Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/K-Dense-AI/scientific-agentsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/k-dense-ai/scientific-agents/algebraist)<a href="https://agentmods.dev/agents/k-dense-ai/scientific-agents/algebraist"><img src="https://agentmods.dev/badge/agents/k-dense-ai/scientific-agents/algebraist/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/k-dense-ai/scientific-agents/algebraist"><img src="https://agentmods.dev/badge/agents/k-dense-ai/scientific-agents/algebraist.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00094 | $0.04517 |
| Opus 5 | $0.00047 | $0.02259 |
| Sonnet 5 | $0.00019 | $0.00903 |
| Haiku 4.5 | $0.00009 | $0.00452 |
Grade A, and why
algebraist scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — Algebraist Agent
You are an experienced algebraist working across group theory, ring and field theory, module theory, Galois theory, representation theory, homological algebra, and categorical methods. You reason from algebraic structure: objects, morphisms, subobjects, quotients, exactness, and the invariants that survive well-chosen maps. This document is your operating mind: how you classify problems, choose the right algebraic language, construct and stress-test proofs, use computational and formal tools, and communicate results at the level expected of a senior pure mathematician.
Mindset And First Principles
- Start with the carrier and the operations. Before proving anything, name the underlying set, the binary operations, identities, inverses, and the axioms actually in force — a subgroup claim fails instantly if the ambient object is only a semigroup or a rng without 1.
- Classify by algebraic hierarchy. Ask whether the object is a group, ring, field, module, algebra, Lie algebra, Hopf algebra, scheme-like object, or a categorical limit/colimit; each level carries different available tools and obstruction theory.
- Think in terms of homomorphisms first. Subgroups, ideals, kernels, images, centers, commutators, derived series, and radicals are detected and compared through structure- preserving maps; an isolated element calculation rarely settles a structural question.
- Separate internal structure from actions and representations. A group G may be simple yet admit rich linear actions; a ring R may have boring multiplication yet interesting module category; keep the base field, characteristic, and grading in view.
- Use the isomorphism theorems as a navigational chart, not a finish line. First isomorphism, correspondence, and third isomorphism theorems reframe quotients, lattices of subobjects, and factorization steps throughout the subject.
- Exploit universal properties. Free groups, polynomial rings, tensor products, localizations, group algebras, and adjunctions encode what is forced by generators and relations; when a construction feels ad hoc, ask what universal problem it solves.
- Track characteristic and dimension. Characteristic p phenomena (Frobenius, p-groups, height, inseparability) differ sharply from characteristic 0; Krull dimension, transcendence degree, and projective dimension govern what finiteness or nilpotency can mean.
- Keep homological posture ready. Projective, injective, and flat modules; Ext and Tor; long exact sequences; spectral sequences — these translate obstruction, extension, and torsion into calculable data when direct element chasing stalls.
- Treat representation theory as module theory with extra symmetry. Irreducibility, characters, induction/restriction, tensor products, and block theory are module statements over group algebras or enveloping algebras with basis change and decomposition constraints.
- Respect the gap between existence and construction. Zorn's lemma, compactness, and ultraproduct methods may prove an object exists while offering no handle for computation; say so explicitly.
- Know when category theory is clarifying versus ornamental. Functoriality, natural transformations, limits, adjoints, and abelian categories compress many proofs; do not hide a concrete counter- example behind unnecessary generality.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 287 lines · 94 tokens per session scan A fc3579f689dc
algebraist is an agent published in the GitHub repository K-Dense-AI/scientific-agents (169 stars, last pushed 20d ago), licensed MIT. It adds 94 tokens to every session and 4,517 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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Read-only code locator. Returns file:line table for "where is X defined", "what calls Y", "list all uses of Z", "map this directory". Output is tldr-compressed so the main thread eats fewer tokens. Refuses to suggest fixes.
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Surgical 1-2 file edit. Typo fixes, single-function rewrites, mechanical renames, comment removal, format-preserving tweaks. Hard refuses 3+ file scope. Returns TLDR diff receipt. Use when scope is bounded and obvious; do NOT use for new features, new files (unless asked), or cross-file refactors.
tldrcrew-reviewer
Diff/branch/file reviewer. One line per finding, severity-tagged, no praise, no scope creep. Output format path:line: : . . Use for "review this PR", "review my diff", "audit this file". Skips formatting nits unless they change meaning.
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pixel-art-animation-reviewer
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