Ops Integrate logo

Ops Integrate

Organization
Lifecycle-Innovations-Limited
ops-integrate

OPS on-demand: This skill should be used when the user asks to "add an API", "integrate SaaS", or…

Overview

PublisherLifecycle-Innovations-Limited
Repositoryclaude-ops
Skill nameops-integrate
Stars
543
Forks
64
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Lifecycle-Innovations-Limited on GitHub. Read the source before you install it.

Installation

Install the Ops Integrate AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Lifecycle-Innovations-Limited/claude-ops/tree/main/claude-ops/skills/ops-integrate
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Lifecycle-Innovations-Limited/claude-ops.git /tmp/claude-ops
mkdir -p .claude/skills
cp -r /tmp/claude-ops/claude-ops/skills/ops-integrate .claude/skills/ops-integrate
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ops Integrate in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ops Integrate on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ops Integrate is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Runtime Context

bash
PREFS="${CLAUDE_PLUGIN_DATA_DIR:-$HOME/.claude/plugins/data/ops-ops-marketplace}/preferences.json"
PARTNER_REGISTRY=$(jq '.partner_registry // {}' "$PREFS" 2>/dev/null || echo '{}')

Parse $ARGUMENTS:

  • Contains --list → run List registered integrations then exit
  • Otherwise → run Onboarding flow with the service name as first positional argument

OPS ► INTEGRATE

Load ops-rules before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If AskUserQuestion / Workflow are missing, follow Rule 10 in ops-rules (Hermes: numbered options / two-turn Telegram card; delegate_task).

List registered integrations (--list)

bash
jq -r '.partner_registry // {} | to_entries[] | "\(.key): \(.value.base_url) [\(.value.auth_type)]"' "$PREFS" 2>/dev/null

Display as a table:

Registered integrations:
  hubspot       https://api.hubapi.com          [bearer]
  stripe        https://api.stripe.com          [bearer]
  sendgrid      https://api.sendgrid.com        [api-key]

If no integrations registered: No integrations registered yet. Run /ops:integrate <service-name> to add one.

Onboarding flow (5 steps)

Step 1 — Discover API details

If --url not provided, use WebSearch to find:

  • Official API docs URL
  • Base API URL
  • Authentication pattern (bearer token / api-key header / basic auth / oauth2)
  • API key generation URL (where the user gets credentials)
  • Health/test endpoint (e.g., /healthz, /v1/ping, /me)

Step 2 — Confirm with user

Present findings via AskUserQuestion (≤4 options):

Found: <service-name> API — Base URL: <url> — Auth: <auth-type>
[Looks correct — continue]  [Change base URL]  [Change auth type]  [Cancel]

If "Change base URL": AskUserQuestion with free-text input for the new URL. If "Change auth type": AskUserQuestion (≤4 options): [bearer] [api-key] [basic] [oauth2]

Step 3 — Collect credential

Paste your <service-name> <auth-type> credential (it will be stored locally only)
[Paste now]  [Configure later]

If "Paste now": collect credential via AskUserQuestion free-text. Derive key name: <lowercase_service_name>_api_key

Write to preferences.json via atomic tmpfile swap:

bash
tmp=$(mktemp)
jq --arg k "$KEY_NAME" --arg v "$CREDENTIAL" '.[$k] = $v' "$PREFS" > "$tmp" && mv "$tmp" "$PREFS"

Step 4 — Health check

Curl the health/test endpoint with the credential:

bash
# Bearer token
curl -sf -o /dev/null -w "%{http_code}" \
  -H "Authorization: Bearer ${CREDENTIAL}" \
  "${BASE_URL}${HEALTH_ENDPOINT}"

# API key header (X-Api-Key)
curl -sf -o /dev/null -w "%{http_code}" \
  -H "X-Api-Key: ${CREDENTIAL}" \
  "${BASE_URL}${HEALTH_ENDPOINT}"

# Basic auth
curl -sf -o /dev/null -w "%{http_code}" \
  -u "${CREDENTIAL}:" \
  "${BASE_URL}${HEALTH_ENDPOINT}"

Report: ✅ if HTTP 200-299, ⚠️ with status code otherwise. If credential not yet configured, skip health check and report ⬜ health check skipped — credential not configured.

Step 5 — Register in partner registry

bash
tmp=$(mktemp)
jq --arg name "${SERVICE_NAME}" \
   --arg url "${BASE_URL}" \
   --arg auth "${AUTH_TYPE}" \
   --arg key_name "${KEY_NAME}" \
   --arg health "${HEALTH_ENDPOINT}" \
   '.partner_registry[$name] = {base_url: $url, auth_type: $auth, credential_key: $key_name, health_endpoint: $health, added: (now | todate)}' \
   "$PREFS" > "$tmp" && mv "$tmp" "$PREFS"

Confirmation output:

✅ <service-name> registered in partner registry
   Auth: <auth-type>
   Health: <base-url><health-endpoint>
   Credential key: <key-name>

   Access via: jq '.partner_registry["<service-name>"]' $PREFS

CLI/API Reference

bash
# List all registered integrations
jq '.partner_registry' "${CLAUDE_PLUGIN_DATA_DIR:-$HOME/.claude/plugins/data/ops-ops-marketplace}/preferences.json"

# Look up a specific integration
jq '.partner_registry["hubspot"]' "$PREFS"

# Read a credential for a registered integration
jq -r ".$KEY_NAME" "$PREFS"

# Remove an integration from the registry
jq 'del(.partner_registry["<service-name>"])' "$PREFS" > tmp && mv tmp "$PREFS"

Frequently asked questions

What does the Ops Integrate AI skill do?

OPS on-demand: This skill should be used when the user asks to "add an API", "integrate SaaS", or…

Why use Ops Integrate on TypingMind?

Because you install it once and use it with any model. Ops Integrate is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ops Integrate in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Lifecycle-Innovations-Limited/claude-ops/tree/main/claude-ops/skills/ops-integrate. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Ops Integrate?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ops Integrate?

As many as you like. As long as a model supports skills, you can use Ops Integrate with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ops Integrate AI skill free?

Yes. It is published on GitHub by Lifecycle-Innovations-Limited under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇