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adversarial-reviewlisted

Review a research paper, proposal, or technical writeup by spawning five constructive reviewer archetypes — the Steelman-Builder, Assumption Auditor, Mechanism Seeker, Generous Skeptic, and Contextualizer — each of whom reads critically and curiously and writes a focused review, then synthesizes them into a meta-review with the crux and a decision. Use whenever the user wants a paper, draft, abstract, experiment plan, or research idea pressure-tested, red-teamed, or "reviewed like ICLR/NeurIPS," asks for "reviews of my paper," wants to know how reviewers will react before submitting, or asks to find the weaknesses in a technical argument. Trigger even when the user just says "review this," "tear this apart," or "what would reviewers say," as long as the artifact is a research or technical document.
goirik-chakrabarty/adversarial-review · ★ 3 · Code & Development · score 62
Install: claude install-skill goirik-chakrabarty/adversarial-review
# Adversarial Review Spawn five reviewer archetypes against a research artifact. Each is **critical and curious**: they attack the work to find what is true, not to gatekeep. Every review names a **crux** — the one thing that would change its verdict — so the author's response time is usable. The panel is deliberately diverse: five reviewers reading for five different failure modes catch more than one reviewer reading five times. Run them independently so their concerns don't collapse into a single voice, then synthesize. ## Inputs and setup The artifact is whatever the user wants reviewed: a paper (PDF, `.tex`, `.md`), an abstract, a proposal, an experiment plan, or a pasted argument. Read it fully before spawning anyone — a reviewer working from a summary reviews the summary. If the artifact is long or the venue matters (ICLR, NeurIPS, a specific journal, an internal bar), ask the user once for that context, then proceed. Don't interrogate; one round of clarification at most. ## The five archetypes Each archetype is defined in its own reference file. Spawn all five, one per reviewer, giving each **only its own file plus the artifact** — a reviewer who has read the other archetypes' instructions drifts toward covering their ground instead of its own. - `references/steelman-builder.md` — reconstructs the argument in its strongest form, then attacks *that*. - `references/assumption-auditor.md` — surfaces the load-bearing assumptions and probes where the result is robus