New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Maintenance Action

by bruin-data in bruin-data/bruin

Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.

Apache-2.0Auto-check passedDatabases

Install Maintenance Action

skills CLI
$ npx skills add bruin-data/bruin --skill maintenance-action -a claude-code

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

GitHub CLI
$ gh skill install bruin-data/bruin maintenance-action --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/bruin-data/bruin.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/maintenance-action .claude/skills/maintenance-action && 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
maintenance-action
GitHub stars
1.8k
Token cost
~963 tokens
SKILL.md length
528 words
Files
1
Skills in repo
10
Repo updated
First seen
Licence
Apache-2.0

At a glance

Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.

  • Databases work in your project
  • SKILL.md covers When to Use, Inputs, Operating Context and Context to Gather, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Maintenance Action is an agent skill from bruin-data/bruin. Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.

Its SKILL.md is about 960 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 Databases. The repository describes itself as: Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows. The licence is Apache-2.0.

When your agent uses it

  • Databases work in your project

Example prompts

  • “/maintenance-action”

What it can do on your machine

Read from SKILL.md and the folder at commit c2ab5b5. 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

Maintenance Action loads about 963 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 528 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~963

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 bruin-data/bruin at commit c2ab5b5, republished under its Apache-2.0 licence (© bruin-data). 528 words, ~963 tokens.

Download SKILL.mdSave it as .claude/skills/maintenance-action/SKILL.md (or your agent's skills folder).
name
maintenance-action
description
Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.
connections
bruin, github

Maintenance Action

When to Use

Use this skill after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.

Inputs

  • Diagnosis summary.
  • Exact action requested by the repository owner.
  • Files, assets, connections, or systems in scope.
  • Required approval process.

Operating Context

  • These starter skills can be used by Bruin Cloud agents, local agents, and external assistants connected to Bruin Cloud.
  • In Bruin Cloud, use Cloud CLI access when the agent has it enabled. Use the bruin cloud CLI when the assistant has shell access and a configured API key or .bruin.yml; use Bruin Cloud MCP only when the assistant is configured for MCP tool calls or does not have direct CLI access. If using the CLI, supported operational commands include bruin cloud runs trigger --project-id <project-id> --pipeline <pipeline-name>, bruin cloud runs rerun --project-id <project-id> --run-id <run-id> --only-failed, bruin cloud pipelines enable --project-id <project-id> --pipeline <pipeline-name>, and bruin cloud pipelines disable --project-id <project-id> --pipeline <pipeline-name>.
  • In local development, create runs with direct terminal commands such as bruin run <path>, bruin run <asset>, bruin validate <path>, and bruin query. Read troubleshooting context from terminal output and the local logs/ folder, especially logs/runs, query logs, and export logs when they exist.
  • If action verification requires running an asset or pipeline, prefer a dev or shadow environment. If none exists, ask whether to run in production or create temporary copies of the affected tables to reproduce and test the issue.
  • For other agent runtimes or orchestrators, customize this skill with the correct log source and action mechanism before using it to trigger runs, enable or disable schedules, mark statuses, or change external systems.

Context to Gather

  • Confirm the action is explicitly requested and scoped.
  • Inspect affected files and downstream dependencies.
  • Identify whether the action touches data, source systems, credentials, or production environments.
  • Determine the smallest validation command that proves the action worked.
  • Use Bruin MCP docs tools or bruin <command> --help to confirm the current command syntax before running Cloud or local CLI commands.
Show full SKILL.md (190 more words)Show less

Decision Tree

  • If the action touches production data or credentials, stop unless explicit approval is present.
  • If the action changes repo files, make a minimal diff and run validation.
  • If the action fixes data logic, first verify the known bad row, key, partition, or timestamp, then run the broader validation only after the specific example is resolved.
  • If the action requires a pull request, prepare a clear summary and verification notes.
  • If the action is not yet defined, return the diagnosis and ask for the missing policy.

Actions

Define repository-specific actions here. Until customized, this skill must not modify data, source systems, production settings, credentials, repo files, Bruin Cloud pipeline state, or run state.

Verification

  • Run the smallest relevant Bruin validation command.
  • For Cloud actions, verify the resulting state with bruin cloud runs get, bruin cloud runs list, or bruin cloud pipelines get.
  • For local actions, verify with the local command output, bruin validate <path>, and local logs/ files when present.
  • Record any command that could not be run.

Output

Return:

  • Action taken or reason no action was taken.
  • Files or systems touched.
  • Validation results.
  • Remaining manual approval or follow-up.

© bruin-data, Apache-2.0. 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 skills/maintenance-action of bruin-data/bruin.

Open the folder on GitHubat commit c2ab5b5

Compare with similar skills

Maintenance Action 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.

Maintenance Action compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Maintenance Action this skillbruin-data/bruin1.8k—~963Automated safety check: PassApache-2.0
Code Implementationapache/shardingsphere21k—~1.2kAutomated safety check: PassApache-2.0
Implement Commandredis/node-redis18k—~5kAutomated safety check: PassMIT
Clickhouse IohellangleZ/burn-in-cceverywhere-ralph11214 repos~2.5kAutomated safety check: PassNone
Analyzing Dataastronomer/agents451—~1.3kAutomated safety check: PassApache-2.0
Migration Helperwaynesutton/markdown-site6281 repos~958Automated safety check: PassMIT

Similar skills

  • Code Implementation

    apache/shardingsphere

    Implement, fix, refactor, or remove repository code under required scope, non-regression, verification, and review gates.

    21k GitHub stars~1.2k tokensUpdated yesterday
    DatabasesAuto-check passed

  • Implement Command

    redis/node-redis

    Official

    Add a new Redis command (or command variant) to node-redis end-to-end — the <NAME.ts Command file, its registration with JSDoc in the package commands/index.ts, and a co-located <NAME.spec.ts with…

    18k GitHub stars~5k tokensUpdated yesterday
    DatabasesAuto-check passed

  • Clickhouse Io

    hellangleZ/burn-in-cceverywhere-ralph

    ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

    112 GitHub starsUsed in 14 repos~2.5k tokens
    DatabasesAuto-check passed

  • Analyzing Data

    astronomer/agents

    Queries the data warehouse with SQL and answers business questions about data.

    451 GitHub stars~1.3k tokensUpdated today
    DatabasesAuto-check passed

  • Migration Helper

    waynesutton/markdown-site

    Plan and execute Convex schema migrations safely, including adding fields, creating tables, and data transformations.

    628 GitHub starsUsed in 1 repo~958 tokens
    DatabasesAuto-check passed

  • Basin

    cloudflare/skills

    Official

    Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL.

    3k GitHub starsUsed in 1 repo~684 tokens
    DatabasesAuto-check passed

More from bruin-data/bruin

All 10 skills in this repo

  • Record Vhs Demo

    bruin-data/bruin

    Create, update, render, and visually verify polished Bruin CLI terminal demos with VHS.

    1.8k GitHub stars~1.3k tokensUpdated yesterday
    Auto-check passed

  • Add Ingestr Source

    bruin-data/bruin

    Add Bruin CLI support for a new ingestr source. An agent skill from bruin-data/bruin.

    1.8k GitHub stars~1.6k tokensUpdated yesterday
    Auto-check passed

  • Bruin Semantic Layer

    bruin-data/bruin

    A skill your agent uses when creating, editing, reviewing, or troubleshooting Bruin semantic layer models, semantic query CLI usage, metric and dimension definitions, joins, segments, filters…

    1.8k GitHub stars~2.6k tokensUpdated yesterday
    Auto-check passed

  • Create Dashboard

    bruin-data/bruin

    Create DAC dashboards by writing YAML or TSX dashboard definition files.

    1.8k GitHub stars~4.3k tokensUpdated yesterday
    Auto-check passed

  • Duplicate Investigate

    bruin-data/bruin

    A skill your agent uses when duplicate rows, unstable primary keys, repeated ingestion, or failed uniqueness checks appear in a Bruin asset.

    1.8k GitHub stars~1.1k tokensUpdated yesterday
    Auto-check passed

  • Pipeline Diagnose

    bruin-data/bruin

    A skill your agent uses when a Bruin pipeline, asset, or command fails and the cause is not yet clear.

    1.8k GitHub stars~1k tokensUpdated yesterday
    Auto-check passed

Categories

Questions about Maintenance Action

What does Maintenance Action do?

Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action. Maintenance Action is an agent skill from bruin-data/bruin. Use after a diagnosis skill has identified a likely fix and the repository owner wants to define a controlled action.

When should I use Maintenance Action?

Maintenance Action fits situations like: databases work in your project.

How do I install Maintenance Action in Claude Code?

Run `npx skills add bruin-data/bruin --skill maintenance-action -a claude-code`. Or copy the skill folder (skills/maintenance-action in bruin-data/bruin) into .claude/skills/maintenance-action in your project. Claude Code loads it when a task matches its description.

How do I install Maintenance Action in Codex?

Run `npx skills add bruin-data/bruin --skill maintenance-action -a codex`. Or copy the skill folder (skills/maintenance-action in bruin-data/bruin) into .agents/skills/maintenance-action in your project. Codex loads it when a task matches its description.

Can I use Maintenance Action 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 bruin-data/bruin --skill maintenance-action -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/maintenance-action, .gemini/skills/maintenance-action, .github/skills/maintenance-action and .opencode/skills/maintenance-action in your project.

What does Maintenance Action need to run?

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

Does Maintenance Action 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 Maintenance Action 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 Maintenance Action use?

Maintenance Action is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Maintenance Action use?

About 963 tokens (SKILL.md is roughly 3.9k 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 Maintenance Action?

Skills that share tags, products or a category with Maintenance Action: Code Implementation (apache/shardingsphere, 21k stars), Implement Command (redis/node-redis, 18k stars), Clickhouse Io (hellangleZ/burn-in-cceverywhere-ralph, 112 stars) and Analyzing Data (astronomer/agents, 451 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Maintenance Action?

bruin-data (a GitHub organization) maintains it in bruin-data/bruin, which has 1,771 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 7, 2026.

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