cli-cursor SKILL.md skillB

cli-cursor from michelkerkmeester/skilled-agent-harness_spec-driven-loops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/cli-cursor@v1.5.2.0

Pins v1.5.2.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
michelkerkmeester/skilled-agent-harness_spec-driven-loops
Path
.skilled/skills/cli-external-orchestration/cli-cursor/SKILL.md
Versions recorded
5
Latest version
v1.5.2.0, committed Oct 11, 2026
First version recorded
Sep 30, 2026
Size
38,289 bytes
Repository stars
39
License
MIT

Cursor CLI executor for cursor-agent coding, plan/ask read-only modes and worktree-isolated cloud worker dispatch.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

<!-- Keywords: cursor, cursor-agent, cursor-cli, composer, cross-ai, agent-delegation, worktree, cloud-worker, plugin-marketplace, shared-editor-config, plan-mode, ask-mode -->

# Cursor CLI Orchestrator - Cross-AI Task Delegation

> **CRITICAL — SELF-INVOCATION PROHIBITED**
>
> This skill dispatches to the Cursor CLI binary (`cursor-agent`). If the agent currently reading this skill is itself running inside `cursor-agent` (detection signals listed in §2), the skill MUST refuse to load and return the documented error message instead of generating any `cursor-agent` invocation.
>
> A running CLI skill never dispatches itself. The cli-X skills are for **cross-AI delegation only** — never self-invocation.

Orchestrate Cursor's terminal coding agent (`cursor-agent`) for tasks that benefit from a second AI perspective, Cursor's native model (Composer), read-only plan/ask exploration, or its unique worktree/cloud-worker/plugin surfaces.

**Core Principle**: Use Cursor for what it does best. Delegate, validate, integrate. The calling AI stays the conductor.

---

## 1. WHEN TO USE

### Activation Triggers
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add michelkerkmeester/skilled-agent-harness_spec-driven-loops/cli-cursor@sha256:1976440c758ed805

The line at the top of this page pins the label v1.5.2.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ys7pdexz6msupmdk.svg)](https://markdownregistry.com/a/art_ys7pdexz6msupmdk)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Sep 30, 2026 and Oct 11, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
v1.5.2.0 latest2026-10-11 5bbc9d8 38,289 BB view · diff
v1.5.0.02026-10-11 d93100d 38,343 BB view · diff
v1.5.2.02026-10-11 bb78f32 38,309 BB view · diff
v1.5.1.02026-10-10 72ca509 38,363 BB view · diff
v1.5.0.02026-09-30 07a8ee2 38,363 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No curl or wget piped into a shell (matched: curl https://cursor.com/install -fsS | bash)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (38289 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

michelkerkmeester/skilled-agent-harness_spec-driven-loops · 39 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ys7pdexz6msupmdk
GET https://markdownregistry.com/api/v1/resolve?ref=michelkerkmeester/skilled-agent-harness_spec-driven-loops/cli-cursor
GET https://markdownregistry.com/api/v1/blob/1976440c758ed805541b96fcb4a0d48e397f2ae6af023342d4b9655c4b6ab09f

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in michelkerkmeester/skilled-agent-harness_spec-driven-loops

Other files named cli-cursor

cli-cursor SKILL.md skill
michelkerkmeester/skilled-agent-harness_spec-driven-loops · .hermes/skills/cli-cursor/SKILL.md · Cursor CLI executor for cursor-agent coding, plan/ask read-only modes and worktree-isolated cloud worker dispatch.
v1.5.2.0 · audit B · 39 stars

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