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Doubt driven review

Skill charlieviettq/awesome-agent-skill/.cursor/skills/core-workflow/doubt-driven-review

Adversarial fresh-context review for non-trivial decisions before they stand. Use for production-impacting logic, security-sensitive changes, unfamiliar code, or high-blast-radius architecture choices. Triggers: "doubt check", "adversarial review", "challenge this decision", "second look".From its SKILL.md

Install
npx -y skills add charlieviettq/awesome-agent-skill --skill doubt-driven-review

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 22 stars22 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.5 KB, 284 tokens by cl100k_base, as published. Nobody here has run it

Doubt-driven review

Non-trivial when

  • Branching logic or cross-module boundary changes
  • Properties types/compiler cannot verify
  • Irreversible deploy, migration, or public API change

When not to use

  • Renames, formatting, obvious one-liners

Cycle

  1. CLAIM — decision + why it matters (2-3 lines)
  2. EXTRACT — artifact + contract only (no reasoning journey)
  3. DOUBT — fresh review with adversarial prompt ("find issues, do not validate")
  4. RECONCILE — classify: contract misread / actionable / trade-off / noise
  5. STOP — trivial findings only, 3 cycles max, or user says ship

Reviewer input

Pass ARTIFACT + CONTRACT only—not your CLAIM (avoids agreement bias).

Reconcile precedence

  1. Contract misread — fix contract, re-run
  2. Valid actionable — change artifact
  3. Valid trade-off — document explicitly
  4. Noise — note and move on

Optional second opinion

Offer cross-model or codex review for high stakes; user decides. Never silent skip.

Related

verify-before-done, test-first-development (RED step as behavioral doubt), gstack/review (post-hoc PR)

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 326,782. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.