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 changingspecs/ — canonical spec, change there first then propagate- Lens trait interface — requires cross-repo coordination (nox + zheng + bbg)
Homonyms
CLAUDE
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cyb/CLAUDE
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soft3/CLAUDE
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cyb/seer/CLAUDE
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soft3/neuron/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: cyberia/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
soft3/hemera/CLAUDE
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soft3/soma/CLAUDE
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warriors/erga/CLAUDE
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warriors/trisha/CLAUDE
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cyb/evy/CLAUDE
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cyb/honeycrisp/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…
warriors/joy/CLAUDE
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soft3/mudra/CLAUDE
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cyb/wysm/CLAUDE
agent collaboration principles for working with AI coding agents on the cyber wysm runtime. read this and the foundational documents to have full context: cyberia/engineering — pipeline contracts, dual-stream optimization, verification dimensions cyberia/quality — 12 review passes, severity tiers,…
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: cyberia/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: cyberia/engineering — pipeline contracts, dual-stream optimization, verification dimensions…
neural/rune/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…
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…
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,…
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…
cyb/honeycrisp/aruminium/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/nebu/CLAUDE
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cyb/honeycrisp/acpu/CLAUDE
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neural/rs/.claude/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 =…
cyberia/research/mimi/CLAUDE
cyb/honeycrisp/unimem/CLAUDE
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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…