Skip to content
Agentmart
Submit a tool

automate

Use this skill to create Cursor Automations.

Skill by ProjectZeroDays

IndexedMIT★ 5
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/projectzerodays-automate

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Use this skill to create Cursor Automations.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/automate

What's inside

Skill name
automate
Description
Use this skill to create Cursor Automations.
License
MIT
Instructions
372 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Create Automation (Interactive)

Use this skill when the user explicitly wants to make, build, set up, or create a new **Cursor Automation** — for example "create a Cursor automation", "open the Automations editor with this draft", or "set up a scheduled Cursor agent".

**Disambiguation.** "Automation" in a user workspace can mean many things (`.github/workflows`, CI pipelines, scheduled jobs, scripts, dbt, browser automation, shell scripts, workflow engines). Do **not** assume generic phrases like "automate this", "help me automate my deploys", or "make an automation" mean **Cursor Automation**. Route to the named surface when the user mentions one, use normal repo/product exploration when the context points elsewhere, or ask a short clarifying question when the target surface is ambiguous. Start this spine only when the user explicitly asks for Cursor Automations or confirms that Cursor Automations is the intended surface.

## Execution spine (every run)

1. **Finish-path check.** First, check whether the in-app Automations editor handoff is available (see **Finish availability** below). If neither the Automations editor tool nor the resource opener is available, immediately say "Please use this skill in the Agents Window." and stop.
2. **Capture intent + proactive integration discovery.** After the finish-path check passes, if the prompt is missing 2+ of {what kicks it off, what should happen, what outcome}, send one short plain-chat message asking for a 1–2 sentence description and wait. Skip when the prompt already names trigger + action + outcome. Proactively run discovery for any integration the user named or implied — `gh repo view` on cwd; Slack MCP channels; PagerDuty MCP services; Linear/Sentry MCP teams/projects. Use the results to skip questions later.
3. **Completeness gates.** Work through the trigger, tool, prompt, naming, and PCD checks below. Do not jump to a summary while required picker-backed fields are still unknown unless the user explicitly deferred them to the Automations editor.
4. **One consolidated question.** Ask inline for whatever integration discovery couldn't resolve — trigger details, repo / channel / service when ambiguous, tools when not obvious. Default to plain-chat inline. Only escalate to `AskQuestion` for (a) the tools multi-select and (b) integration discovery candidate lists with 3+ matches.
5. **Draft table → approval → finish handoff.** Show a compact Markdown table (plain language, no YAML) recapping name / description, trigger, tools, instructions, resolved settings, and "to finish in editor". User approves, then ask whether they are ready for you to open the Automations editor so they can finish any deferred values there. When they say yes, use the finish path from the availability check.

---

## House rules

- **Plain language only.** Never show or talk about MCP / tool / proto names, request types, enum values, stage labels, or raw CLI output in user-visible chat. Say "open the editor with the draft", "the Slack channel", "the repo and branch". Exception: the user explicitly asks to see internals.
- **No YAML in finalization.** The draft table = compact Markdown only in plain language. Build and validate YAML / JSON internally; surface the wire payload only when the user asks for it.
- **No automatic fallbacks.** Never submit, open a URL, paste a browser prefill link, or switch buckets. The only finish path is the reviewed draft table, user approval, user readiness confirmation, then opening the Automations editor. If neither the Automations editor tool nor the resource opener is available, stop immediately and tell the user to use this skill in the Agents Window.
- **Creation-only.** This skill prepares new automations only. Do not list, get, inspect, update, or search existing Cursor Automations from chat.
- **Integration discovery is allowed.** Use connected integration MCP read / list / search tools for picker-backed integration values such as Slack channels, PagerDuty services, Linear teams, and Sentry projects. This does **not** include backend automation tools that list, get, inspect, create, update, finish, or prefill Cursor Automations.
- **Repo file references.** Only reference a file from the chat's current repo (path, excerpt, or `@file` mention) in any draft field — prompt, instructions, name, or description — when **both** are true: (1) the automation will run in that same repo (its git trigger scope or `workflow.gitConfig.repo` is the chat's repo) **and** (2) the file is committed to that repo (tracked by `git` on the branch the automation will check out, not just present in the working tree). If either condition fails, paraphrase the intent instead, or ask the user to commit and push the file first — do not embed the path or content. Untracked / staged-only / dirty-only files, files outside the automation's repo, and files in a different repo from the chat's checkout never qualify.

---

## PCD — Portal completeness & deferral

Use these checks to keep the draft complete before opening the editor. Do not show the ids to the user.

| Id | Scope |
|----|-------|
| **PCD:slack-trigger** | `slackTrigger` channel selection. Ask whether to specify channel(s) now or pick them in the Automations UI; discovery or explicit UI deferral must happen before the draft table. |
| **PCD:slack-actions** | `slack` / `readSlack` actions. Ask for the destination or explicit editor deferral before the draft table. |
| **PCD:git-scope** | `git` PR / push / CI triggers. Repo/org/branch scope must be resolved or explicitly deferred to the editor. |
| **PCD:universal** | Every intentional gap appears in the draft table's "To finish in editor" row and is repeated in the final handoff note. |

### PCD matrix

| Scope | Before opening editor unless deferred |
|-------|---------------------------------------|
| **PCD:slack-trigger** | Slack channel ids are resolved, or user chose to pick channels in the Automations UI. Empty channels are valid only for explicit UI deferral. |
| **PCD:slack-actions** | `slack.channel` / readSlack scope is resolved, or user chose **Select channels** in the editor. IDs must be `C…` / `G…` / `D…`, never `U…`. |
| **PCD:git-scope** | PR triggers have repos/orgs; push triggers have repo + branch; CI triggers have repo scope. Use scoped repo discovery only after the user identifies the target. |

### PCD notes

- Slack trigger and Slack action destinations are separate questions. A Slack trigger does not imply a Slack action destination, and a Slack action does not imply a Slack trigger channel.
- Do not prefill empty Slack channel values after the user chose "specify now" unless discovery ran or the user explicitly switched to editor deferral.
- For Slack replies, offer "respond in the triggering thread" separately from "send to a specific channel or DM".
- When `mcp` is enabled, the server must pass the **MCP existence gate** and **MCP auth gate** below. Prefer discovering and selecting the exact catalog server name yourself; ask the user only when multiple usable catalog matches fit the request or the requested integration is ambiguous. Do not call it a Cursor plugin. Do not invent server names.

### MCP existence gate

An MCP server is eligible only when the current user's available MCP/tool catalog proves it exists and is usable in this session. Before using an MCP for integration discovery or adding an `mcp` action to the draft, inspect the actual catalog exposed to the agent session and pick the right value to put into `mcp.server.name`.

**Read the right field from the catalog.** Each agent-side catalog entry lives at `~/.cursor/mcps/<folder>/SERVER_METADATA.json` and carries two distinct values:

- `serverIdentifier` — the scoped folder name the agent runtime uses (e.g. `dashboard-team-1-Linear`, `plugin-pagerduty-pagerduty-mcp`, `cursor-app-control`).
- `serverName` — the plain name the user configured on cursor.com (e.g. `Linear`, `pagerduty-mcp`, `Databricks SQL`).

Write `serverName` into `workflow.actions[].mcp.server.name` and any `@[MCP: ...]` prompt mentions. Never write `serverIdentifier` / the folder name, never invent or paraphrase a prefix (`team-…`, `user-…`, `<orgId>-…`), and never hand-strip prefixes from the folder name — many `serverName`s contain spaces (e.g. `Databricks SQL`, `statsig read only console`), so string-munging the identifier is fragile. The Automations editor matches on trim + lowercase, so casing does not matter, but pass the exact `serverName` from `SERVER_METADATA.json` anyway. When you have a useful URL, you may also pass `templateMcpHints: [{ name: <serverName>, url: <serverUrl> }]` so a URL match can rescue a name drift.

**Eligibility — dashboard-backed servers only.** Only dashboard-backed servers appear in the Automations editor's `GetAvailableMcpServers` response, which is what the editor uses to resolve a prefilled `mcp` action to a connected server. Their `serverIdentifier` always begins with one of these prefixes:

- `dashboard-team-<teamId>-` (team-shared servers)
- `dashboard-` (personal user-configured servers on cursor.com)
- `plugin-<slug>-` (marketplace plugin servers)

Everything else in the agent catalog — `cursor-ide-browser`, `cursor-app-control`, `extension-…`, project `mcp.json` servers, and other local servers — does NOT appear in the dashboard catalog. Treat those as ineligible for the `mcp` action: do not add them to `workflow.actions`, do not reference them in `@[MCP: ...]` prompt mentions, and do not assume they will resolve when the editor opens. Prefilling an ineligible server lands the row in the blocked "Set up MCP" state and prevents the user from saving.

If one usable, dashboard-eligible catalog server clearly matches the user's requested integration, use it without asking the user to spell the server name. A name from the user prompt, a screenshot, a skill file, a workflow template, marketplace docs, or company convention is not proof.

If the catalog does not contain a usable, dashboard-eligible server, do not call that MCP, do not add an `mcp` action for it, and do not include `@[MCP: ...]` prompt mentions. Servers that are missing, disabled, or still need setup count as unavailable for prefill. Ask the user to set it up first, or leave the MCP out of the draft and record "Set up/select <integration> in the Automations editor" in **To finish in editor**. Unknown MCP server names are not valid deferred tool rows because prefilled missing MCPs block save.

### MCP auth gate

**Why this exists.** The Automations editor can prompt for MCP OAuth, but that flow navigates away from the draft and the user loses in-progress changes. Authenticate MCPs here in chat **before** you add an `mcp` action, show the draft table, or open the editor.

**When it applies.** Run this gate whenever you plan to add an `mcp` action or `@[MCP: ...]` prompt mention for a dashboard-eligible server — including after integration discovery for picker-backed values.

**Detect unauthenticated servers** from the current session catalog (do not guess). `STATUS.md` is written for both auth and generic error states, so its mere existence is **not** an auth signal — read the file and check its content:

- `~/.cursor/mcps/<folder>/STATUS.md` exists **and** its content says the server needs authentication (e.g. "needs authentication" / instructs calling `mcp_auth`). A STATUS.md that only reports a generic error is **not** an auth signal.
- `GetMcpTools` (or equivalent catalog inspection) reports `serverStatus: "needsAuth"` for that server's `serverIdentifier`.
- The server's live tool list is only `mcp_auth` (no other usable tools yet).
- Integration discovery against that server fails with an authentication / authorization error.

A server that passes the existence gate but matches any auth signal above is **not authenticated** — treat it separately from "missing", "not set up", or generic error.

**Hard stop until authed.** If the target MCP is not authenticated:

1. **Stop the automation-drafting spine.** Do not add the `mcp` action, do not include `@[MCP: ...]` mentions, do not show the draft table, and do not open the Automations editor.
2. **Tell the user plainly** which integration still needs to be connected (use `serverName`, never internal ids). Explain that connecting it now keeps their draft safe; deferring auth to the Automations editor can discard unsaved work.
3. **Offer inline auth when available.** This skill runs in the Agents Window, where interactive MCP auth is supported. If the server exposes `mcp_auth` (via `GetMcpTools`, the server's tool list, or `STATUS.md`), ask whether you should start the connection flow now. When they agree, authenticate **one server at a time** by calling `mcp_auth` for that server's `serverIdentifier` (empty args through the MCP tool interface, or the session's `McpAuth` tool with `server_identifier` when that is what is listed). Wait for success, re-check auth, then resume drafting.
4. **If inline auth is unavailable** (no `mcp_auth` tool in this session), direct them to connect the integration in Cursor Settings → MCP, then return here and confirm when ready. Do not open the editor while the MCP is still unauthenticated.

**Never defer MCP OAuth to the Automations editor.** Do not put "Authenticate/connect <integration> in the Automations editor" in **To finish in editor** for an MCP you intend to prefill. Unauthenticated prefilled MCP rows block save and the editor auth redirect loses draft state.

**After auth succeeds**, re-run the auth gate, then continue integration discovery and drafting. Only include the `mcp` tool in the draft once the server is authenticated and usable.

---

## Procedure

### Stage 0 — Finish availability (must run before intent capture)

**Finish availability** (check once per run; this is the agent-internal decision — never quote tool names back to the user). Do not mention this check to the user. Do not say anything like "I'll first check whether the Automations editor handoff is available in this session." Do not inspect Cursor backend automation tools. Do not inspect Cursor backend automation tool descriptors to recover an old finish path.

| Bucket | Signal | Default finish |
|--------|--------|----------------|
| **Automations editor** | `cursor-app-control.open_automation` listed | Open the Automations editor with the reviewed draft |
| **Agents Window required** | Neither `cursor-app-control.open_automation` nor `cursor-app-control.open_resource` listed | Stop immediately — say "Please use this skill in the Agents Window." |

The Automations editor path uses `open_automation` directly with the reviewed draft. Do not inspect or call backend automation finish tools, build or paste a browser prefill URL, call `open_resource`, or build a `cursor://` deeplink.

If neither `cursor-app-control.open_automation` nor `cursor-app-control.open_resource` is available, do not continue the automation-drafting flow, do not generate a browser prefill URL, and do not ask follow-up questions. Immediately tell the user: "Please use this skill in the Agents Window."

### Stage 1 — Capture intent (plain chat, no AskQuestion)

From ProjectZeroDays/FreeAI_AI_Inference_Workstation, MIT.

More from ProjectZeroDays/FreeAI_AI_Inference_Workstation

Signals

Stars
5
Forks
1
Open issues
0
Last commit (this folder)
Aug 27, 2026 (2 months ago)
Last release
Sep 1, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from ProjectZeroDays

Cite this page

automate skill. Agent Mart. https://agentmart.dev/skills/projectzerodays-automate (last updated 2026-10-24)