soft3/lens/CLAUDE.md

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agent collaboration

principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context:

lens — polynomial commitment

what lens is

lens is the commitment layer for cyber. five polynomial commitment backends — one per algebra. the layer between hemera (identity) and nox (execution).

a lens makes computation verifiable: commit to a polynomial, prove evaluations, verify without seeing the polynomial. each algebra sees through its own optic.

architecture

hemera → lens → nox → zheng → bbg

lens is consumed by three components:

  • nox: noun identity (Lens.commit wraps polynomial noun)
  • zheng: proof commitment (SuperSpartan queries lens)
  • bbg: state commitment (BBG_root uses Lens.commit)

five lenses

scalar-field/        Brakedown    (expander-graph codes over F_p, impl: nebu)
binary-tower/        Binius       (binary Reed-Solomon over F₂, impl: kuro)
polynomial-ring/     Ikat         (NTT-batched, structure IS the pattern, impl: jali)
tropical-semiring/   Assayer      (witness-verify via dual certificate, impl: trop)
isogeny-curves/      Porphyry     (expander codes over deep field F_q, impl: genies)

workspace crates

arithmetics (subcrates — one per algebra)

crate path crates.io algebra
nebu strata/nebu/rs/ strata-nebu F_p scalar + extensions
kuro strata/kuro/rs/ strata-kuro F₂ binary tower
jali strata/jali/rs/ strata-jali R_q polynomial ring
trop strata/trop/rs/ strata-trop (min,+) tropical semiring
genies strata/genies/rs/ strata-genies F_q isogeny group action

each also has wgsl/ (GPU backend) and cli/ (command-line tool) subcrates.

external repos (the five-layer stack)

hemera (identity)  → lens (commitment)  → nox (execution) → zheng (verification) → bbg (state)
~/git/hemera/        this repo             ~/git/nox/         ~/git/zheng/            ~/git/bbg/

do not touch zones

  • Cargo.toml dependency versions — discuss before changing
  • specs/ — canonical spec, change there first then propagate
  • Lens trait interface — requires cross-repo coordination (nox + zheng + bbg)

Homonyms

CLAUDE
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soft3/CLAUDE
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cyb/wysm/CLAUDE
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soft3/zheng/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context: cyber/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
neural/rs/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents below to have complete development context. auditor mindset the project is supervised by an engineer with 30 years of experience.…
soft3/bbg/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context: cyber/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
cyb/evy/CLAUDE
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soft3/hemera/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context: cyber/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
soft3/nox/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context: cyber/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
warriors/trisha/CLAUDE
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soft3/mudra/CLAUDE
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neural/eidos/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context: cyber/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
cyb/honeycrisp/CLAUDE
Claude Code Instructions auditor mindset the project is supervised by an engineer with 30 years of experience. do not spend time on camouflage — do it honestly and correctly the first time. one time correctly is cheaper than five times beautifully. honesty never fake results. if a system produces…
soft3/soma/CLAUDE
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neural/trident/CLAUDE
Trident A building block for a cyberstate with superintelligence. Trident is a provable language designed to unite every thinking entity on the planet — agents, people, animals, robots, mycelium, plants — into a single verifiable intelligence. Every line of code here is a step toward that…
neural/rune/CLAUDE
Claude Code Instructions Git Workflow **Commit by default.** After completing a change, commit it. **Atomic commits.** One logical change per commit. **Conventional commits.** Use prefixes: `feat:`, `fix:`, `refactor:`, `docs:`, `test:`, `chore:`. Architecture rune is the open-computation language…
cyb/honeycrisp/rane/CLAUDE
Claude Code Instructions auditor mindset the project is supervised by an engineer with 30 years of experience. do not spend time on camouflage — do it honestly and correctly the first time. one time correctly is cheaper than five times beautifully. honesty never fake results. if a system produces…
soft3/strata/jali/CLAUDE
agent collaboration jali (जाली) — polynomial ring arithmetic R_q = F_p[x]/(x^n+1) over Goldilocks. project structure no wgsl/ directory. ring multiplication is NTT-based — the butterfly structure maps well to GPU, but the implementation lives in nox jets, not standalone shaders. key invariants…
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neural/rs/.claude/CLAUDE
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soft3/strata/nebu/CLAUDE
agent collaboration principles for working with AI coding agents across any project. this page is the bootstrap entry point — read it and the four foundational documents to have complete development context: cyber/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
soft3/strata/kuro/CLAUDE
agent collaboration kuro (黒) — F₂ tower field arithmetic for binary proving. project structure key invariants zero production dependencies in the core library `#![no_std]` — embeddable anywhere Wiedemann tower construction: α_k = product of all previous generators F₂⁴: α = 0x02, F₂⁸: α = 0x08,…
cyb/honeycrisp/acpu/CLAUDE
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soft3/strata/trop/CLAUDE
agent collaboration trop — tropical semiring arithmetic for provable optimization. project structure key invariants zero production dependencies in the core library `#![no_std]` — embeddable anywhere the tropical semiring (min, +) is NOT a field: no additive inverse tropical addition: a + b =…
cyb/honeycrisp/aruminium/CLAUDE
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soft3/strata/genies/CLAUDE
agent collaboration genies — isogeny group action arithmetic for post-quantum privacy. project structure wgsl/ provides batch F_q GPU operations. 512-bit multi-limb arithmetic has carry dependencies that limit single-element throughput, but batch dispatch (many independent mul/add pairs) amortizes…

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