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Agent skill

Provider Runtime Adapter

by muratgur in muratgur/ordinus

Design Ordinus provider runtime adapters for local AI CLIs. An agent skill from muratgur/ordinus.

MITAuto-check passedFrontend & Design

Install Provider Runtime Adapter

skills CLI
$ npx skills add muratgur/ordinus --skill provider-runtime-adapter -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install muratgur/ordinus provider-runtime-adapter --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/muratgur/ordinus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/provider-runtime-adapter .claude/skills/provider-runtime-adapter && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
provider-runtime-adapter
GitHub stars
112
Token cost
~587 tokens
SKILL.md length
287 words
Files
2
Skills in repo
7
Repo updated
First seen
Licence
MIT

At a glance

Design Ordinus provider runtime adapters for local AI CLIs. An agent skill from muratgur/ordinus.

  • Works in 7 steps: Define the user action that needs… → Add the smallest provider-neutral… → Implement detection or process behavior… → …
  • Working on Codex
  • SKILL.md covers Objective, Adapter Boundary, Runtime Rules and Workflow, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Provider Runtime Adapter is an agent skill from muratgur/ordinus. Design Ordinus provider runtime adapters for local AI CLIs. Use when working on Codex, Claude, or future provider detection, auth status, run lifecycle, process management, cancellation, event parsing, output capture, or provider-neutral runtime interfaces.

Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Frontend & Design. The repository describes itself as: Your local-first command center for working with AI agents like a real team. The licence is MIT.

When your agent uses it

  • Working on Codex
  • Future provider detection
  • Process management
  • Provider-neutral runtime interfaces

Example prompts

  • “/provider-runtime-adapter”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Define the user action that needs provider runtime support.
  2. Add the smallest provider-neutral interface needed for that action.
  3. Implement detection or process behavior in main process.
  4. Validate executable paths, workspace boundaries, and allowed arguments in main.
  5. Stream or record events in a way the UI can explain clearly, using DESIGN.md status language for user-visible states.
  6. Support cancellation before adding more automation.
  7. Run typecheck, lint, build, and a runtime smoke test.

What it can do on your machine

Read from SKILL.md and the folder at commit c27f289. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Provider Runtime Adapter loads about 587 tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 287 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~587

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from muratgur/ordinus at commit c27f289, republished under its MIT licence (© muratgur). 287 words, ~587 tokens.

Download SKILL.mdSave it as .claude/skills/provider-runtime-adapter/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
provider-runtime-adapter
description
Design Ordinus provider runtime adapters for local AI CLIs. Use when working on Codex, Claude, or future provider detection, auth status, run lifecycle, process management, cancellation, event parsing, output capture, or provider-neutral runtime interfaces.

Provider Runtime Adapter

Objective

Keep local AI CLI integrations provider-neutral, observable, and owned by Electron main process.

Adapter Boundary

Provider adapters should hide provider-specific CLI details behind a shared runtime shape. Start with only the methods needed by current product behavior.

Preferred concepts:

  • detect: determine whether the CLI is available.
  • getAuthStatus: report whether the provider appears ready.
  • startRun: launch one user-approved run.
  • cancelRun: stop an active run.
  • parseEvents: normalize stdout/stderr into observable run events when needed.

Do not implement all concepts until the product flow needs them.

Runtime Rules

  • Run provider processes from Electron main process or a main-owned worker.
  • Do not allow renderer to pass arbitrary shell commands.
  • Store run state and events durably only after the run model is intentionally designed.
  • Normalize provider behavior without erasing useful provider-specific diagnostics.
  • Treat Codex and Claude as peers. Do not let the first provider shape the whole architecture.
  • When provider state or events are shown in renderer UI, align user-visible statuses and event labels with the status vocabulary in DESIGN.md.

Workflow

  1. Define the user action that needs provider runtime support.
  2. Add the smallest provider-neutral interface needed for that action.
  3. Implement detection or process behavior in main process.
  4. Validate executable paths, workspace boundaries, and allowed arguments in main.
  5. Stream or record events in a way the UI can explain clearly, using DESIGN.md status language for user-visible states.
  6. Support cancellation before adding more automation.
  7. Run typecheck, lint, build, and a runtime smoke test.

Red Flags

  • Renderer sends raw command strings or CLI args.
  • Provider-specific flags leak into UI state too early.
  • Long-running process state exists only in memory when the UI needs to recover it.
  • A provider integration assumes a single operating system.

© muratgur, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .codex/skills/provider-runtime-adapter of muratgur/ordinus.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit c27f289

Compare with similar skills

Provider Runtime Adapter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Provider Runtime Adapter compared with similar skills
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Provider Runtime Adapter this skillmuratgur/ordinus112—~587Automated safety check: PassMIT
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React Doctormakeplane/plane61k12 repos~657Automated safety check: PassAGPL-3.0
Impeccablebestofjs/bestofjs3.1k27 repos~2.6kAutomated safety check: PassMIT
Figma Design System Builderwarpdotdev/warp65k2 repos~4.4kAutomated safety check: PassAGPL-3.0
Web Interface Guidelines Reviewervercel-labs/openreview1.7k98 repos~308Automated safety check: PassNone

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Categories

Questions about Provider Runtime Adapter

What does Provider Runtime Adapter do?

Design Ordinus provider runtime adapters for local AI CLIs. An agent skill from muratgur/ordinus. Provider Runtime Adapter is an agent skill from muratgur/ordinus. Design Ordinus provider runtime adapters for local AI CLIs.

When should I use Provider Runtime Adapter?

Provider Runtime Adapter fits situations like: working on Codex; future provider detection; process management; provider-neutral runtime interfaces.

How do I install Provider Runtime Adapter in Claude Code?

Run `npx skills add muratgur/ordinus --skill provider-runtime-adapter -a claude-code`. Or copy the skill folder (.codex/skills/provider-runtime-adapter in muratgur/ordinus) into .claude/skills/provider-runtime-adapter in your project. Claude Code loads it when a task matches its description.

How do I install Provider Runtime Adapter in Codex?

Run `npx skills add muratgur/ordinus --skill provider-runtime-adapter -a codex`. Or copy the skill folder (.codex/skills/provider-runtime-adapter in muratgur/ordinus) into .agents/skills/provider-runtime-adapter in your project. Codex loads it when a task matches its description.

Can I use Provider Runtime Adapter in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add muratgur/ordinus --skill provider-runtime-adapter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/provider-runtime-adapter, .gemini/skills/provider-runtime-adapter, .github/skills/provider-runtime-adapter and .opencode/skills/provider-runtime-adapter in your project.

What does Provider Runtime Adapter need to run?

SKILL.md names no scripts, command-line tools or credentials: Provider Runtime Adapter is instructions for the agent only.

Does Provider Runtime Adapter access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Provider Runtime Adapter safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Provider Runtime Adapter use?

Provider Runtime Adapter is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Provider Runtime Adapter use?

About 587 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Provider Runtime Adapter?

Skills that share tags, products or a category with Provider Runtime Adapter: Web Artifacts Builder (anthropics/skills, 180k stars), React Doctor (makeplane/plane, 61k stars), Impeccable (bestofjs/bestofjs, 3.1k stars) and Figma Design System Builder (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Provider Runtime Adapter?

muratgur (a GitHub user) maintains it in muratgur/ordinus, which has 112 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on September 3, 2026.

Source: muratgur/ordinus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.