attack-conclusion
FeaturedAdversarial self-review of your own conclusion, fix, or root-cause verdict before handoff — alternative causes, neighboring cases, blast radius, environment gap, hypothesis lock, subtraction, and a scan for fake-competence patterns. Use as a compact author check before non-trivial handoff and as a structured attack at substantial review or ship boundaries; pair with autoreview only when the selected boundary calls for it.
Install
Quality Score: 92/100
Skill Content
Details
- Author
- happier-dev
- Repository
- happier-dev/happier
- Created
- 8 months ago
- Last Updated
- today
- Language
- TypeScript
- License
- MIT
Similar Skills
Semantically similar based on skill content — not just same category
adversarial-review
Independent second-pass review that tries to break the change: invariants, edge cases, error paths, security, concurrency, ending in a concrete failing input and a verdict. Use for an adversarial review, red team pass, second opinion, devil's advocate check, try to break this, poke holes, or what could go wrong.
adversarial-review
Adversarial critique — devil's advocate, stress-test, honest teardown ('poke holes', 'be brutal', 'was hältst du davon'); explicit request only. Routine code or design review → code-review.
research-critic
Use AT EVERY RESEARCH STEP (hypothesis design, experiment setup, result interpretation, conclusion writing) to challenge soundness BEFORE committing the step. Catches confirmation bias, p-hacking, leakage, weak baselines, ungrounded claims, ad-hoc thresholds, survivorship bias. Apply automatically whenever about to write a paper claim, design an ablation, interpret a number, or update a results doc. Pairs with code-verifier (which audits artifact authenticity).