菜单
Run Auto-Claude AI-powered ideation for any project directory. Generates low-hanging fruit, high-value features, and UI/UX ideas using the Auto-Claude backend. Use when brainstorming new specs, features, or architectural directions for a project.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Almanac reference for dates, holidays, time zones, business days, and astronomical events. Use when checking if a date is a business day, calculating date differences, converting time zones, looking up holidays, or checking for astronomical events like solstices, equinoxes, and moon phases. Also for seasonal calculations, workday schedules, and calendar arithmetic.
Toyota Production System (TPS) and Toyota Way for software engineering — lean thinking, waste elimination, root cause analysis, and continuous improvement. Use when identifying waste (muda/muri/mura), running blameless postmortems, doing 5 Whys, writing A3 problem statements, or connecting lean philosophy to TRIZ contradiction resolution.
Local multilingual translation via Ollama — 119 languages, no API key, no network, no data leaves the machine. Use when translating to/from Japanese, Chinese, Korean, French, Spanish, German, Portuguese, Russian, Arabic, or any other language. Also for localization, i18n text, and roundtrip validation. Qwen3:32b on Apple Silicon — faster and cheaper than cloud APIs.
TRIZ contradiction matrix oracle for software and systems design. Use when improving one quality worsens another — speed vs correctness, isolation vs sharing, autonomy vs control, simplicity vs completeness. Trigger phrases: "tradeoff", "tension between", "can't have both", "worsens when", "at the cost of", "faster but less reliable", "more isolated but harder to share". Not for bugs, merge conflicts, or tool choices. Prerequisite: triz binary must be installed (run `triz doctor` to verify).
Deploy and manage software on Linux/BSD fleet hosts (Pis, NAS, workstations) via Ansible. Use when user mentions deploy, ansible, fleet, hosts, inventory, or deployment.
Use when operating, debugging, or deploying the elixir-gastown Elixir/BEAM fleet — cluster federation, release builds, worker deploys, seccomp fixes, sname/name distribution issues, rate limiter, or any gastown service on Pi workers or coordinator nodes.
| name | ac-ideate |
| description | Run Auto-Claude AI-powered ideation for any project directory. Generates low-hanging fruit, high-value features, and UI/UX ideas using the Auto-Claude backend. Use when brainstorming new specs, features, or architectural directions for a project. |
Runs the Auto-Claude ideation pipeline against a project directory and writes
spec ideas to <project>/.auto-claude/ideation/.
/Applications/Auto-Claude.app/Contents/Resources/backend/runners/ideation_runner.py
Always set PYTHONPATH to the backend root:
PYTHONPATH=/Applications/Auto-Claude.app/Contents/Resources/backend
# Ideate on current directory
PYTHONPATH=/Applications/Auto-Claude.app/Contents/Resources/backend \
python3 /Applications/Auto-Claude.app/Contents/Resources/backend/runners/ideation_runner.py \
--project /path/to/project
# With options
PYTHONPATH=/Applications/Auto-Claude.app/Contents/Resources/backend \
python3 /Applications/Auto-Claude.app/Contents/Resources/backend/runners/ideation_runner.py \
--project /path/to/project \
--types low_hanging_fruit,high_value_features \
--thinking-level high \
--max-ideas 8 \
--refresh
| Flag | Default | Description |
|---|---|---|
--project PATH | cwd | Project directory to analyze |
--output PATH | <project>/.auto-claude/ideation | Where to write results |
--types LIST | all | Comma-separated: code_improvements, ui_ux_improvements, documentation_gaps, security_hardening, performance_optimizations, code_quality |
--thinking-level | medium | low / medium / high |
--max-ideas N | 5 | Max ideas per type |
--model | sonnet | haiku, sonnet, opus, or full model ID |
--refresh | false | Force regenerate even if results exist |
--append | false | Add to existing session instead of replacing |
--no-roadmap | false | Skip roadmap context |
--no-kanban | false | Skip kanban context |
--fast-mode | false | Faster Opus 4.6 output |
# New tab — runs ideation then drops to shell
zellij --session $ZELLIJ_SESSION_NAME action new-tab --name "ideation" \
-- sh -c 'cd /path/to/project && \
PYTHONPATH=/Applications/Auto-Claude.app/Contents/Resources/backend \
python3 /Applications/Auto-Claude.app/Contents/Resources/backend/runners/ideation_runner.py \
--project . --thinking-level high --max-ideas 8 --refresh; exec $SHELL'
$ZELLIJ_SESSION_NAME is set automatically inside any Zellij session. If running outside, replace with the session name from zellij list-sessions.
--types low_hanging_fruit,high_value_features --refreshls <project>/.auto-claude/ideation/.auto-claude/specs/<NNN>-<slug>/spec.md./dispatch.nu run --wave N --yes or via Auto-Claude UI| Project | Path |
|---|---|
| dub (EFI bootloader) | $HOME/efi |
| bop (jobcard system) | $HOME/bop |
| zam (unikernel VM reader) | $HOME/zam |
PLAN.md, existing specs, and CLAUDE.md for context automatically.--refresh is safe to run repeatedly — it overwrites the previous session.CLAUDECODE env var is already set; no need to unset it for this runner.