Agent skill

Plugin Ideation

by glittercowboy in glittercowboy/plugin-freedom-system

Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing.

No licenceAuto-check: notesAgent Workflows

Install Plugin Ideation

skills CLI
$ npx skills add glittercowboy/plugin-freedom-system --skill plugin-ideation -a claude-code

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

GitHub CLI
$ gh skill install glittercowboy/plugin-freedom-system plugin-ideation --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/glittercowboy/plugin-freedom-system.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/plugin-ideation .claude/skills/plugin-ideation && 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
plugin-ideation
GitHub stars
216
Token cost
~905 tokens
SKILL.md length
344 words
Files
12 (incl. references, assets)
Skills in repo
15
Repo updated
First seen
Licence
None found

At a glance

Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing.

  • Works in 4 steps: Complete mode detection first (check… → Load appropriate workflow reference → Execute loaded workflow following all… → …
  • Tasks that involve Brainstorming
  • SKILL.md covers Mode Detection, Workflow References and Mode-Based Loading Instructions
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Plugin Ideation is an agent skill from glittercowboy/plugin-freedom-system. Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing. Autonomous triggers: "I want to make...", "Explore improvements to...", "brainstorm", "ideate", "new plugin idea", "what if I added". NOT for implementing existing improvement proposals (use plugin-improve skill).

Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 13 other files, including reference files and assets (for example `assets/creative-brief.md`, `assets/improvement-proposal.md` and `assets/parameter-spec-draft-template.md`).

It sits in Agent Workflows, covering Brainstorming. The repository describes itself as: AI-assisted JUCE plugin development system for MacOS by TÂCHES.

When your agent uses it

  • Tasks that involve Brainstorming

Example prompts

  • “I want to make...”
  • “Explore improvements to...”
  • “brainstorm”
  • “/plugin-ideation”

Requirements

  • Pre-approved tools (allowed-tools): -, Read, -, Write, -, Bash

Workflow steps

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

  1. Complete mode detection first (check PLUGINS.md)
  2. Load appropriate workflow reference
  3. Execute loaded workflow following all phase instructions
  4. Follow checkpoint protocol at decision gates

What it can do on your machine

Read from SKILL.md and the folder at commit e965cdd. 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
    • -
    • Write
    • -
    • Bash

    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

Plugin Ideation loads about 905 tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 82 tokens; SKILL.md has 344 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~82
When it runs · the whole SKILL.md, loaded when a task matches
~905
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: -, Read, -, Write, -, Bash

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 344 words (~905 tokens).

“Purpose: Interactive brainstorming and creative vision capture for new plugins and improvements to existing plugins.”

— opening of SKILL.md by glittercowboy
name
plugin-ideation
allowed-tools
-, Read, -, Write, -, Bash
preconditions
- None (entry point)

Read the full SKILL.md on GitHub

Files

SKILL.md and 11 other files (references, assets) in .claude/skills/plugin-ideation of glittercowboy/plugin-freedom-system.

  • SKILL.md
  • assets/creative-brief.md
  • assets/improvement-proposal.md
  • assets/parameter-spec-draft-template.md
  • references/README.md
  • references/adaptive-questioning-examples.md
  • references/adaptive-strategy.md
  • references/improvement-mode-examples.md
  • references/improvement-workflow.md
  • references/new-plugin-workflow.md
  • references/parallel-workflow-test-scenario.md
  • references/question-generation-patterns.md

Open the folder on GitHubat commit e965cdd

Compare with similar skills

Plugin Ideation 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.

Plugin Ideation compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Plugin Ideation this skillglittercowboy/plugin-freedom-system216—~905Automated safety check: NotesNone
Brainstormingxpinjection/test-driven-spring-boot11254 repos~2.6kAutomated safety check: PassMIT
LLM Councilgcpdev/llm-council-skill4611 repos~1kAutomated safety check: NotesMIT
Typesafe AIOpenAgentsInc/openagents4559 repos~2.5kAutomated safety check: PassMIT
Yao Meta Skillyaojingang/yao-meta-skill2.7k—~768Automated safety check: PassMIT
Trellis StartROYIANS/foliq-print-template-designer1356 repos~646Automated safety check: PassMIT

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  • Brainstorming

    xpinjection/test-driven-spring-boot

    You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior.

    112 GitHub starsUsed in 54 repos~2.6k tokens
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  • LLM Council

    gcpdev/llm-council-skill

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    2.7k GitHub stars~768 tokensUpdated 1 mo ago
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More from glittercowboy/plugin-freedom-system

All 15 skills in this repo
  • Aesthetic Dreaming

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    216 GitHub stars~3.3k tokensUpdated 10 mo ago
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  • Deep Research

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    216 GitHub stars~2.6k tokensUpdated 10 mo ago
    Auto-check passed
  • Plugin Improve

    glittercowboy/plugin-freedom-system

    Fix bugs, add features to completed plugins. An agent skill from glittercowboy/plugin-freedom-system.

    216 GitHub stars~4.2k tokensUpdated 10 mo ago
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  • Plugin Lifecycle

    glittercowboy/plugin-freedom-system

    Manage complete plugin lifecycle - install, uninstall, reset, destroy.

    216 GitHub stars~2.2k tokensUpdated 10 mo ago
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  • Plugin Packaging

    glittercowboy/plugin-freedom-system

    Create branded PKG installers for plugin distribution. An agent skill from glittercowboy/plugin-freedom-system.

    216 GitHub stars~1.9k tokensUpdated 10 mo ago
    Auto-check passed
  • Plugin Planning

    glittercowboy/plugin-freedom-system

    Orchestrates Stage 0 research and planning for JUCE plugins - creates architecture.md and plan.md contracts through subagent delegation.

    216 GitHub stars~1.2k tokensUpdated 10 mo ago
    Auto-check: notes

Categories

Questions about Plugin Ideation

What does Plugin Ideation do?

Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing. Plugin Ideation is an agent skill from glittercowboy/plugin-freedom-system. Adaptive brainstorming for plugin concepts and improvements when exploring ideas, not implementing.

When should I use Plugin Ideation?

Plugin Ideation fits situations like: tasks that involve Brainstorming.

How do I install Plugin Ideation in Claude Code?

Run `npx skills add glittercowboy/plugin-freedom-system --skill plugin-ideation -a claude-code`. Or copy the skill folder (.claude/skills/plugin-ideation in glittercowboy/plugin-freedom-system) into .claude/skills/plugin-ideation in your project. Claude Code loads it when a task matches its description.

How do I install Plugin Ideation in Codex?

Run `npx skills add glittercowboy/plugin-freedom-system --skill plugin-ideation -a codex`. Or copy the skill folder (.claude/skills/plugin-ideation in glittercowboy/plugin-freedom-system) into .agents/skills/plugin-ideation in your project. Codex loads it when a task matches its description.

Can I use Plugin Ideation 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 glittercowboy/plugin-freedom-system --skill plugin-ideation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/plugin-ideation, .gemini/skills/plugin-ideation, .github/skills/plugin-ideation and .opencode/skills/plugin-ideation in your project.

What does Plugin Ideation need to run?

SKILL.md names no scripts, command-line tools or credentials: Plugin Ideation is instructions for the agent only. Its frontmatter pre-approves these tools: -, Read, -, Write, -, Bash.

Does Plugin Ideation 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 Plugin Ideation safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Plugin Ideation use?

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

How many tokens does Plugin Ideation use?

About 905 tokens (SKILL.md is roughly 3.6k 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 14k tokens, read only when the agent opens those files.

What are the alternatives to Plugin Ideation?

Skills that share tags, products or a category with Plugin Ideation: Brainstorming (xpinjection/test-driven-spring-boot, 112 stars), LLM Council (gcpdev/llm-council-skill, 461 stars), Typesafe AI (OpenAgentsInc/openagents, 455 stars) and Yao Meta Skill (yaojingang/yao-meta-skill, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Plugin Ideation?

glittercowboy (a GitHub user) maintains it in glittercowboy/plugin-freedom-system, which has 216 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on November 19, 2025.

Source: glittercowboy/plugin-freedom-system on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.