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Audit Answers

Agent skill
1 skill

Adversarially validate a completed /planning:interview's answers with independent fresh-context agents — runs over any filled decision ledger, whether the human hand-answered the rounds or the recommendations were auto-accepted. Validators re-examine each answer with its rationale withheld and return a per-answer verdict (confirmed / challenged / reclassified-to-human), so only the doubtful answers come back as real questions and user-reserved decisions always do; if open branches remain, it accepts the recommended answers to fill them first, holding the never-auto floor. Use when: 'audit my interview answers', 'validate the interview answers', 'have agents check the answers', 'accept all and have agents check them', 'agent-validated interview', 'have subagents second-guess the recommendations', 'auto-answer then verify the ledger'. Not for stress-testing a plan artifact (that is '/planning:devils-advocate') or asking the human the questions the first time ('/planning:interview'); needs a filled interview ledger.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Adversarially validate a completed /planning:interview's answers with independent fresh-context agents — runs over any filled decision ledger, whether the human hand-answered the rounds or the recommendations were auto-accepted. Validators re-examine each answer with its rationale withheld and return a per-answer verdict (confirmed / challenged / reclassified-to-human), so only the doubtful answers come back as real questions and user-reserved decisions always do; if open branches remain, it accepts the recommended answers to fill them first, holding the never-auto floor. Use when: 'audit my interview answers', 'validate the interview answers', 'have agents check the answers', 'accept all and have agents check them', 'agent-validated interview', 'have subagents second-guess the recommendations', 'auto-answer then verify the ledger'. Not for stress-testing a plan artifact (that is '/planning:devils-advocate') or asking the human the questions the first time ('/planning:interview'); needs a filled interview ledger.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 698a2eeb08487d906a0307ab72f305ee81e643862e86472c01383683ad66378a

About scan coverage and limitations

About this listing

Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Audit Answers | Agent Skills Atlas