Agent skill

Kip Dataset Orchestration

by mxtommy in mxtommy/Kip

Apply KIP dataset ownership and lifecycle rules for widget and dashboard flows, including centralized write paths and owner UUID cleanup behavior.

Custom licenceAuto-check passed

Install Kip Dataset Orchestration

skills CLI
$ npx skills add mxtommy/Kip --skill kip-dataset-orchestration -a claude-code

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

GitHub CLI
$ gh skill install mxtommy/Kip kip-dataset-orchestration --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/mxtommy/Kip.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/kip-dataset-orchestration .claude/skills/kip-dataset-orchestration && 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
kip-dataset-orchestration
GitHub stars
127
Token cost
~337 tokens
SKILL.md length
124 words
Files
1
Skills in repo
6
Repo updated
First seen
Licence
Custom licence

At a glance

Apply KIP dataset ownership and lifecycle rules for widget and dashboard flows, including centralized write paths and owner UUID cleanup behavior.

  • SKILL.md covers Use This Skill When, Core Expectations, Avoid and References
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Kip Dataset Orchestration is an agent skill from mxtommy/Kip. Apply KIP dataset ownership and lifecycle rules for widget and dashboard flows, including centralized write paths and owner UUID cleanup behavior.

Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: SignalK Instrument package.

Example prompts

  • “/kip-dataset-orchestration”

What it can do on your machine

Read from SKILL.md and the folder at commit d9fb361. 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

Kip Dataset Orchestration loads about 337 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 124 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~43
When it runs · the whole SKILL.md, loaded when a task matches
~337

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 124 words (~337 tokens).

“Use this skill when changing dataset creation, update, or cleanup behavior. This skill defines implementation patterns only; policy authority remains in instruction files.”

— opening of SKILL.md by mxtommy, Custom licence
name
kip-dataset-orchestration

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .agents/skills/kip-dataset-orchestration of mxtommy/Kip.

Open the folder on GitHubat commit d9fb361

Compare with similar skills

Kip Dataset Orchestration 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.

Kip Dataset Orchestration compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Kip Dataset Orchestration this skillmxtommy/Kip127—~337Automated safety check: PassCustom licence
Manage Dashboard WidgetsPostHog/posthog40k—~2.3kAutomated safety check: PassCustom licence
Dashboardasgeirtj/system_prompts_leaks69k—~4.1kAutomated safety check: PassCC0-1.0
Superplane Dashboard And Widgetssuperplanehq/superplane7.7k—~3.9kAutomated safety check: PassCustom licence
DashboardInsForge/InsForge13k—~2.3kAutomated safety check: PassApache-2.0
Live DashboardNousResearch/hermes-agent252k—~2.1kAutomated safety check: PassMIT

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Questions about Kip Dataset Orchestration

What does Kip Dataset Orchestration do?

Apply KIP dataset ownership and lifecycle rules for widget and dashboard flows, including centralized write paths and owner UUID cleanup behavior. Kip Dataset Orchestration is an agent skill from mxtommy/Kip. Apply KIP dataset ownership and lifecycle rules for widget and dashboard flows, including centralized write paths and owner UUID cleanup behavior.

How do I install Kip Dataset Orchestration in Claude Code?

Run `npx skills add mxtommy/Kip --skill kip-dataset-orchestration -a claude-code`. Or copy the skill folder (.agents/skills/kip-dataset-orchestration in mxtommy/Kip) into .claude/skills/kip-dataset-orchestration in your project. Claude Code loads it when a task matches its description.

How do I install Kip Dataset Orchestration in Codex?

Run `npx skills add mxtommy/Kip --skill kip-dataset-orchestration -a codex`. Or copy the skill folder (.agents/skills/kip-dataset-orchestration in mxtommy/Kip) into .agents/skills/kip-dataset-orchestration in your project. Codex loads it when a task matches its description.

Can I use Kip Dataset Orchestration 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 mxtommy/Kip --skill kip-dataset-orchestration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kip-dataset-orchestration, .gemini/skills/kip-dataset-orchestration, .github/skills/kip-dataset-orchestration and .opencode/skills/kip-dataset-orchestration in your project.

What does Kip Dataset Orchestration need to run?

SKILL.md names no scripts, command-line tools or credentials: Kip Dataset Orchestration is instructions for the agent only.

Does Kip Dataset Orchestration 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 Kip Dataset Orchestration 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 Kip Dataset Orchestration use?

Kip Dataset Orchestration has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Kip Dataset Orchestration use?

About 337 tokens (SKILL.md is roughly 1.3k 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 Kip Dataset Orchestration?

Skills that share tags, products or a category with Kip Dataset Orchestration: Manage Dashboard Widgets (PostHog/posthog, 40k stars), Dashboard (asgeirtj/system_prompts_leaks, 69k stars), Superplane Dashboard And Widgets (superplanehq/superplane, 7.7k stars) and Dashboard (InsForge/InsForge, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Kip Dataset Orchestration?

mxtommy (a GitHub user) maintains it in mxtommy/Kip, which has 127 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 8, 2026.

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