Agent skill

Tdengine Rca

by infometa in infometa/workbuddyskills

A skill your agent uses when diagnosing industrial equipment faults, performance anomalies, alert events, or unexplained metric changes with TDengine data and public MCP tools.

No licenceAuto-check passedData & Analytics

Install Tdengine Rca

skills CLI
$ npx skills add infometa/workbuddyskills --skill tdengine-rca -a claude-code

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

GitHub CLI
$ gh skill install infometa/workbuddyskills tdengine-rca --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/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/tdengine/skills/tdengine-rca .claude/skills/tdengine-rca && 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
tdengine-rca
GitHub stars
344
Token cost
~1.1k tokens
SKILL.md length
460 words
Files
11 (incl. scripts, references)
Skills in repo
212
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when diagnosing industrial equipment faults, performance anomalies, alert events, or unexplained metric changes with TDengine data and public MCP tools.

  • Works in 6 steps: Establish the target, symptom, and time… → Read get_element_context and… → Retrieve only the evidence needed with… → …
  • Diagnosing industrial equipment faults
  • SKILL.md covers Prohibited Tools, Workflow, Evidence Rules and Local Analysis Scripts, plus 2 more sections
  • Runs Python scripts from its folder

What it does

Tdengine Rca is an agent skill from infometa/workbuddyskills. Use when diagnosing industrial equipment faults, performance anomalies, alert events, or unexplained metric changes with TDengine data and public MCP tools.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts and reference files (for example `references/analysis-methods.md`, `references/clarification-prompts.md` and `references/code-templates.md`).

It sits in Data & Analytics, covering MCP servers. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Diagnosing industrial equipment faults
  • Performance anomalies
  • Unexplained metric changes with TDengine data and public MCP tools

Example prompts

  • “/tdengine-rca”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Establish the target, symptom, and time range. Use search_elements,
  2. Read get_element_context and list_element_attributes. Separate static
  3. Retrieve only the evidence needed with get_attribute_history,
  4. Compare the incident window with a representative baseline. Check data
  5. Generate mutually distinguishable hypotheses, state expected evidence for
  6. Rank hypotheses by evidence strength and produce an auditable report.

What it can do on your machine

Read from SKILL.md and the folder at commit 75a5ad9. 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

    Ships 5 files in scripts/ (Python), which the agent can run.

    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

Tdengine Rca loads about 1.1k tokens when it runs, and up to ~7.3k if it reads all its reference files. Until then it costs about 42 tokens; SKILL.md has 460 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~42
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~7.3k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 460 words (~1,050 tokens).

“Use public MCP evidence to rank and validate fault hypotheses. Keep discovery, data retrieval, statistical interpretation, and conclusions traceable. This is a read-only skill: do not create, update, acknowledge, or delete resources.”

— opening of SKILL.md by infometa
name
tdengine-rca
version
0.6.0
author
TDengine

Read the full SKILL.md on GitHub

Files

SKILL.md and 10 other files (scripts, references) in connectors/tdengine/skills/tdengine-rca of infometa/workbuddyskills.

  • SKILL.md
  • references/analysis-methods.md
  • references/clarification-prompts.md
  • references/code-templates.md
  • references/hypothesis-generation.md
  • references/report-template.md
  • scripts/analysis_methods.py
  • scripts/common_io.py
  • scripts/data_prep.py
  • scripts/hypothesis_runner_template.py
  • scripts/plotting.py

Open the folder on GitHubat commit 75a5ad9

Compare with similar skills

Tdengine Rca 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.

Tdengine Rca compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tdengine Rca this skillinfometa/workbuddyskills344—~1.1kAutomated safety check: PassNone
Querying Indonesian Gov Datasuryast/indonesia-gov-apis172—~997Automated safety check: PassMIT
Openbb Data Fetchermonarchjuno/vibe-investing299—~2.9kAutomated safety check: NotesMIT
Kqlmicrosoft/fabric-rti-mcp131—~6.2kAutomated safety check: PassMIT
Odoo Data Quality Gateerpipe-org/mcp-odoo420—~765Automated safety check: PassMIT
Prod TelemetryUsefulSoftwareCo/executor4.1k—~1.9kAutomated safety check: PassMIT

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Questions about Tdengine Rca

What does Tdengine Rca do?

A skill your agent uses when diagnosing industrial equipment faults, performance anomalies, alert events, or unexplained metric changes with TDengine data and public MCP tools. Tdengine Rca is an agent skill from infometa/workbuddyskills. Use when diagnosing industrial equipment faults, performance anomalies, alert events, or unexplained metric changes with TDengine data and public MCP tools.

When should I use Tdengine Rca?

Tdengine Rca fits situations like: diagnosing industrial equipment faults; performance anomalies; unexplained metric changes with TDengine data and public MCP tools.

How do I install Tdengine Rca in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill tdengine-rca -a claude-code`. Or copy the skill folder (connectors/tdengine/skills/tdengine-rca in infometa/workbuddyskills) into .claude/skills/tdengine-rca in your project. Claude Code loads it when a task matches its description.

How do I install Tdengine Rca in Codex?

Run `npx skills add infometa/workbuddyskills --skill tdengine-rca -a codex`. Or copy the skill folder (connectors/tdengine/skills/tdengine-rca in infometa/workbuddyskills) into .agents/skills/tdengine-rca in your project. Codex loads it when a task matches its description.

Can I use Tdengine Rca 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 infometa/workbuddyskills --skill tdengine-rca -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tdengine-rca, .gemini/skills/tdengine-rca, .github/skills/tdengine-rca and .opencode/skills/tdengine-rca in your project.

What does Tdengine Rca need to run?

Going by SKILL.md and its folder, Tdengine Rca needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Tdengine Rca 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 Tdengine Rca 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Tdengine Rca use?

No licence was found for Tdengine Rca or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Tdengine Rca use?

About 1.1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 6.3k tokens, read only when the agent opens those files.

What are the alternatives to Tdengine Rca?

Skills that share tags, products or a category with Tdengine Rca: Querying Indonesian Gov Data (suryast/indonesia-gov-apis, 172 stars), Openbb Data Fetcher (monarchjuno/vibe-investing, 299 stars), Kql (microsoft/fabric-rti-mcp, 131 stars) and Odoo Data Quality Gate (erpipe-org/mcp-odoo, 420 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tdengine Rca?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 344 GitHub stars. The repository holds 212 skills in this directory. The repository was last updated on October 7, 2026.

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