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Agent skill

Tables Error Sweep

by clay-run in clay-run/agent-plugins

Clay tables — sweep a table for errored rows and report grouped by root cause (not a specific record).

No licenceAuto-check passedDevelopment

Install Tables Error Sweep

skills CLI
$ npx skills add clay-run/agent-plugins --skill tables-error-sweep -a claude-code

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

GitHub CLI
$ gh skill install clay-run/agent-plugins tables-error-sweep --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/clay-run/agent-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/clay/skills/tables-error-sweep .claude/skills/tables-error-sweep && 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
tables-error-sweep
GitHub stars
130
Token cost
~2.4k tokens
SKILL.md length
1,037 words
Files
1
Skills in repo
35
Repo updated
First seen
Licence
None found

At a glance

Clay tables — sweep a table for errored rows and report grouped by root cause (not a specific record).

  • Works in 6 steps: Understand the table first → Settle the scope: one column or general → Find the errored rows → …
  • The user asks whats erroring in {table}?
  • SKILL.md covers 1. Understand the table first, 2. Settle the scope: one…, 3. Find the errored rows and 4. Read the error messages, plus 3 more sections
  • Calls jq

What it does

Tables Error Sweep is an agent skill from clay-run/agent-plugins. Clay tables — sweep a table for errored rows and report grouped by root cause (not a specific record). Use when the user asks "what's erroring in {table}?", "show failed rows", or "is {action} failing?".

Its SKILL.md is about 2.4k 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 Development, covering Root cause analysis. The repository describes itself as: Build with Clay in your AI coding agent - skills, MCP tools, and the clay CLI for Claude Code, Codex, and Cursor. Search companies and people, run enrichment routines, and query…

When your agent uses it

  • The user asks whats erroring in {table}?
  • Show failed rows
  • Is {action} failing?

Example prompts

  • “s erroring in {table}?”
  • “show failed rows”
  • “is {action} failing?”
  • “/tables-error-sweep”

Requirements

  • Pre-approved tools (allowed-tools): Bash(clay *), Bash(jq *), Read

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Understand the table first
  2. Settle the scope: one column or general
  3. Find the errored rows
  4. Read the error messages
  5. Diagnose — group by root cause
  6. Report

What it can do on your machine

Read from SKILL.md and the folder at commit a813258. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(clay *)
    • Bash(jq *)
    • Read

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • jq

    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

Tables Error Sweep loads about 2.4k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 1,037 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 1,037 words (~2,420 tokens).

“Use when: "what's erroring in {table}?", "show failed rows", "is {action} failing?" — a table-level question with no specific record in hand. Goal: find the errored rows, read their messages, and report grouped by root cause, not row by row.”

— opening of SKILL.md by clay-run
name
tables-error-sweep
allowed-tools
Bash(clay *), Bash(jq *), Read

Read the full SKILL.md on GitHub

Files

Just SKILL.md in clay/skills/tables-error-sweep of clay-run/agent-plugins.

Open the folder on GitHubat commit a813258

Compare with similar skills

Tables Error Sweep 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.

Tables Error Sweep compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tables Error Sweep this skillclay-run/agent-plugins130—~2.4kAutomated safety check: PassNone
Code Design Rationale Investigatorcursor/plugins10k9 repos~2.6kAutomated safety check: PassNone
OpenLogi macOS Permissions TriageAprilNEA/OpenLogi23k—~2.5kAutomated safety check: NotesApache-2.0
Bug Finder for daisyUIsaadeghi/daisyui43k—~2.3kAutomated safety check: PassMIT
Root Cause Debugginggarrytan/gstack136k—~1.4kAutomated safety check: PassMIT
Review PRapache/shardingsphere21k—~6.4kAutomated safety check: PassApache-2.0

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Categories

Questions about Tables Error Sweep

What does Tables Error Sweep do?

Clay tables — sweep a table for errored rows and report grouped by root cause (not a specific record). Tables Error Sweep is an agent skill from clay-run/agent-plugins. Clay tables — sweep a table for errored rows and report grouped by root cause (not a specific record).

When should I use Tables Error Sweep?

Tables Error Sweep fits situations like: the user asks whats erroring in {table}?; show failed rows; is {action} failing?.

How do I install Tables Error Sweep in Claude Code?

Run `npx skills add clay-run/agent-plugins --skill tables-error-sweep -a claude-code`. Or copy the skill folder (clay/skills/tables-error-sweep in clay-run/agent-plugins) into .claude/skills/tables-error-sweep in your project. Claude Code loads it when a task matches its description.

How do I install Tables Error Sweep in Codex?

Run `npx skills add clay-run/agent-plugins --skill tables-error-sweep -a codex`. Or copy the skill folder (clay/skills/tables-error-sweep in clay-run/agent-plugins) into .agents/skills/tables-error-sweep in your project. Codex loads it when a task matches its description.

Can I use Tables Error Sweep 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 clay-run/agent-plugins --skill tables-error-sweep -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tables-error-sweep, .gemini/skills/tables-error-sweep, .github/skills/tables-error-sweep and .opencode/skills/tables-error-sweep in your project.

What does Tables Error Sweep need to run?

Going by SKILL.md and its folder, Tables Error Sweep needs the command-line tools its instructions call (jq). Its frontmatter pre-approves these tools: Bash(clay *), Bash(jq *), Read.

Does Tables Error Sweep 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 Tables Error Sweep 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 Tables Error Sweep use?

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

How many tokens does Tables Error Sweep use?

About 2.4k tokens (SKILL.md is roughly 9.7k 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 Tables Error Sweep?

Skills that share tags, products or a category with Tables Error Sweep: Code Design Rationale Investigator (cursor/plugins, 10k stars), OpenLogi macOS Permissions Triage (AprilNEA/OpenLogi, 23k stars), Bug Finder for daisyUI (saadeghi/daisyui, 43k stars) and Root Cause Debugging (garrytan/gstack, 136k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tables Error Sweep?

clay-run (a GitHub organization) maintains it in clay-run/agent-plugins, which has 130 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 7, 2026.

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