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Agent skill

Workflows Audience Enrichment

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

Clay workflows — build enrichment steps and map their results back to Audiences in an existing audience enrichment workflow.

No licenceAuto-check passed

Install Workflows Audience Enrichment

skills CLI
$ npx skills add clay-run/agent-plugins --skill workflows-audience-enrichment -a claude-code

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

GitHub CLI
$ gh skill install clay-run/agent-plugins workflows-audience-enrichment --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/workflows-audience-enrichment .claude/skills/workflows-audience-enrichment && 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
workflows-audience-enrichment
GitHub stars
132
Token cost
~2.3k tokens
SKILL.md length
1,196 words
Files
1
Skills in repo
35
Repo updated
First seen
Licence
None found

At a glance

Clay workflows — build enrichment steps and map their results back to Audiences in an existing audience enrichment workflow.

  • Works in 7 steps: Run clay workflows… → Validate the graph with the available… → Resolve the segment id from the… → …
  • SKILL.md covers Verify the workflow type, Plan the enrichment, Build the enrichment path and Ensure and configure the final…, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Workflows Audience Enrichment is an agent skill from clay-run/agent-plugins. Clay workflows — build enrichment steps and map their results back to Audiences in an existing audience enrichment workflow. Use while editing an audience enrichment workflow or migrating an Audience-backed bulk enrichment table into a workflow.

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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…

Example prompts

  • “/workflows-audience-enrichment”

Requirements

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

Workflow steps

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

  1. Run clay workflows ensure-audience-writeback , read the returned node, and confirm
  2. Validate the graph with the available workflow tools and show the resulting diagram.
  3. Resolve the segment id from the workflow's existing audience_segment trigger. Do not search
  4. Explain the likely credit exposure and get approval for a credit-consuming test.
  5. Test 10 segment records from the current draft by default
  6. Wait for the run to finish. Inspect both the enrichment output and the final Audiences update.
  7. Get separate approval, then publish the tested draft with

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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    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

Workflows Audience Enrichment loads about 2.3k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 1,196 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

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); 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 1,196 words (~2,303 tokens).

“Use this skill for an existing audience_enrichment workflow or an explicitly requested Audience-backed bulk enrichment migration. It owns the workflow-specific sequence: build enrichment steps, ensure the shared final Audiences writeback, and map enrichment results onto audience fields.”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in clay/skills/workflows-audience-enrichment of clay-run/agent-plugins.

Open the folder on GitHubat commit a813258

Compare with similar skills

Workflows Audience Enrichment 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.

Workflows Audience Enrichment compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Workflows Audience Enrichment this skillclay-run/agent-plugins132—~2.3kAutomated safety check: PassNone
Token Mapnexu-io/open-design100k—~1.4kAutomated safety check: PassApache-2.0
Os Step By Stepkharmanskyi/open-steps1.3k—~1.9kAutomated safety check: PassMIT
Maps Geographyasgeirtj/system_prompts_leaks69k—~717Automated safety check: PassCC0-1.0
Structured Step By Step Reasoningaiming-lab/MetaClaw3.5k—~212Automated safety check: PassMIT
Feature Maponyx-dot-app/onyx32k—~459Automated safety check: PassCustom licence

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Questions about Workflows Audience Enrichment

What does Workflows Audience Enrichment do?

Clay workflows — build enrichment steps and map their results back to Audiences in an existing audience enrichment workflow. Workflows Audience Enrichment is an agent skill from clay-run/agent-plugins. Clay workflows — build enrichment steps and map their results back to Audiences in an existing audience enrichment workflow.

How do I install Workflows Audience Enrichment in Claude Code?

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

How do I install Workflows Audience Enrichment in Codex?

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

Can I use Workflows Audience Enrichment 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 workflows-audience-enrichment -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workflows-audience-enrichment, .gemini/skills/workflows-audience-enrichment, .github/skills/workflows-audience-enrichment and .opencode/skills/workflows-audience-enrichment in your project.

What does Workflows Audience Enrichment need to run?

SKILL.md names no scripts, command-line tools or credentials: Workflows Audience Enrichment is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(clay *), Bash(jq *), Read.

Does Workflows Audience Enrichment 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 Workflows Audience Enrichment 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 Workflows Audience Enrichment use?

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

How many tokens does Workflows Audience Enrichment use?

About 2.3k tokens (SKILL.md is roughly 9.2k 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 Workflows Audience Enrichment?

Skills that share tags, products or a category with Workflows Audience Enrichment: Token Map (nexu-io/open-design, 100k stars), Os Step By Step (kharmanskyi/open-steps, 1.3k stars), Maps Geography (asgeirtj/system_prompts_leaks, 69k stars) and Structured Step By Step Reasoning (aiming-lab/MetaClaw, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Workflows Audience Enrichment?

clay-run (a GitHub organization) maintains it in clay-run/agent-plugins, which has 132 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.