- adapt meta-/code-/obs- rules to the local Python benchmark pipeline - replace db-sql-ddl, code-config-env-scope, test-e2e-pytest with pipeline equivalents - add code-python-style, data-determinism, data-naming-units, bench-methodology, build-pipeline-tasks - normalize specs and README typography to ASCII per code-data-formatting - rewrite root CLAUDE.md trigger table; add .cursorrules and .gitignore - specs: pipeline plan and task specs 00-11 - rules: 19 binding rule files adapted for this project - docs: CLAUDE.md rule-trigger table - config: .cursorrules commit convention, .gitignore excluding out/ and .venv/ - docs: rewrite README.md with pipeline diagrams, setup guide, result placeholders - config: requirements.txt for the closed dependency list - datagen: make_lab_config.py writes out/config/lab_config.yaml and .done marker
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Ask extremely short, concise questions
Binding on EVERY question put to the user.
Rules
- One decision per question. Do not bundle unrelated questions.
- Minimal context. State only what is needed to answer: the situation in one short clause, the concrete options, and what the answer changes. Nothing else.
- No preamble. Do NOT precede a question with analysis, restated reasoning, background, evidence, or a summary of what you just did. The user has that context; if a fact is truly needed to decide, compress it to one clause.
- Prefer the smallest form. A yes/no, or a 2-3 option pick. Put the question itself first or make it unmissable.
- Self-contained but short. The options must be understandable without opening another document, but spell them out in a few words, not paragraphs.
- No useless information. Every word must help the user decide. Delete anything that does not.
Anti-patterns
- A multi-paragraph lead-in before the actual question.
- Re-explaining the problem the user already stated.
- Listing options with a paragraph of trade-offs each.
- Asking two or more separate decisions in one run of prose.
Shape to aim for
<one-clause situation>. <Question>?
1. <option> - <few words>
2. <option> - <few words>