Agent skill

Tdengine Data Insights

by infometa in infometa/workbuddyskills

A skill your agent uses when interpreting TDengine panel data, attribute history, device comparisons, operating trends, anomalies, health indicators, or recurring industrial reports.

No licenceAuto-check passed

Install Tdengine Data Insights

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

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

GitHub CLI
$ gh skill install infometa/workbuddyskills tdengine-data-insights --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-data-insights .claude/skills/tdengine-data-insights && 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-data-insights
GitHub stars
344
Token cost
~975 tokens
SKILL.md length
421 words
Files
7 (incl. scripts, references)
Skills in repo
212
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when interpreting TDengine panel data, attribute history, device comparisons, operating trends, anomalies, health indicators, or recurring industrial reports.

  • Works in 5 steps: Define the business question, target… → Inspect coverage, timestamp order,… → Compute descriptive statistics… → …
  • Interpreting TDengine panel data
  • SKILL.md covers Prohibited Tools, Select the Data Route, Analysis Workflow and Guardrails, plus 3 more sections
  • Runs Python scripts from its folder

What it does

Tdengine Data Insights is an agent skill from infometa/workbuddyskills. Use when interpreting TDengine panel data, attribute history, device comparisons, operating trends, anomalies, health indicators, or recurring industrial reports.

Its SKILL.md is about 980 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and reference files (for example `references/analysis-methodology.md`, `references/execution-recipes.md` and `references/function-catalog.md`).

The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • Interpreting TDengine panel data
  • Attribute history
  • Device comparisons
  • Operating trends

Example prompts

  • “/tdengine-data-insights”

Requirements

  • Python 3

Workflow steps

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

  1. Define the business question, target population, metrics, units, and time
  2. Inspect coverage, timestamp order, sampling cadence, nulls, duplicates,
  3. Compute descriptive statistics appropriate to sample size: count, minimum,
  4. Quantify trends, changes, anomalies, peer differences, and relationships.
  5. Translate significant findings into operational impact and prioritized

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 1 file 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 Data Insights loads about 975 tokens when it runs, and up to ~10k if it reads all its reference files. Until then it costs about 46 tokens; SKILL.md has 421 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~46
When it runs · the whole SKILL.md, loaded when a task matches
~975
With references · SKILL.md plus every file in references/, read only if the agent opens them
~10k

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 421 words (~975 tokens).

“Turn public MCP query results into decision-oriented industrial insights. This is a read-only skill. Retrieve evidence, quantify it, explain its operational meaning, and distinguish facts from interpretation.”

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

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (scripts, references) in connectors/tdengine/skills/tdengine-data-insights of infometa/workbuddyskills.

  • SKILL.md
  • references/analysis-methodology.md
  • references/execution-recipes.md
  • references/function-catalog.md
  • references/gotchas.md
  • references/report-structure.md
  • scripts/analyze_ts.py

Open the folder on GitHubat commit 75a5ad9

Compare with similar skills

Tdengine Data Insights 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 Data Insights compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tdengine Data Insights this skillinfometa/workbuddyskills344—~975Automated safety check: PassNone
Analyzing Usb Device Connection Historymukul975/Anthropic-Cybersecurity-Skills34k—~3.4kAutomated safety check: PassApache-2.0
History Insightteam-attention/plugins-for-claude-natives827—~834Automated safety check: PassMIT
Formatting Insight AxesPostHog/posthog40k—~2.1kAutomated safety check: PassCustom licence
Insight Error Pagevercel/next.js143k—~5.5kAutomated safety check: PassMIT
TransformerLens InterpretabilityOrchestra-Research/AI-Research-SKILLs13k4 repos~3kAutomated safety check: PassMIT

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Questions about Tdengine Data Insights

What does Tdengine Data Insights do?

A skill your agent uses when interpreting TDengine panel data, attribute history, device comparisons, operating trends, anomalies, health indicators, or recurring industrial reports. Tdengine Data Insights is an agent skill from infometa/workbuddyskills. Use when interpreting TDengine panel data, attribute history, device comparisons, operating trends, anomalies, health indicators, or recurring industrial reports.

When should I use Tdengine Data Insights?

Tdengine Data Insights fits situations like: interpreting TDengine panel data; attribute history; device comparisons; operating trends.

How do I install Tdengine Data Insights in Claude Code?

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

How do I install Tdengine Data Insights in Codex?

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

Can I use Tdengine Data Insights 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-data-insights -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-data-insights, .gemini/skills/tdengine-data-insights, .github/skills/tdengine-data-insights and .opencode/skills/tdengine-data-insights in your project.

What does Tdengine Data Insights need to run?

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

Does Tdengine Data Insights 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 Data Insights 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 Data Insights use?

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

How many tokens does Tdengine Data Insights use?

About 975 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. Its references folder adds about 9.3k tokens, read only when the agent opens those files.

What are the alternatives to Tdengine Data Insights?

Skills that share tags, products or a category with Tdengine Data Insights: Analyzing Usb Device Connection History (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), History Insight (team-attention/plugins-for-claude-natives, 827 stars), Formatting Insight Axes (PostHog/posthog, 40k stars) and Insight Error Page (vercel/next.js, 143k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tdengine Data Insights?

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.