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Ce Ideate

OrganizationPopular
EveryInc
ce-ideate

Generate and evaluate grounded ideas. Use when the user wants ideas, improvements, or surprising directions before choosing one to develop. Not for refining an idea they already have (ce-brainstorm) or judging one already on the table (ce-pov).

Overview

PublisherEveryInc
Repositorycompound-engineering-plugin
Skill namece-ideate
Stars
25.1K
Forks
2.1K
Bundled files
17
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 17 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by EveryInc on GitHub. Read the source before you install it.

Installation

Install the Ce Ideate AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/EveryInc/compound-engineering-plugin.git /tmp/compound-engineering-plugin
mkdir -p .claude/skills
cp -r /tmp/compound-engineering-plugin/skills/ce-ideate .claude/skills/ce-ideate
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ce Ideate in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ce Ideate on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ce Ideate is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Generate Improvement Ideas

The current year is 2026 — use it when dating documents and checking recent artifacts.

ce-ideate runs before ce-brainstorm. This skill answers "which ideas are worth exploring?" ce-brainstorm then answers what one chosen idea should mean. ce-plan answers how it gets built.

Done: a ranked ideation artifact is written to <root>/ideation/ when that root is present, else to a CE temp path. Every idea generated has been critiqued, and the survivors are explained. The user is left holding the next-steps menu. No requirements, plans, or code.

Boundaries

  1. Ground before ideating. No advice detached from the repo.
  2. Generate many, critique all, explain survivors only. Generate the full candidate list before critiquing any of it. Rejection is explicit and carries a reason; this is not optimistic ranking.
  3. Send the user to brainstorming for action. Never skip from ideation output to planning.
  4. Never dispatch on an unidentified subject. Ask instead, through the host's blocking question tool already in the current tool list (match by capability, not by a host-specific name). Presence in the current tool list is proof the tool exists; never call a user-facing question tool to discover whether it exists. If a matching tool is listed but unloaded, use the host's tool-discovery primitive to load that capability — do not search for another host's tool name. Where no such tool is in the list, offer numbered options on the user-visible surface. Never skip a question silently. Keep "Surprise me" a real option, alongside a Cancel that exits cleanly. Do not ask about solution direction, constraints, audience, tone, or success criteria; ce-brainstorm asks those. If it takes more than 3 questions, ideation is the wrong workflow.
  5. Never print the internal taxonomy label. The labels repo-grounded, elsewhere-software, and elsewhere-non-software only decide which agents to dispatch. Describe the mode to the user in the topic's own words.
  6. Warn and proceed when grounding fails.
  7. Show the user the cost line before dispatching.

The focus hint is any optional context this run was invoked with, from the user or from a calling skill. The rest of this skill calls it {focus_hint}.

Artifact Root

Artifacts go under <root>/ideation/, and learnings are read from <root>/solutions/. Resolve <root> only when you are about to compose one of those paths, and never before the mode is classified — an elsewhere or no-repo run writes to a temp directory and never needs it. Pass a subagent the resolved path, not the config.

Resolve the CE artifact root <root> before composing any artifact path.

  • Read docs_root from <repo-root>/.compound-engineering/config.yaml only (<repo-root> = git rev-parse --show-toplevel). Do not read it from config.local.yaml. Unset -> <root> is docs, exactly as before.
  • Validate a set value: a repo-relative directory whose real, symlink-resolved path stays inside the repo and is neither the repo root nor under .git/. Otherwise stop with an error naming docs_root and the value -- never fall back to docs.
  • Use <root> as the sole artifact location: create it if absent, compose each path as <root>/<subdir> with this skill's own subdirectory, and never also read docs.

Phase 0: Resume and Scope

Both reads this phase names are required, even when the subject, mode, and format look clear. Those two references define the resume check, the format decision, and the scope classification. Nothing here is resolved before reading them.

Output mode is exclusive. A run produces HTML (.html) or markdown (.md), never both. Precedence runs from a request in this prompt, through a stated user preference and config (ideate_output:), down to the html default; a headless run resolves the format the same way, with no pipeline override.

Read references/output-mode.md whenever a format is resolved. The read is required. It defines each step of the decision, and the 30-day recent-work check that decides whether this run updates an existing doc instead of writing a new one.

Resolve ordinary CE yaml keys from the two repo files.

  • Read <repo-root>/.compound-engineering/config.local.yaml, then config.yaml (<repo-root> = git rev-parse --show-toplevel). Missing files are skipped. Gitignore does not change resolution.
  • Win with the first active (non-commented) value. For scalars, empty is unset; an invalid value continues to the next layer, then the skill default. For lists and maps, a present key — including an empty list or map — replaces the whole key.
  • Do not use this rule for docs_root — that key is config.yaml only.

Non-software routing. A topic that is not about software runs elsewhere-mode grounding rather than the repo scan. It then follows references/universal-ideation.md in place of Phase 2's frames and the Phase 5 menu. The deliverable is still written automatically.

The Phase 0 checks. references/scope-gates.md defines every Phase 0 check, plus what changes in surprise-me and tactical runs. Ask when the subject is not identifiable. go deep beats a tactical signal.

Phase 1: Mode-Aware Grounding

Read references/grounding.md before dispatching any grounding agent. The read is required. That reference defines every dispatch in this phase, including the routing test that runs before either dispatch block. Grounding runs in parallel, in the foreground.

Scratch lives beneath the effective user's private CE root: /tmp/compound-engineering-<uid> when that is usable, else the validated $TMPDIR fallback, and never .context/. Generate one 8-hex <run-id> and reuse it for the cache and for every checkpoint.

Phase 1.5: Topic-Surface Decomposition

Before frames are dispatched, decompose the topic into 3-5 orthogonal axes — what aspects of the subject to think about. Read references/decomposition.md. Surprise-me mode is the only case that skips this phase. That file's own criteria decide whether a subject is too small to split, so make that judgment after the read. Append the axis list, or the skip reason, to the grounding summary under Topic axes. Evidence scouts are repo-mode only.

Phase 2: Divergent Ideation

Read references/divergent-ideation.md before building any dispatch prompt. The fleet, the frames, and the generation rules live only there. When its merge, synthesis, and axis-coverage steps are complete, continue with references/post-ideation-workflow.md, which it names as the next required read.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ce Ideate AI skill do?

Generate and evaluate grounded ideas. Use when the user wants ideas, improvements, or surprising directions before choosing one to develop. Not for refining an idea they already have (ce-brainstorm) or judging one already on the table (ce-pov).

Why use Ce Ideate on TypingMind?

Because you install it once and use it with any model. Ce Ideate is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ce Ideate in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/EveryInc/compound-engineering-plugin/tree/main/skills/ce-ideate. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ce Ideate?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ce Ideate?

As many as you like. As long as a model supports skills, you can use Ce Ideate with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ce Ideate AI skill free?

Yes. It is published on GitHub by EveryInc under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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