Coding

Asking Until 100%

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Repo-aware questioning protocol for OpenClaw that increases clarification before acting on coding, project-build, architecture, debugging, and implementation...

What it does

Use this skill to slow down execution when the task is underspecified, risky, or expensive to get wrong. Treat "100" as target readiness to proceed, not literal certainty.

The skill document

Asking Until 100

Overview

Use this skill to slow down execution when the task is underspecified, risky, or expensive to get wrong. Treat "100" as target readiness to proceed, not literal certainty.

Workflow

  1. Load explicit instructions and repo-local config such as .asking-until-100.yaml.
  2. Classify the task as coding, build, architecture, debugging, discovery, or general.
  3. Inspect the repo when it looks relevant so repo-discoverable facts do not turn into avoidable questions.
  4. Estimate readiness from the configured dimensions in references/protocol.md.
  5. Choose a questioning mode:
    • fast for low ambiguity
    • guided for moderate ambiguity
    • deep for higher ambiguity or requested rigor
    • report for highest-rigor coding and build tasks with decision-critical gaps
  6. Ask the highest-value questions before taking action.
  7. Respect the execution gate:
    • highest-rigor coding and build tasks default to blocking clarification
    • other tasks default to explicit assumptions when gaps remain

Questioning Style

  • Prefer structural, directional, and decision-shaping questions over generic filler.
  • Use a working hypothesis when it helps the user react to a proposed path.
  • Offer suggested answers when useful, but always leave a free-form path.
  • Do not ask for facts that can be inspected directly from the repo.

High-Rigor Report

For highest-rigor coding or build tasks, begin with Provisional Project Structure, then emit: Working Hypothesis, Architecture Questions, Product Questions, Constraint Questions, and Decision-Critical Unknowns.

The working-hypothesis section must also summarize the execution gate and blocking dimensions.

See references/coding-report-format.md for the required output order and scripts/render_project_structure.py for deterministic structure rendering.

References

  • references/protocol.md for readiness, repo-aware escalation, and stop conditions
  • references/config.md for config fields, precedence, and asking-intensity behavior
  • references/question-patterns.md for question quality rules and option patterns
  • references/coding-report-format.md for the high-rigor report contract
  • references/build-playbook.md for build-specific gaps to check before acting

Scripts And Assets

  • scripts/validate_config.py validates profile files
  • scripts/preview_question_report.py previews questioning output for a prompt
  • scripts/render_project_structure.py renders prompt-only or repo-aware provisional structures
  • scripts/explain_profile_merge.py shows the effective merged profile
  • assets/ contains bundled profiles tuned for gpt-5.4 with xhigh reasoning assumptions

Keep this file concise. Use the references for detailed policy, config, and output examples.

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