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Agent skill

Clade Core Workflow A

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns.

MITAuto-check passedAI & LLM Engineering

Install Clade Core Workflow A

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-core-workflow-a -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace clade-core-workflow-a --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/clade-core-workflow-a .claude/skills/clade-core-workflow-a && 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
clade-core-workflow-a
GitHub stars
2.8k
Token cost
~481 tokens
SKILL.md length
113 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns.

  • Works in 2 steps: Use claude-model-inference instead → Key topics covered there
  • Looking for the primary Anthropic workflow
  • SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 4 more sections
  • Needs ANTHROPIC_API_KEY

What it does

Clade Core Workflow A is an agent skill from jeremylongshore/tons-of-skills-marketplace. Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns. Use when looking for the primary Anthropic workflow. Trigger with "anthropic workflow", "claude main workflow".

Its SKILL.md is about 480 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/one-pager.md`). Compatibility notes: Designed for Claude Code

It sits in AI & LLM Engineering, covering Structured output and tool calling. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Looking for the primary Anthropic workflow
  • With anthropic workflow
  • Claude main workflow

Example prompts

  • “anthropic workflow”
  • “claude main workflow”
  • “/clade-core-workflow-a”

Requirements

  • A credential in ANTHROPIC_API_KEY
  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read

Workflow steps

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

  1. Use claude-model-inference instead
  2. Key topics covered there

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. 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:

    • 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 typescript).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • platform.claude.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • ANTHROPIC_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Clade Core Workflow A loads about 481 tokens when it runs, and up to ~865 if it reads all its reference files. Until then it costs about 59 tokens; SKILL.md has 113 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~481
With references · SKILL.md plus every file in references/, read only if the agent opens them
~865

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

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 113 words, ~481 tokens.

Download SKILL.mdSave it as .claude/skills/clade-core-workflow-a/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
clade-core-workflow-a
description
Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns. Use when looking for the primary Anthropic workflow. Trigger with "anthropic workflow", "claude main workflow".
allowed-tools
Read
compatibility
Designed for Claude Code
version
1.1.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, anthropic, claude

Anthropic Core Workflow A → Model Inference

Overview

This skill redirects to clade-model-inference which covers streaming, vision, structured output, and all Messages API patterns.

Prerequisites

  • Completed clade-install-auth setup
  • ANTHROPIC_API_KEY configured

Instructions

Step 1: Use claude-model-inference instead

This skill has been replaced. The primary Anthropic workflow is the Messages API, covered in full by clade-model-inference.

Step 2: Key topics covered there
  • Streaming responses with client.messages.stream()
  • Vision — sending images to Claude
  • Structured JSON output via system prompts
  • Multi-turn conversations
  • All Messages API parameters

Output

  • Redirected to clade-model-inference
  • All Messages API patterns available there

Error Handling

IssueSolution
Skill not foundRun clade-model-inference directly

Examples

typescript
// Use claude-model-inference for the full Messages API guide
import Anthropic from '@claude-ai/sdk';
const client = new Anthropic();
const stream = client.messages.stream({
  model: 'claude-sonnet-4-20250514',
  max_tokens: 1024,
  messages: [{ role: 'user', content: 'Hello!' }],
});

Resources

Next Steps

Run clade-model-inference for the complete guide.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/clade-core-workflow-a of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/one-pager.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Clade Core Workflow A 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.

Clade Core Workflow A compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Clade Core Workflow A this skilljeremylongshore/tons-of-skills-marketplace2.8k—~481Automated safety check: PassMIT
Planning With Filesjarrodwatts/claude-code-config1.1k5 repos~967Automated safety check: PassNone
Tool Use Data Synthesissunny-glow/Auto-BenchMax1.3k—~3.3kAutomated safety check: PassNone
Agent Harness ConstructionKartikLabhshetwar/mind-mentor1486 repos~500Automated safety check: PassApache-2.0
Prompt Engineering Patternswshobson/agents40k—~1.3kAutomated safety check: PassMIT
Model Benchmarkstheopenco/llmgateway1.7k—~1.1kAutomated safety check: NotesCustom licence

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Categories

Questions about Clade Core Workflow A

What does Clade Core Workflow A do?

Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns. Clade Core Workflow A is an agent skill from jeremylongshore/tons-of-skills-marketplace. Redirect to claude-model-inference for Messages API streaming, vision, and structured output patterns.

When should I use Clade Core Workflow A?

Clade Core Workflow A fits situations like: looking for the primary Anthropic workflow; with anthropic workflow; Claude main workflow.

How do I install Clade Core Workflow A in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-core-workflow-a -a claude-code`. Or copy the skill folder (skills/.curated/clade-core-workflow-a in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/clade-core-workflow-a in your project. Claude Code loads it when a task matches its description.

How do I install Clade Core Workflow A in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill clade-core-workflow-a -a codex`. Or copy the skill folder (skills/.curated/clade-core-workflow-a in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/clade-core-workflow-a in your project. Codex loads it when a task matches its description.

Can I use Clade Core Workflow A 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 jeremylongshore/tons-of-skills-marketplace --skill clade-core-workflow-a -a cursor` (or -a -a, -a or -a for the others). To copy it by hand, put the folder in .cursor/skills/clade-core-workflow-a, .gemini/skills/clade-core-workflow-a, .github/skills/clade-core-workflow-a and .opencode/skills/clade-core-workflow-a in your project.

What does Clade Core Workflow A need to run?

Going by SKILL.md and its folder, Clade Core Workflow A needs credentials named ANTHROPIC_API_KEY. Our summary lists: A credential in ANTHROPIC_API_KEY. Its frontmatter pre-approves these tools: Read. Compatibility (from SKILL.md): Designed for Claude Code.

Does Clade Core Workflow A access the network?

SKILL.md names 1 domain. As links in the text: platform.claude.com. This is read from the text; nothing was executed.

Is Clade Core Workflow A 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 Clade Core Workflow A use?

Clade Core Workflow A is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Clade Core Workflow A use?

About 481 tokens (SKILL.md is roughly 1.9k 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 384 tokens, read only when the agent opens those files.

What are the alternatives to Clade Core Workflow A?

Skills that share tags, products or a category with Clade Core Workflow A: Planning With Files (jarrodwatts/claude-code-config, 1.1k stars), Tool Use Data Synthesis (sunny-glow/Auto-BenchMax, 1.3k stars), Agent Harness Construction (KartikLabhshetwar/mind-mentor, 148 stars) and Prompt Engineering Patterns (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Clade Core Workflow A?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.