Generate Improvement Ideas
SkillDev toolsce-ideate lets your AI generate grounded improvement ideas for a project and rank them, so you can compare options before choosing one to develop. It is meant for the early stage, when you want ideas, improvements, or surprising directions and have not yet settled on a direction.
Available today. Use it from your connected AI after setup.
No other account needed.
After adding it, ask your AI for ideas or improvements on a project before you have picked a direction. It works best for exploring options early on, not for refining or judging an idea you have already chosen.
Then ask your AI: use the Generate Improvement Ideas skill
What your AI can do with it
- Generate grounded ideas for a project
- Suggest improvements worth considering
- Surface surprising directions you may not have thought of
- Evaluate and rank the ideas it produces
- Help you narrow the options down to one idea to develop
What this skill tells your AI
The instructions your AI receives, as published by everyinc/compound-engineering-plugin in skills/ce-ideate/SKILL.md and read by ahel’s review.
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
- Ground before ideating. No advice detached from the repo.
- 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.
- Send the user to brainstorming for action. Never skip from ideation output to planning.
- 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-brainstormasks those. If it takes more than 3 questions, ideation is the wrong workflow. - Never print the internal taxonomy label. The labels
repo-grounded,elsewhere-software, andelsewhere-non-softwareonly decide which agents to dispatch. Describe the mode to the user in the topic's own words. - Warn and proceed when grounding fails.
- 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_rootfrom<repo-root>/.compound-engineering/config.yamlonly (<repo-root>=git rev-parse --show-toplevel). Do not read it fromconfig.local.yaml. Unset -><root>isdocs, 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 namingdocs_rootand the value -- never fall back todocs. - 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 readdocs.
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, thenconfig.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 isconfig.yamlonly.
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.
Signals
- GitHub stars
- 25k
- Forks
- 2k
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
ce-ideate- Source
- github.com/everyinc/compound-engineering-plugin