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Agent skill

Workflows Optimize Credits

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

Clay workflows — reduce a workflow's credit and LLM cost via the CLI (clay workflows commands).

No licenceAuto-check passedAI & LLM Engineering

Install Workflows Optimize Credits

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

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

GitHub CLI
$ gh skill install clay-run/agent-plugins workflows-optimize-credits --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-optimize-credits .claude/skills/workflows-optimize-credits && 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-optimize-credits
GitHub stars
130
Token cost
~1.3k tokens
SKILL.md length
671 words
Files
1
Skills in repo
35
Repo updated
First seen
Licence
None found

At a glance

Clay workflows — reduce a workflow's credit and LLM cost via the CLI (clay workflows commands).

  • Works in 5 steps: Read the workflow using clay workflows… → Identify cost drivers — LLM calls, Clay… → Present optimization opportunities with… → …
  • Tasks that involve LLM cost and token optimization
  • SKILL.md covers Process, Cost Drivers in Clay Workflows and Analysis Output Format
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Workflows Optimize Credits is an agent skill from clay-run/agent-plugins. Clay workflows — reduce a workflow's credit and LLM cost via the CLI (clay workflows commands). Identifies expensive patterns and suggests cheaper alternatives.

Its SKILL.md is about 1.3k 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 AI & LLM Engineering, covering LLM cost and token optimization. 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

  • Tasks that involve LLM cost and token optimization

Example prompts

  • “/workflows-optimize-credits”

Workflow steps

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

  1. Read the workflow using clay workflows graph get --mode full to get all node details
  2. Identify cost drivers — LLM calls, Clay action usage, model selection
  3. Present optimization opportunities with estimated impact, alongside a render of the current graph (clay workflows diagram ) with the…
  4. Apply authorized changes — edit the workflow only when the user's request authorizes modifications, via clay workflows nodes…
  5. Show the result — after applying, run clay workflows graph format and render the updated graph so the change is visible

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 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

    No scripts in the folder and no shell commands in SKILL.md.

    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 Optimize Credits loads about 1.3k tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 671 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~47
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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 671 words (~1,315 tokens).

“Analyze the current workflow and suggest changes to reduce credit consumption and LLM costs without sacrificing quality.”

— opening of SKILL.md by clay-run
name
workflows-optimize-credits

Read the full SKILL.md on GitHub

Files

Just SKILL.md in clay/skills/workflows-optimize-credits of clay-run/agent-plugins.

Open the folder on GitHubat commit a813258

Compare with similar skills

Workflows Optimize Credits 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 Optimize Credits compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Workflows Optimize Credits this skillclay-run/agent-plugins130—~1.3kAutomated safety check: PassNone
Context Compressionguanyang/open-agent-hub9752 repos~4.6kAutomated safety check: PassMIT
Bounty Hunter1sadjlk/bounty-hunter-skill2821 repos~761Automated safety check: PassMIT
Skill Shortenerluongnv89/asm953—~3.8kAutomated safety check: NotesMIT
Fleet Auditoralexgreensh/token-optimizer2.5k—~1.7kAutomated safety check: PassCustom licence
Headroommomori777/Artemis377—~562Automated safety check: PassMIT

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Categories

Questions about Workflows Optimize Credits

What does Workflows Optimize Credits do?

Clay workflows — reduce a workflow's credit and LLM cost via the CLI (clay workflows commands). Workflows Optimize Credits is an agent skill from clay-run/agent-plugins. Clay workflows — reduce a workflow's credit and LLM cost via the CLI (clay workflows commands).

When should I use Workflows Optimize Credits?

Workflows Optimize Credits fits situations like: tasks that involve LLM cost and token optimization.

How do I install Workflows Optimize Credits in Claude Code?

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

How do I install Workflows Optimize Credits in Codex?

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

Can I use Workflows Optimize Credits 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-optimize-credits -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-optimize-credits, .gemini/skills/workflows-optimize-credits, .github/skills/workflows-optimize-credits and .opencode/skills/workflows-optimize-credits in your project.

What does Workflows Optimize Credits need to run?

SKILL.md names no scripts, command-line tools or credentials: Workflows Optimize Credits is instructions for the agent only.

Does Workflows Optimize Credits 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 Optimize Credits 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 Optimize Credits use?

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

How many tokens does Workflows Optimize Credits use?

About 1.3k tokens (SKILL.md is roughly 5.3k 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 Optimize Credits?

Skills that share tags, products or a category with Workflows Optimize Credits: Context Compression (guanyang/open-agent-hub, 975 stars), Bounty Hunter (1sadjlk/bounty-hunter-skill, 282 stars), Skill Shortener (luongnv89/asm, 953 stars) and Fleet Auditor (alexgreensh/token-optimizer, 2.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Workflows Optimize Credits?

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.