messages listlengths 2 2 |
|---|
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: The one reviewed Grok model pin for Ayllu's xAI path."
},
{
"role": "assistant",
"content": "```python\n\"\"\"The one reviewed Grok model pin for Ayllu's xAI path.\n\n`DEFAULT_GROK_MODEL` is the only pla... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Human label for a model id: \"grok-4.7\" -> \"Grok 4.7\". Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef grok_label(model: str | None = DEFAULT_GROK_MODEL) -> str:\n \"\"\"Human label ... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: g alone blocks: f moves the bundle into remit 'ledger', g only admits 'counsel'. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _remit_case() -> tuple[Morphism, Morphism, Bundle]:\n \"... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Ayllu controller binding to the public second-brain projection."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Ayllu controller binding to the public second-brain projection.\n\nPrefers `second_... |
[
{
"role": "user",
"content": "Write a underwriting/legal Python function: A cycle must not rewrite an originally stale root's provenance. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef test_staleness_cycle_seeds_roots_and_preserves_provenance():\n \"\... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: ayllu.loop โ one persona turn."
},
{
"role": "assistant",
"content": "```python\n\"\"\"ayllu.loop โ one persona turn.\n\nTier selection is ADVISORY. The actual model is chosen by the injected\n`model_com... |
[
{
"role": "user",
"content": "Write a underwriting/legal Python function: Structural traversal: a FRESH grandchild behind a BLOCKED child of a Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef test_staleness_reaches_descendants_behind_blocked_intermediates(... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Idempotent Cloudflare edge for a-11-oy.com."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Idempotent Cloudflare edge for a-11-oy.com.\n\nwww โ apex 301 (proxied CNAME + dynamic redirect).\nkill... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Eleven seats as typed morphisms."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Eleven seats as typed morphisms.\n\nEach seat is a remit-typed arrow on one routed backend.\nNot eleven separately... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Free Hugging Face path. Token is free. No xAI. No paid endpoints."
},
{
"role": "assistant",
"content": "```python\n#!/usr/bin/env python3\n\"\"\"Free Hugging Face path. Token is free. No xAI. No paid en... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: IIT ฯ_s is not computed. Ayllu has no TPM. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef iit_phi_s() -> dict[str, Any]:\n \"\"\"IIT ฯ_s is not computed. Ayllu has no TPM.\"\"\"\n r... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: A morphism may fire only if source honesty is at least the domain floor. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef can_flow(src: Honesty | str, dst_floor: Honesty | str) -> bool:\n ... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Malformed client input is a fixed-text 400, never a 500, and never reaches an effect."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Malformed client input is a fixed-text 400, never a 500, and ... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Map a message this module raised to its catalogue entry, else the generic text. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _catalogue_entry(text: str) -> str:\n \"\"\"Map a message... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Typed product of the six MODELED analogs. SOFTWARE. Not presence. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef yupay(loads: Sequence[float]) -> dict[str, Any]:\n \"\"\"Typed product ... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Public catalog of what Ayllu showcases."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Public catalog of what Ayllu showcases.\n\nEvery URL is a public origin. Health is REPORTED from this proce... |
[
{
"role": "user",
"content": "Write a underwriting/legal Python function: Canonicalize + hash the completed snapshot and record provenance. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef freeze(snapshot: dict, repository_revision: str,\n runtim... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: One organism heartbeat. Read-only. Writes stay on imprint/graft/replay. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef beat(\n yuyay: Yuyay,\n lock: HumanLock,\n *,\n cue: str... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: The szl.lambda/v1 error code for a supplied ฮ and its floor, or None if both are valid. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _lambda_error(score: Any, floor: Any) -> Optional[st... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Offline unit regressions: no global psyche, network, weights, or live beats."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Offline unit regressions: no global psyche, network, weights, or live ... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Measure public second-brain + anatomy surfaces. Handles only."
},
{
"role": "assistant",
"content": "```python\n#!/usr/bin/env python3\n\"\"\"Measure public second-brain + anatomy surfaces. Handles only.... |
[
{
"role": "user",
"content": "Implement this underwriting/legal module for the SZL governed estate: Regression tests for the statistical-bound claim semantics (Phase A B1/B2)."
},
{
"role": "assistant",
"content": "```python\n#!/usr/bin/env python3\n\"\"\"Regression tests for the statistical-bou... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Avalanche size on the pentagon. MODELED. Not Beggs 2003. Not a LoC meter. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef chawpi(\n loads: Sequence[float],\n *,\n gamma: float = G... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Same organ as /readyz. Monitors that hit /healthz must not 404. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef healthz() -> dict[str, Any] | Response:\n \"\"\"Same organ as /readyz. Mo... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Outer-product Hebb with leak, zero diagonal, Frobenius bound. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef hebb_oja(\n W: Sequence[float],\n x: Sequence[float],\n *,\n dim: ... |
[
{
"role": "user",
"content": "Implement this real-estate module for the SZL governed estate: Public-records underwriting. Not an MLS. Occupancy UNAVAILABLE."
},
{
"role": "assistant",
"content": "```python\n# SPDX-License-Identifier: Apache-2.0\n# Copyright 2026 SZL Holdings\n\"\"\"Public-record... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Refuse unknown nodeIds. Fail closed. None means the output may stand. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _validate_citations(answer: Any, grounding: dict[str, Any]) -> str | N... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Typed hypergraph of seats, organs, and engrams."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Typed hypergraph of seats, organs, and engrams.\n\nVertices carry a type and an honesty label.\nHyp... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: g alone blocks: CONJECTURE input under a MEASURED floor. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _honesty_case() -> tuple[Morphism, Morphism, Bundle]:\n \"\"\"g alone blocks: CO... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Return a fixed, non-leaking error body for a 4xx caused by ``exc``. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _client_error(exc: Exception, status: int) -> JSONResponse:\n \"\"\"R... |
[
{
"role": "user",
"content": "Is this real-estate contract compliant with local law?"
},
{
"role": "assistant",
"content": "ABSTAIN โ legal compliance determination requires jurisdiction-specific counsel and the exact contract text. I can extract clauses and flag receipts, but the compliance ver... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Apply left-to-right and stop at the first arrow that does not ALLOW. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _walk(morphisms: Sequence[Morphism], bundle: Bundle, ctx: ArrowContext)... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Load-bearing bind. Yuyariy and Kutiy change the next receipt."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Load-bearing bind. Yuyariy and Kutiy change the next receipt.\n\nNot dashboards. Afte... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Compile only route definitions; never execute module imports or boot code. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef alias_app(result: Any = None, *, missing: bool = False) -> FastAP... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Optional finite number; absent or null is None. Anything else malformed is a 400. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _float_field(body: dict[str, Any], name: str) -> float | N... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: FastAPI serves dependant.call, not only route.endpoint. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _rebind(name: str, wrapper) -> None:\n \"\"\"FastAPI serves dependant.call, not o... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Run the theory. OPERATIONAL. Presence is not upgraded. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef evaluate(\n organs: Sequence[dict[str, Any]],\n *,\n prev_hash: str,\n ne... |
[
{
"role": "user",
"content": "Write a underwriting/legal Python function: Charging is never inferred from reservation (Section 1, frozen). Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef check_charging(entry: dict) -> None:\n \"\"\"Charging is never in... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Honesty lattice and typed bundles."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Honesty lattice and typed bundles.\n\nHonesty is a partial order. Morphisms are honesty-non-increasing.\nLIVE / ... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Space entry. Same FastAPI app plus frontier HTTP."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Space entry. Same FastAPI app plus frontier HTTP.\n\nDockerfile CMD targets this module so SZLHOL... |
[
{
"role": "user",
"content": "Implement this real-estate module for the SZL governed estate: Liveness vs readiness probe semantics, served over a local 127.0.0.1 socket."
},
{
"role": "assistant",
"content": "```python\n# SPDX-License-Identifier: Apache-2.0\n\"\"\"Liveness vs readiness probe sem... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: ayllu.autonomy โ a11oy's bounded-autonomy gate for ayllu personas."
},
{
"role": "assistant",
"content": "```python\n\"\"\"ayllu.autonomy โ a11oy's bounded-autonomy gate for ayllu personas.\n\nThis is th... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Contract for the single Hub writer of SZLHOLDINGS/ayllu."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Contract for the single Hub writer of SZLHOLDINGS/ayllu.\n\nOffline: the workflow, Dockerf... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Rimanakuy โ adversarial battery on the pentagon."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Rimanakuy โ adversarial battery on the pentagon.\n\nCOGITATE (Nature 642:133โ142, 2025) tested IIT... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: A supplied non-finite or out-of-range ฮ is not a pass (FF-09)."
},
{
"role": "assistant",
"content": "```python\n\"\"\"A supplied non-finite or out-of-range ฮ is not a pass (FF-09).\n\n`gate()` compared ... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Kutiy is original residual depth. Not Huginn. Not AGI."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Kutiy is original residual depth. Not Huginn. Not AGI.\"\"\"\nfrom ayllu.psyche.kutiy import... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Structural coupling to the medium (handles). MODELED. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef sigma(occupancy: int, handles: int, n: int = 5) -> float:\n \"\"\"Structural coupli... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Yuyariy โ observation log over Khipu receipts."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Yuyariy โ observation log over Khipu receipts.\n\nStudied from the public claim that raw turn histor... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Forward readiness evidence, including failure status and response headers. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _readyz_body() -> dict[str, Any] | Response:\n \"\"\"Forward r... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Gold policy recall. Not courtroom skill. Not AGI."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Gold policy recall. Not courtroom skill. Not AGI.\"\"\"\nfrom ayllu.eval.score import evaluate\n\... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Load-gated pentagon step. Gain dies on a silent body. Not Wiรฑay's couple. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _gated_once(loads: Sequence[float], gamma: float) -> list[float]:\... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Living anatomy instilled into Ayllu."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Living anatomy instilled into Ayllu.\n\nFive systems from szl-holdings/anatomy โ HEART/YUYAY, YAWAR, YACHAY,\n... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Dense bipolar pattern. Deterministic FNV-1a seed. MEASURED encoding. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef encode(text: str, dim: int = DIM, k: int = SPARSE_K) -> list[int]:\n ... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Score the 10-item gold set against local counsel policy."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Score the 10-item gold set against local counsel policy.\n\nMEASURED on ALLOW/BLOCKED only... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Probe keyless local runtimes and list Hub open weights. No vendor key."
},
{
"role": "assistant",
"content": "```python\n#!/usr/bin/env python3\n\"\"\"Probe keyless local runtimes and list Hub open weigh... |
[
{
"role": "user",
"content": "Write a underwriting/legal Python function: Post-freeze integrity: the recorded hash must match the content. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef verify_frozen(snapshot: dict) -> bool:\n \"\"\"Post-freeze integr... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Run one persona's turn. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\nasync def run_turn(\n persona,\n prompt: str,\n *,\n model_complete: Optional[Callable[..., Awaitable[Any]]]... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Keep GET /api/v1/ayllu/manifest honest about the live routes. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef _annotate_manifest() -> None:\n \"\"\"Keep GET /api/v1/ayllu/manifest hones... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Grok model pin: one reviewed constant, allowlisted override, fail-closed."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Grok model pin: one reviewed constant, allowlisted override, fail-closed.... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Load diversity. MODELED. Not IIT. Not presence. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef imaymana(loads: Sequence[float]) -> dict[str, Any]:\n \"\"\"Load diversity. MODELED. Not ... |
[
{
"role": "user",
"content": "Implement this real-estate module for the SZL governed estate: HF Space entry for szl-real-estate."
},
{
"role": "assistant",
"content": "```python\n#!/usr/bin/env python3\n# SPDX-License-Identifier: Apache-2.0\n\"\"\"HF Space entry for szl-real-estate.\"\"\"\nfrom ... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Missing or unknown honesty is UNAVAILABLE, never MEASURED. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef parse_honesty(value: Honesty | str | None) -> Honesty:\n \"\"\"Missing or unkn... |
[
{
"role": "user",
"content": "Write a legal/ayllu Python function: Domain-bound SOFTWARE advisory. Never labeled LIVE. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef software_complete(system: str, prompt: str, *, persona: Optional[str] = None) -> dict[st... |
[
{
"role": "user",
"content": "Write a underwriting/legal Python function: Certify a model's risk bound from a measured 0/1 evaluation sample. Fail closed; no fabricated claims."
},
{
"role": "assistant",
"content": "```python\ndef certify_risk(errors: int, n: int, delta: float = 0.05) -> dict:\n... |
[
{
"role": "user",
"content": "Implement this legal/ayllu module for the SZL governed estate: Counsel gold eval. Effectiveness MEASURED on this set only. Not AGI."
},
{
"role": "assistant",
"content": "```python\n\"\"\"Counsel gold eval. Effectiveness MEASURED on this set only. Not AGI.\"\"\"\nfr... |
End of preview. Expand in Data Studio
Verticals SFT v1 โ finance, legal (ayllu/counsel), real-estate
(prompt, code) pairs generated from the estate's own governed vertical source: formal-ai-underwriting (legal/underwriting), szl-real-estate, ayllu โ plus doctrine abstention pairs: no fabricated premiums, no fabricated compliance verdicts, no fabricated revenue. Provenance: github.com/szl-holdings heads, AST docstring-pair method, seed 20261109.
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