Mathbox
ChatGPT pluginRigorous AI-assisted research
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Rank in Education & research
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Education & research180th of 402 by placement
| # | Plugin | Position | 7d |
|---|---|---|---|
| 177 | #3030 | 153places up | |
| 178 | #3039 | 163places down | |
| 179 | #3136 | 31places up | |
| 180 | #3147 | — | |
| 181 | #3173 | 199places up | |
| 182 | #3180 | — | |
| 183 | #3203 | 212places down |
Pursue research goals across distinct routes, track exact claim revisions and evidence dependencies, audit proofs and sources, and record reproducible bounded experiments. Portable skills with optional local Python tooling.
Example prompts
- “Pursue this conjecture through distinct proof and counterexample routes.”
- “Check which claims depend on this lemma and which evidence is stale.”
- “Audit this proof and isolate the first unproved implication.”
Skills
computation-audit
Design, run, or audit a mathematical computation that supports a research claim, including symbolic, exact, finite-field, representation-theoretic, homological, or numerical experiments. Use when correctness, provenance, tested range, reproducibility, or interpretation matters. Do not present bounded output as a universal proof.
literature-check
Verify an external mathematical theorem, citation, notation translation, source-dependent implication, or bounded novelty claim, reusing authorized project-local source copies when available. Use when a proof relies on a named paper/result, when exact hypotheses or versions matter, when the user asks whether a claim is known, or when an authenticated mathematical source should be cached for later checks. Prefer primary sources and record the search scope. Do not treat snippets or failed searches as proof or global novelty.
manuscript-integrate
Integrate an already validated mathematical result, correction, citation, or referee response into an authoritative LaTeX manuscript while preserving hypotheses, evidence status, notation, and dependencies. Use only when the user explicitly requests manuscript integration. Do not use to invent a proof or to perform routine copyediting.
proof-audit
Adversarially audit an existing mathematical claim, proof, derivation, diagram, or theorem dependency for correctness. Use for requests to verify, referee, stress-test, type-check, find gaps, or isolate the exact remaining implication. Default to read-only. Do not use to invent a substantially new proof route or merely copyedit prose.
proofread-math
Conservatively proofread mathematical prose and LaTeX for grammar, typography, syntax, notation consistency, cross-references, and uniquely forced local mathematical typos. Use for explicit math-proofreading requests and final self-review of theorem-, proof-, or equation-heavy edits. Do not invent, replace, shorten, or substantively repair proofs.
research-attempt
Run one bounded, auditable mathematical research route: a proof attempt, reduction, counterexample search, source-dependent implication, or claim-supporting computation. Use when the user explicitly asks to attack a research question or invokes this skill. Do not use for a sustained multi-route investigation that continues after failed approaches, routine editing, explanation, or an unchanged verification rerun.
research-init
Initialize or migrate an AI-assisted mathematical research repository's agent architecture. Use only when the user explicitly asks to set up, plan a retrofit, or substantially revise AGENTS.md, CLAUDE.md, live research status/history, workflow files, or their authority structure, including migrating a flat research log across programs into program indexes. Inspect first, propose a reviewable file plan, and default to no repository-local skills. Do not use for an ordinary research attempt, a closeout of one named program or phase, or a read-only project retrospective.
research-program
Pursue or close out a substantial mathematical research program across multiple proof, counterexample, literature, and computational routes. Use when the user asks for sustained investigation, several approaches, continuation until a goal is reached, or an authorized closeout of one named program or phase that compacts its live status and history. Coordinate successive attempts and preserve their evidence. Do not use for a single bounded lemma attempt, ordinary explanation, proofreading, a read-only project retrospective, or a repository-wide migration of instructions or a flat research log into program indexes.
research-retrospective
Reconcile a mathematical research repository's current claims, proofs, computations, status, literature dependencies, and failed routes, then recommend the next bounded research moves. Use only when the user asks for a project review, weekly/monthly retrospective, prioritization, a prose project handoff, or “what should I do next?”. Do not use to write a program closeout, migrate research history, operate a .mathbox ledger, or generate its dependency-aware handoff. Default to read-only.
research-state
Track exact mathematical claims, evidence revisions, dependency impact, audit provenance, research routes, and parallel or delayed executions in a local append-only ledger. Use when a project has a .mathbox ledger or the user asks for executable research-state tracking, stale-evidence detection, run reconciliation, or a dependency-aware handoff generated from recorded events. Do not initialize state for a casual math question, replace proof auditing with metadata validation, or write a prose project retrospective from status files.
- Categories
- Made by
- Najib Idrissi-Kaïtouni · Website
- Sign-in
- On Install
- Capabilities
- Interactive, Read, Write
- Availability
- Available
- Version
- 3.2.0
- Keywords
- mathematics, research, proof-audit, literature, latex
- Created
- August 28, 2026