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Agent skill

Tables Trace

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

Clay tables — locate a record by identifier and snapshot its state: which table(s) hold it and each cell's status.

No licenceAuto-check passedSales & Support

Install Tables Trace

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

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

GitHub CLI
$ gh skill install clay-run/agent-plugins tables-trace --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-trace .claude/skills/tables-trace && 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-trace
GitHub stars
130
Token cost
~1.7k tokens
SKILL.md length
873 words
Files
1
Skills in repo
35
Repo updated
First seen
Licence
None found

At a glance

Clay tables — locate a record by identifier and snapshot its state: which table(s) hold it and each cell's status.

  • Works in 5 steps: Settle scope → Per table: find the identifier's column… → Search for the record → …
  • The user has an id and asks trace {id}
  • SKILL.md covers 1. Settle scope, 2. Per table: find the…, 3. Search for the record and 4. Pull full state where it…, plus 2 more sections
  • Calls jq

What it does

Tables Trace is an agent skill from clay-run/agent-plugins. Clay tables — locate a record by identifier and snapshot its state: which table(s) hold it and each cell's status. Use when the user has an id and asks "trace {id}", "where is {id}?", "what enrichments ran for this lead?", or "is this record done?".

Its SKILL.md is about 1.7k 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 Sales & Support. It works with HubSpot. 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 has an id and asks trace {id}
  • What enrichments ran for this lead?
  • Is this record done?

Example prompts

  • “s status. Use when the user has an id and asks”
  • “where is {id}?”
  • “what enrichments ran for this lead?”
  • “/tables-trace”

Requirements

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

Workflow steps

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

  1. Settle scope
  2. Per table: find the identifier's column and archive linkage
  3. Search for the record
  4. Pull full state where it matters
  5. Report — per table, independent findings

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 Trace loads about 1.7k tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 873 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 873 words (~1,655 tokens).

“Use when: you have an identifier and want to find the record and see its overall state — "trace 12345", "where is jane@acme.com?", "what enrichments ran for this lead?", "is this record done?". This is a locate + snapshot: which…”

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

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit a813258

Compare with similar skills

Tables Trace 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 Trace compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tables Trace this skillclay-run/agent-plugins130—~1.7kAutomated safety check: PassNone
Google Maps Exportgmapsscraper/google-maps-agent-skills132—~1.2kAutomated safety check: PassMIT
Lost Deal Revival AgentOthmane-Khadri/YALC-the-GTM-operating-system317—~3kAutomated safety check: PassMIT
HubspotOpenClaudia/openclaudia-skills711—~1.8kAutomated safety check: NotesMIT
Hubspotrefly-ai/refly-skills204—~491Automated safety check: PassNone
Aai Hubspotaai-labs/agent-barn109—~223Automated safety check: PassApache-2.0

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Works with

Categories

Questions about Tables Trace

What does Tables Trace do?

Clay tables — locate a record by identifier and snapshot its state: which table(s) hold it and each cell's status. Tables Trace is an agent skill from clay-run/agent-plugins. Clay tables — locate a record by identifier and snapshot its state: which table(s) hold it and each cell's status.

When should I use Tables Trace?

Tables Trace fits situations like: the user has an id and asks trace {id}; what enrichments ran for this lead?; is this record done?.

How do I install Tables Trace in Claude Code?

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

How do I install Tables Trace in Codex?

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

Can I use Tables Trace 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-trace -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-trace, .gemini/skills/tables-trace, .github/skills/tables-trace and .opencode/skills/tables-trace in your project.

What does Tables Trace need to run?

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

Does Tables Trace 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 Trace 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 Trace use?

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

How many tokens does Tables Trace use?

About 1.7k tokens (SKILL.md is roughly 6.6k 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 Trace?

Skills that share tags, products or a category with Tables Trace: Google Maps Export (gmapsscraper/google-maps-agent-skills, 132 stars), Lost Deal Revival Agent (Othmane-Khadri/YALC-the-GTM-operating-system, 317 stars), Hubspot (OpenClaudia/openclaudia-skills, 711 stars) and Hubspot (refly-ai/refly-skills, 204 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tables Trace?

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.