Plugin · Claude Code · AI Agents

Lisaross Coggle

lisaross-coggle is a Claude Code plugin for the Build phase that enhances vague prompts into precise, platform-oriented instructions using structured prompt-engineering patterns.

by lisaross · github.com/lisaross/coggle

Install Coggle when vague instructions waste tokens and you want Claude Code to expand prompts into precise, platform-aware instructions before creative or implementation work.

0
GitHub stars
0
Installs
0
Community votes
One vote per signed-in builder - it helps surface the tools the community actually relies on.
Install

Add it to Claude Code

Install the plugin in Claude Code. One command, paste-ready.

Install the plugin
/plugin install lisaross-coggle@lisaross/coggle
Add to ClaudeUse the Agent APISkillselion is itself an MCP server - your agent can fetch this config directly.
Agent API

Built to be called by your agent

Skillselion is itself an MCP server. Your agent can pull this entry and a paste-ready install config straight from the API - no copy-paste.

Retrieve this entry with skillselion.get_details("plugin:lisaross/coggle") and the paste-ready config with skillselion.get_install_config("plugin:lisaross/coggle").

About

What it does

lisaross-coggle is a Claude Code plugin described as prompt enhancement tooling: it takes underspecified requests and applies prompt-engineering methodology so agents receive clear constraints, context, and deliverables. Solo builders hit this friction daily when a single vague sentence derails codegen, research, or content passes. Coggle is positioned for productivity inside Claude Code rather than as a standalone image or Midjourney-only utility, though its keywords nod to broader AI prompt platforms. On Skillselion’s journey it is best treated as journey-wide process support—usable during idea research, validate scoping, build implementation, launch copy, and grow content—while the canonical shelf remains build and agent-tooling where plugin registration lives. One plugin ships in the bundle. Intermediate familiarity with when to invoke expansion versus writing your own spec helps you avoid over-prompting simple edits. Pair it with planning skills when a vague goal must become a written plan before coding starts.

Highlights

  • Transforms vague user prompts into precise, actionable instructions
  • Prompt-engineering methodology tuned for Claude Code sessions
  • Platform-optimized expansion for multi-model workflows (Claude, ChatGPT, Gemini)
  • Productivity-focused single-plugin bundle for prompt refinement
  • Supports structured instruction patterns before implementation

Why builders use it

Vague prompts make Claude Code guess intent, burn tokens, and deliver inconsistent results across sessions.

After install, you can routinely expand rough asks into clear instructions so agent work stays precise and repeatable from research through ship.

At a glance

  • Type - Plugin in AI Agents.
  • Adoption - 0 installs, 0 stars, 0 votes.

FAQ

Who is lisaross-coggle for?

It is for Claude Code users who want prompt-engineering help to turn vague requests into precise, productive agent instructions.

When should I use lisaross-coggle?

Use it at the start of any non-trivial task—research, scoping, coding, or content—when your initial prompt is too vague to trust downstream output.

How do I add lisaross-coggle to my agent?

Add the lisaross/coggle plugin from its repository in Claude Code plugin settings, then invoke it when you need prompt expansion before the main work in your session.

Discussion

Comments

Share how you use lisaross-coggle, gotchas, or tips for other indie builders.

No comments yet - be the first to share how you use it.

This week for builders

Five minutes, every Monday — the tools, releases and tactics for shipping solo.

unsubscribe anytime.