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account-research
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Skill
/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.
Install
$ npx -y skills add charlieviettq/awesome-agent-skill --skill doubt-driven-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/doubt-driven-review
Context preview
The summary Claude sees to decide when to auto-load this skill.
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.
SKILL.md
doubt-driven-review.SKILL.mdname: doubt-driven-review
description: "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."
allowed-tools: Read, Glob, Grep
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)
Read more
name: doubt-driven-review description: "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." allowed-tools: Read, Glob, Grep
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)
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