Agent skill

Tool Connector

by ZhixiangLuo in ZhixiangLuo/10xProductivity

Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial…

MITAuto-check passedDevOps & Cloud

Install Tool Connector

skills CLI
$ npx skills add ZhixiangLuo/10xProductivity --skill tool-connector -a claude-code

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

GitHub CLI
$ gh skill install ZhixiangLuo/10xProductivity tool-connector --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/ZhixiangLuo/10xProductivity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/tool-connector .claude/skills/tool-connector && 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
tool-connector
GitHub stars
479
Token cost
~925 tokens
SKILL.md length
413 words
Files
1
Skills in repo
5
Repo updated
First seen
Licence
MIT

At a glance

Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial…

  • The user wants to set up a tool connection
  • SKILL.md covers Internal tools are first-class…, Core principles, Routing and Auth priority order, plus 2 more sections
  • Calls git
  • Connect an internal

What it does

Tool Connector is an agent skill from ZhixiangLuo/10xProductivity. Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial tools like Slack, Confluence, Jira, Linear, GitHub, Outlook, Datadog, and PagerDuty. Use when the user wants to set up a tool connection, connect an internal or custom-built tool, or add a new tool integration from scratch.

Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in DevOps & Cloud, covering Monitoring and alerting. It works with GitHub, Confluence, Jira and Slack. The repository describes itself as: Personal AI assistant for work inside corporate constraints, built on coding agents and the tools, sessions, and permissions you already have. The licence is MIT.

When your agent uses it

  • The user wants to set up a tool connection
  • Connect an internal
  • Custom-built tool
  • Add a new tool integration from scratch

Example prompts

  • “/tool-connector”

What it can do on your machine

Read from SKILL.md and the folder at commit 9a7da40. 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

    Shell commands in SKILL.md call:

    • git

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

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    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

Tool Connector loads about 925 tokens when it runs. Until then it costs about 109 tokens; SKILL.md has 413 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~109
When it runs · the whole SKILL.md, loaded when a task matches
~925

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 ZhixiangLuo/10xProductivity at commit 9a7da40, republished under its MIT licence (© ZhixiangLuo). 413 words, ~925 tokens.

Download SKILL.mdSave it as .claude/skills/tool-connector/SKILL.md (or your agent's skills folder).
name
tool-connector
description
Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial tools like Slack, Confluence, Jira, Linear, GitHub, Outlook, Datadog, and PagerDuty. Use when the user wants to set up a tool connection, connect an internal or custom-built tool, or add a new tool integration from scratch.
source
https://github.com/zhixiangluo/10xProductivity
author
zhixiangluo

Tool Connector — Connect Any Work Tool to Your Agent

Requires the repo cloned locally. Check if it's already present (ls setup.md), then read setup.md — that is the full entry point. The sections below summarize the approach for reference.

Full methodology and pre-built recipes: https://github.com/zhixiangluo/10xProductivity

Internal tools are first-class citizens

Internal and custom-built tools are often the most valuable to connect — deployment portals, incident trackers, internal knowledge bases, custom dashboards, HR systems, anything your company built or runs. They follow the exact same setup path as commercial tools and stay private in personal/ (gitignored, never committed).

If a tool has an API or a web UI, it can be connected.

Core principles

  • Ask for a URL first, not credentials — a URL the user has open reveals the base URL, workspace, and regional variant without requiring them to know anything about auth
  • Run every command yourself — never paste a command and ask the user to run it
  • Validate with real output before marking anything done — no illustrative output, no copy-paste from docs
  • Zero friction — never require the user to create an OAuth app, register redirect URIs, or configure anything outside of this flow

Routing

SituationAction
Tool already in verified_connections.mdReverify — run its verify snippet; if it passes, done
Tool has a recipe in personal/{tool}/Load it and try; patch in personal/ if it fails
Tool has a recipe in tool_connections/{tool}/Read that tool's setup.md and follow it
Tool not found anywhereFollow add-new-tool.md to build a recipe from scratch

Never edit tool_connections/ directly — copy to personal/{tool}/ and patch there.

Show full SKILL.md (155 more words)Show less

Auth priority order

PriorityMethodUser friction
1API token~30s — generate in tool settings
2Browser session (SSO, cached)Run once — session cached for days/weeks
3Browser session (per operation)Playwright on every call — only if no API exists
4Username + passwordLegacy tools only
✗OAuth requiring user to create their own appNever — too much friction

Pre-built recipes available

Slack, Confluence, Jira, Linear, GitHub, Microsoft Teams, Outlook, Google Drive, Datadog, Grafana, PagerDuty, Jenkins, Backstage, Bitbucket Server, Artifactory.

Internal and custom tools follow the same path — they stay private in personal/ (gitignored).

Getting started

First, check if you already have the repo:

bash
ls setup.md 2>/dev/null && echo "repo present" || echo "need to clone"

Repo present → if python3 (or Windows py -3) is missing or .venv is not set up for Playwright, read setup-python.md first; then read setup.md — it is the full entry point for tool connections.

Need to clone →

bash
git clone https://github.com/zhixiangluo/10xProductivity.git
cd 10xProductivity

Then read setup.md. It routes to pre-built recipes, your own recipes, and add-new-tool.md for anything new.

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

Files

Just SKILL.md in .cursor/skills/tool-connector of ZhixiangLuo/10xProductivity.

Open the folder on GitHubat commit 9a7da40

Compare with similar skills

Tool Connector 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.

Tool Connector compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tool Connector this skillZhixiangLuo/10xProductivity479—~925Automated safety check: PassMIT
Sentry Alert TunerLeoYeAI/openclaw-master-skills2.2k—~7.3kAutomated safety check: PassMIT
Kibana Connectorsaspectrr/deer405—~2kAutomated safety check: PassMIT
Alerting Irmgrafana/skills2821 repos~1.9kAutomated safety check: PassApache-2.0
AirweaveCraftOS-dev/CraftBot392—~1.1kAutomated safety check: PassMIT
Supercheck Monitoring Alertssupercheck-io/supercheck215—~855Automated safety check: PassAGPL-3.0

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Categories

Questions about Tool Connector

What does Tool Connector do?

Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial…. Tool Connector is an agent skill from ZhixiangLuo/10xProductivity. Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial tools like Slack, Confluence, Jira, Linear, GitHub, Outlook, Datadog, and PagerDuty.

When should I use Tool Connector?

Tool Connector fits situations like: the user wants to set up a tool connection; connect an internal; custom-built tool; add a new tool integration from scratch.

How do I install Tool Connector in Claude Code?

Run `npx skills add ZhixiangLuo/10xProductivity --skill tool-connector -a claude-code`. Or copy the skill folder (.cursor/skills/tool-connector in ZhixiangLuo/10xProductivity) into .claude/skills/tool-connector in your project. Claude Code loads it when a task matches its description.

How do I install Tool Connector in Codex?

Run `npx skills add ZhixiangLuo/10xProductivity --skill tool-connector -a codex`. Or copy the skill folder (.cursor/skills/tool-connector in ZhixiangLuo/10xProductivity) into .agents/skills/tool-connector in your project. Codex loads it when a task matches its description.

Can I use Tool Connector 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 ZhixiangLuo/10xProductivity --skill tool-connector -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tool-connector, .gemini/skills/tool-connector, .github/skills/tool-connector and .opencode/skills/tool-connector in your project.

What does Tool Connector need to run?

Going by SKILL.md and its folder, Tool Connector needs the command-line tools its instructions call (git).

Does Tool Connector access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Tool Connector 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 Tool Connector use?

Tool Connector 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 Tool Connector use?

About 925 tokens (SKILL.md is roughly 3.7k 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 Tool Connector?

Skills that share tags, products or a category with Tool Connector: Sentry Alert Tuner (LeoYeAI/openclaw-master-skills, 2.2k stars), Kibana Connectors (aspectrr/deer, 405 stars), Alerting Irm (grafana/skills, 282 stars) and Airweave (CraftOS-dev/CraftBot, 392 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tool Connector?

ZhixiangLuo (a GitHub user) maintains it in ZhixiangLuo/10xProductivity, which has 479 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on July 13, 2026.

Source: ZhixiangLuo/10xProductivity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.