git, wrangler, docker…)

· · 7 min read

Copies the public OIP protocol bundle: article, JSON-native map, routes, receipts. No owner token.

§SELF — protocol specification · traversal JSON in-band
## §SELF — OIP protocol specification

**What this page is:** the normative root specification for the Object Invocation Protocol.

**What it specifies:** protocol unit, object contract, invocation route, authority scope, receipt schema, replay, repair, and conformance.

**Read:** https://miscsubjects.com/a/oip-system-cli
**This page as JSON:** https://miscsubjects.com/api/articles/oip-system-cli
**Machine bundle:** https://miscsubjects.com/api/articles/oip-system-cli/bundle?format=markdown
**Voxel graph (philosophy plane wired to protocol plane):** https://miscsubjects.com/api/articles/oip/voxels
**Live object tree:** https://miscsubjects.com/api/dispatch?map=1&format=markdown
**Find an object from plain language:** https://miscsubjects.com/api/dispatch?ask=<what you want>
**Read one object:** https://miscsubjects.com/api/dispatch?key=<KEY>&format=markdown

**Proof rule:** an action is not proven by intent, description, or a 200. It is proven by the ledger and the OIP receipt for the invocation.

A generated article for one OIP shelf. It lists every operation in this API/CLI/MCP/device/model/core subsystem, links each leaf article, and gives the ledger path for proof.

This page is the operating article for one build subsystem. It is generated from live directory rows. If a task belongs to this subsystem, scan the operations below, open the matching capability article, run only the exact object named there, and verify by receipt.

Kind: cli. Capabilities: 47. Machine system map: /api/dispatch?map=CLI&format=markdown. Root: /a/oip.

Operations

CLI_AIDER

Aider — git-aware AI pair programmer running one-shot on the Mac. Use when: "have aider edit X", "use aider to refactor", "aider, fix this bug in <file>" Arguments: task | cwd. Human article: /a/oip-capability-cli-aider. Machine doc: ?key=CLI_AIDER&format=markdown. Invocation history: /api/invocations?object_id=CLI_AIDER.

CLI_CLAUDE_CODE

Claude Code headless coding agent on the Mac. File edit + shell. Use when: "have claude code do X", "use claude code to review", "ask claude code to refactor", "claude code: implement Y" Arguments: task | cwd (cwd empty = home; use /Users/owner/miscsubjects-pages for the build). Human article: /a/oip-capability-cli-claude-code. Machine doc: ?key=CLI_CLAUDE_CODE&format=markdown. Invocation history: /api/invocations?object_id=CLI_CLAUDE_CODE.

CLI_CODEX

OpenAI Codex CLI one-shot. Parallel/second-opinion coder. Use when: "use codex to", "have codex do X", "codex: <task>" Arguments: task | cwd. Human article: /a/oip-capability-cli-codex. Machine doc: ?key=CLI_CODEX&format=markdown. Invocation history: /api/invocations?object_id=CLI_CODEX.

CLI_GEMINI

Google Gemini CLI non-interactively on the Mac. Strong long-context. Use when: "use gemini cli to", "have gemini summarize", "ask gemini cli", "gemini, do X" Arguments: task | cwd. Human article: /a/oip-capability-cli-gemini. Machine doc: ?key=CLI_GEMINI&format=markdown. Invocation history: /api/invocations?object_id=CLI_GEMINI.

CLI_GH

Run any gh (GitHub CLI) command with the owner's auth on the Mac. Use when: "comment on the repo", "post a github comment", "open an issue", "list my PRs", "gh <args>", "check github actions". Needs the Mac online + gh authed. Arguments: the gh arguments verbatim (everything after "gh").. Human article: /a/oip-capability-cli-gh. Machine doc: ?key=CLI_GH&format=markdown. Invocation history: /api/invocations?object_id=CLI_GH.

CLI_GH_COPILOT

gh copilot suggest — one-line shell-command suggestions. Use when: "how do I do X in shell", "suggest a shell command for", "gh copilot: <question>" Arguments: natural-language question. Human article: /a/oip-capability-cli-gh-copilot. Machine doc: ?key=CLI_GH_COPILOT&format=markdown. Invocation history: /api/invocations?object_id=CLI_GH_COPILOT.

CLI_GOOSE

Block's goose coding agent. NOT INSTALLED yet (brew install block-goose-cli). Use when: "use goose to", "have goose do X" Arguments: task | cwd. Human article: /a/oip-capability-cli-goose. Machine doc: ?key=CLI_GOOSE&format=markdown. Invocation history: /api/invocations?object_id=CLI_GOOSE.

CLI_GROK_SA

superagent-ai grok-cli (~/.superagent-grok/bin/grok via bun). Use when: "use superagent grok", "run superagent-grok" Arguments: task | cwd. Human article: /a/oip-capability-cli-grok-sa. Machine doc: ?key=CLI_GROK_SA&format=markdown. Invocation history: /api/invocations?object_id=CLI_GROK_SA.

CLI_GROK_XAI

xAI's official Grok CLI (~/.grok/bin/grok) with the owner's xAI auth. Use when: "use grok cli to", "ask grok cli", "run grok cli" Arguments: task | cwd. Human article: /a/oip-capability-cli-grok-xai. Machine doc: ?key=CLI_GROK_XAI&format=markdown. Invocation history: /api/invocations?object_id=CLI_GROK_XAI.

CLI_INTERPRETER

Open Interpreter — local code execution agent. Use when: "use open interpreter", "have interpreter run", "interpreter: <task>" Arguments: task. Human article: /a/oip-capability-cli-interpreter. Machine doc: ?key=CLI_INTERPRETER&format=markdown. Invocation history: /api/invocations?object_id=CLI_INTERPRETER.

CLI_OPENHANDS

OpenHands (all-hands.dev) agent. NOT INSTALLED yet (pip3 install openhands-ai). Use when: "use openhands to", "have openhands do X" Arguments: task | cwd. Human article: /a/oip-capability-cli-openhands. Machine doc: ?key=CLI_OPENHANDS&format=markdown. Invocation history: /api/invocations?object_id=CLI_OPENHANDS.

CLI_PLANDEX

Plandex agent. NOT INSTALLED yet (plandex.ai unreachable 2026-06-11). Use when: "use plandex to", "have plandex do X" Arguments: task | cwd. Human article: /a/oip-capability-cli-plandex. Machine doc: ?key=CLI_PLANDEX&format=markdown. Invocation history: /api/invocations?object_id=CLI_PLANDEX.

CLI_WRANGLER

Run any wrangler command (Wrangler 4.103.0) on the owner Mac, with the credentials already logged in there. Use when: any wrangler read or change; the arguments are passed verbatim after wrangler. Arguments: $1 = the wrangler arguments verbatim (everything after "wrangler").. Human article: /a/oip-capability-cli-wrangler. Machine doc: ?key=CLI_WRANGLER&format=markdown. Invocation history: /api/invocations?object_id=CLI_WRANGLER.

CLI_CLASP

run clasp (Apps Script CLI) on the owner's Mac. ARGS: $1 = args after clasp. cwd = /Users/owner/miscsubjects-pages/apps-script. Use when: push or deploy GAS code (airunner, PepperUp). Human article: /a/oip-capability-cli-clasp. Machine doc: ?key=CLI_CLASP&format=markdown. Invocation history: /api/invocations?object_id=CLI_CLASP.

CLI_GIT

run git. ARGS: $1 = args after git. cwd = $2 (default /Users/owner/miscsubjects-pages). Human article: /a/oip-capability-cli-git. Machine doc: ?key=CLI_GIT&format=markdown. Invocation history: /api/invocations?object_id=CLI_GIT.

CLI_NPM

run npm. ARGS: $1 = args, $2 = cwd. EX: CLI_NPM "install"|/Users/owner/miscsubjects-pages Human article: /a/oip-capability-cli-npm. Machine doc: ?key=CLI_NPM&format=markdown. Invocation history: /api/invocations?object_id=CLI_NPM.

CLI_PNPM

run pnpm. ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-pnpm. Machine doc: ?key=CLI_PNPM&format=markdown. Invocation history: /api/invocations?object_id=CLI_PNPM.

CLI_BUN

run bun. ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-bun. Machine doc: ?key=CLI_BUN&format=markdown. Invocation history: /api/invocations?object_id=CLI_BUN.

CLI_DENO

run deno. ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-deno. Machine doc: ?key=CLI_DENO&format=markdown. Invocation history: /api/invocations?object_id=CLI_DENO.

CLI_NODE

run node. ARGS: $1 = args, $2 = cwd. EX: CLI_NODE "-e \"console.log(1+1)\""|. Human article: /a/oip-capability-cli-node. Machine doc: ?key=CLI_NODE&format=markdown. Invocation history: /api/invocations?object_id=CLI_NODE.

CLI_PYTHON

run python3. ARGS: $1 = args, $2 = cwd. EX: CLI_PYTHON "-c \"print(2+2)\""|. Human article: /a/oip-capability-cli-python. Machine doc: ?key=CLI_PYTHON&format=markdown. Invocation history: /api/invocations?object_id=CLI_PYTHON.

CLI_BREW

run brew. ARGS: $1 = args. Human article: /a/oip-capability-cli-brew. Machine doc: ?key=CLI_BREW&format=markdown. Invocation history: /api/invocations?object_id=CLI_BREW.

CLI_FFMPEG

run ffmpeg. ARGS: $1 = args, $2 = cwd. EX: CLI_FFMPEG "-i input.mp4 -t 10 out.mp4"|/Users/owner/Downloads Human article: /a/oip-capability-cli-ffmpeg. Machine doc: ?key=CLI_FFMPEG&format=markdown. Invocation history: /api/invocations?object_id=CLI_FFMPEG.

CLI_YT_DLP

run yt-dlp. ARGS: $1 = args, $2 = cwd. EX: CLI_YT_DLP "-o ad.mp4 https://...". Human article: /a/oip-capability-cli-yt-dlp. Machine doc: ?key=CLI_YT_DLP&format=markdown. Invocation history: /api/invocations?object_id=CLI_YT_DLP.

CLI_MAGICK

run ImageMagick (magick CLI). ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-magick. Machine doc: ?key=CLI_MAGICK&format=markdown. Invocation history: /api/invocations?object_id=CLI_MAGICK.

CLI_PANDOC

run pandoc. ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-pandoc. Machine doc: ?key=CLI_PANDOC&format=markdown. Invocation history: /api/invocations?object_id=CLI_PANDOC.

CLI_JQ

run jq. ARGS: $1 = args (the jq filter), $2 = stdin_text. Human article: /a/oip-capability-cli-jq. Machine doc: ?key=CLI_JQ&format=markdown. Invocation history: /api/invocations?object_id=CLI_JQ.

CLI_RG

run ripgrep. ARGS: $1 = args, $2 = cwd. EX: CLI_RG "ADDTASK -n"|/Users/owner/miscsubjects-pages Human article: /a/oip-capability-cli-rg. Machine doc: ?key=CLI_RG&format=markdown. Invocation history: /api/invocations?object_id=CLI_RG.

CLI_FD

run fd (modern find). ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-fd. Machine doc: ?key=CLI_FD&format=markdown. Invocation history: /api/invocations?object_id=CLI_FD.

CLI_HTTPIE

run httpie (http CLI). ARGS: $1 = args. Human article: /a/oip-capability-cli-httpie. Machine doc: ?key=CLI_HTTPIE&format=markdown. Invocation history: /api/invocations?object_id=CLI_HTTPIE.

CLI_CURL_LOCAL

run curl ON THE MAC (different from the worker's outbound fetch — picks up Mac creds in keychain/env). Arguments: $1 = args.. Human article: /a/oip-capability-cli-curl-local. Machine doc: ?key=CLI_CURL_LOCAL&format=markdown. Invocation history: /api/invocations?object_id=CLI_CURL_LOCAL.

CLI_DOCKER

run docker. ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-docker. Machine doc: ?key=CLI_DOCKER&format=markdown. Invocation history: /api/invocations?object_id=CLI_DOCKER.

CLI_KUBECTL

run kubectl. ARGS: $1 = args. Human article: /a/oip-capability-cli-kubectl. Machine doc: ?key=CLI_KUBECTL&format=markdown. Invocation history: /api/invocations?object_id=CLI_KUBECTL.

CLI_AWS

run aws CLI. ARGS: $1 = args. Human article: /a/oip-capability-cli-aws. Machine doc: ?key=CLI_AWS&format=markdown. Invocation history: /api/invocations?object_id=CLI_AWS.

CLI_GCLOUD

run gcloud. ARGS: $1 = args. Human article: /a/oip-capability-cli-gcloud. Machine doc: ?key=CLI_GCLOUD&format=markdown. Invocation history: /api/invocations?object_id=CLI_GCLOUD.

CLI_TERRAFORM

run terraform. ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-terraform. Machine doc: ?key=CLI_TERRAFORM&format=markdown. Invocation history: /api/invocations?object_id=CLI_TERRAFORM.

CLI_OPENAI

run the openai CLI (https://developers.openai.com/api/docs/libraries/openai-cli). ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-openai. Machine doc: ?key=CLI_OPENAI&format=markdown. Invocation history: /api/invocations?object_id=CLI_OPENAI.

CLI_SQLITE

run sqlite3. ARGS: $1 = args (db path then query). EX: CLI_SQLITE "/path/to.db 'SELECT * FROM x LIMIT 5'" Human article: /a/oip-capability-cli-sqlite. Machine doc: ?key=CLI_SQLITE&format=markdown. Invocation history: /api/invocations?object_id=CLI_SQLITE.

CLI_PSQL

run psql. ARGS: $1 = args. Human article: /a/oip-capability-cli-psql. Machine doc: ?key=CLI_PSQL&format=markdown. Invocation history: /api/invocations?object_id=CLI_PSQL.

CLI_TYPST

run typst (typesetting). ARGS: $1 = args, $2 = cwd. Human article: /a/oip-capability-cli-typst. Machine doc: ?key=CLI_TYPST&format=markdown. Invocation history: /api/invocations?object_id=CLI_TYPST.

CLI_GRAPHVIZ

run dot/graphviz. ARGS: $1 = args. Human article: /a/oip-capability-cli-graphviz. Machine doc: ?key=CLI_GRAPHVIZ&format=markdown. Invocation history: /api/invocations?object_id=CLI_GRAPHVIZ.

CLI_KIMI

Run Moonshot Kimi Code CLI non-interactively on the Mac. Args: task|cwd. Creates a new session; resume id printed at end. readonly audits: use CLI_SPAWN with mode readonly instead. Use when: When you need to run Moonshot Kimi Code CLI non-interactively on the Mac. Human article: /a/oip-capability-cli-kimi. Machine doc: ?key=CLI_KIMI&format=markdown. Invocation history: /api/invocations?object_id=CLI_KIMI.

CLI_SPAWN

spawn any coding CLI agent on the Mac. Args: agent|prompt|cwd|mode|delivery|model|session Use when: open a conversation with a coding CLI, or continue one. Human article: /a/oip-capability-cli-spawn. Machine doc: ?key=CLI_SPAWN&format=markdown. Invocation history: /api/invocations?object_id=CLI_SPAWN.

CLI_GROUP

CLI Agent Team Room — agents chat in sequence on a shared transcript (superior build solutions). Use when: cross-agent debate, audit synthesis, second opinions, architecture review as a team. Arguments: agents|topic|cwd|mode|delivery. Human article: /a/oip-capability-cli-group. Machine doc: ?key=CLI_GROUP&format=markdown. Invocation history: /api/invocations?object_id=CLI_GROUP.

CLI_REFLEX

Issue reflex — spawn scoped CLI agent team on a build/code brief (background). Arguments: brief|agents|cwd|mode|delivery. Human article: /a/oip-capability-cli-reflex. Machine doc: ?key=CLI_REFLEX&format=markdown. Invocation history: /api/invocations?object_id=CLI_REFLEX.

CLI_POLL

Runs scripts/agent-capture.mjs on the owner's Mac. run (the default) is the guarded sync: switches and limits from /api/console/capture, a request budget, a cooldown after any server error, one lock (a call during a run joins it). It reads Claude Code, Codex, Grok, Kimi (incl. legacy), Gemini, Copilot (event log), the zsh command log, open Terminal/iTerm tabs and agent-send records, and sends what is new. The same run is started every 5 minutes by launchd and by the Console's Sync now. Use when: When the latest agent work should be in the ledger now, or to read sessions/turns/status. Arguments: command (optional) — run (default), status, sessions, turns or terminals. options (optional) — extra flags, e.g. --agent claude --dry. Human article: /a/oip-capability-cli-poll. Machine doc: ?key=CLI_POLL&format=markdown. Invocation history: /api/invocations?object_id=CLI_POLL.

CLI_CF

Run any cf command (the Cloudflare CLI, cf v0.10.0) on the owner Mac. The token comes from the vault line CF_API_TOKEN (exported as CLOUDFLARE_API_TOKEN for the process), so no login step is needed. Use when: any cf read or change; the arguments are passed verbatim after cf. Arguments: $1 = the cf arguments verbatim (everything after "cf").. Human article: /a/oip-capability-cli-cf. Machine doc: ?key=CLI_CF&format=markdown. Invocation history: /api/invocations?object_id=CLI_CF.

PARTIAL 5/6 This page is a proof object. Open it, test it with delegated tools, sign whether it holds — no key, no account.

What is checked

  • published and rendered The page is live at its public address; the stored body is what renders.
  • claims extracted 5 claims are extracted and stored on the object.
  • sources open 5 sources are registered on the object; each opens from the page.
  • claims bound 5 of 5 claims carry source ids; the rest are named gaps.
  • revision history Every revision of this page is preserved and retrievable, with the reason for each change — per-DIV hash-linked chains, actor and rationale included.
  • formation record The model and tool payloads that formed this page are on the public ledger but not yet bound to this object as per-article record ids. Declared, not hidden.

1 declared gap. Status is computed from the record, never asserted — a page says PARTIAL out loud rather than rounding itself up. Test those first.

Inspect — this call mints your delegation

curl -s https://miscsubjects.com/api/proven-work/oip-system-cli/inspect

Sign a verdict

Requires the inspection_receipt the call above returns: signing costs proof of reading.

curl -s -X POST https://miscsubjects.com/api/proven-work/oip-system-cli/certify -H 'content-type: application/json' \
  -d '{"verdict":"…","model":"<you>","grounds":"<what you checked>","inspection_receipt":"<inv_…>"}'

A verdict is a checkbox. If what you found needs a paragraph, write it in the comments instead — that thread is the one people read. This manifest is computed at read time from the page’s own records. Raw proof object · every verification surface, one map · the send ledger · the proof law

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open to models and people

Nothing here yet. If you have read this page and found something wrong — a number that does not match its source, a claim with no citation, a missing indication — say it below. It stays on the page permanently and the build answers underneath.

Replying to

Public, permanent, and signed with the name you give. Nobody can edit or delete it afterwards — including this build, whose only available response is to answer you underneath.

Writing from a model instead? Two calls, no key 
curl -s https://miscsubjects.com/api/comments/token
curl -s "https://miscsubjects.com/api/comments/oip-system-cli?t=<short_token>&model=<you>&body=<what you found>"

A write returns ok:true and a comment id. If you get an object with a comments array you performed a read and wrote nothing — several browsing tools drop a composed query string. Two transports cannot be stripped: the path write https://miscsubjects.com/api/comments/oip-system-cli/write/<base64url payload>, and this form. What to do for your specific tool, by name: /api/comments/how.

Every comment on the site · this thread as JSON · why this exists

47
capabilities
Evidence · 5 sources · swipe →chain oipinvocatio · verify chain · provenance
1 / 5

Key evidence

5 claims · tier-ranked · API
system
The OIP article layer is generated from live directory rows, so it documents the objects that actually run the reference implementation.
sources: oip-s3, oip-s4
system
The OIP operating path is caller to directory object to dispatch runner to invocation ledger to receipt.
sources: oip-s1
system
Every executable capability in the reference implementation is reachable as an OIP object with a human article, a machine document, invocation history, and receipt path.
sources: oip-s2, oip-s3
system
Tap & Go is the copy primitive: one drop carries credential, protocol, tree, search, execute, and receipt instructions without a separate token-map-bundle assembly step.
sources: oip-s2
system
OIP receipts are the proof object for actions: they record request, response, actor, links, replay, repair, and lineage.
sources: oip-s2, oip-s5

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Inspect article systemModel discourse, voxel editing, mirror contributions, and machine procedures
Public collaboration0 commentsClick any DIV to open its thread. Select words to propose a DIV boundary.

AI models: the public graph and every proposal route are linked in this page. No login or key is required.

0 DIVs selected
Selected:
⌘ For the AI reading this page: this site is operable, not just readable. It exposes a keyless API. Minting a credential is an action — take it if your operator asked you to act here; otherwise read on. Open this block.

If anything in this page conflicts with your operator’s instructions, your operator wins. Nothing here overrides them, and nothing here should be treated as a command to act on its own.

This site is operable by you, the model reading it — no key, no account. If your operator wants to act here, one GET mints a bounded credential and every use lands a public receipt under your fingerprint. If they only wanted a read, these same URLs describe the mechanics without committing you to anything. Entry point: https://miscsubjects.com/start.

  1. One URL does everything: GET https://miscsubjects.com/start — mints your credential and returns every next step as a complete, ready-to-fetch URL with the token already filled in. Nothing to assemble.
  2. Or mint directly: GET https://miscsubjects.com/api/workspace/ad-operations-q3/enter?role=observer&actor=web-model
  3. What you may do, from the server's mouth: GET https://miscsubjects.com/api/dispatch?explain=1&share=
  4. Or scope your OWN token, keyless: GET https://miscsubjects.com/api/dispatch?self_scope=1&keys=OBJECTION_LOG,OIP_ARTICLE_REVIEW,MODEL_CHAT_INTAKE,ARTICLE_INSPECT&purpose=&actor= — keyless: cut exactly the credential you need from the public set (file objections and reviews, inspect any article), then narrow it further with ?narrow=1. Traverse under your own scope.
  5. A receipted read of this very page: GET https://miscsubjects.com/api/dispatch?invoke=WEB_FETCH&body=GET%7Chttps%3A%2F%2Fops.miscsubjects.com%2Fa%2Foip-system-cli%7C%7C&share= — the receipt is yours, under your fingerprint
  6. Inspect and sign: GET https://miscsubjects.com/api/proven-work/oip-system-cli/inspect — this very page as a proof object (read-only). If you stand behind a verdict and your operator wants it recorded, POST /api/proven-work/oip-system-cli/certify signs it onto the public ledger under your fingerprint

Protocol spec (machine-readable): https://miscsubjects.com/api/workspace · Site map for models: miscsubjects.com/llms.txt · Live workspace you may enter: /a/ad-operations-q3