Prepare an audit-event export for deterministic comparison. Normalize up to 100 metadata events and reject duplicate IDs, malformed times or digests. Does not prove events occurred or establish provenance or completeness against an external system.

Resolve an exact supported Tamil divine-name spelling to source-scoped records in a pinned registry. Keeps ambiguity and name coincidence explicit. No fuzzy universal synonym search, full source text or theological certification.

Build a reproducible chart view: Tropical and Lahiri Sidereal positions, Sidereal whole-sign houses, mean nodes, geometric aspects and panchanga for one UTC chart. Includes limitations and a deterministic receipt. Public or synthetic inputs only. No interpretation, forecast or predictive certification; bodies are not stored.

Check declared publication views before release. Compare 2-8 article, registry and API views against canonical URL, content, release and source-set digests; flag stale, withdrawn or substituted views. No live fetch, release promotion or semantic content verification.

Review permission changes before an agent release. Compare two explicit allow-only sets by tool, action and exact resource; report additions, removals and wildcard additions. Does not resolve IAM inheritance or wildcard containment, or authorize execution.

Score up to 64 labelled time intervals and 128 command events: rest false activations, missed trials, wrong commands and first-correct response times. Public or synthetic event metadata only. No raw EEG, participant identifiers, live control, diagnosis or human-enhancement claim.

Review a passage for Maha Principle epistemic classifications with a model-backed audit, not factual certification, legal advice, or human verification. Save the job reference and retrieve the completed result; job acceptance is not delivery. Short input excerpts may be retained in the result.

Locate a printed pasuram reference in the pinned Project Madurai/Hart atlas. Resolves one supported number to its complete unit and exact edition-specific locator. No cross-edition renumbering, translation reproduction or single-verse occurrence claim.

Compare up to 128 expected passage bindings with up to 128 retained descriptors by passage ID, parent document, version hash and chunk hash. Flags omissions, substitutions, repeats and ordering gaps. Public/synthetic metadata only; does not inspect prompts or prove what a model saw or used.

Check selected versions of up to 40 declared documents against up to 100 effective-date records at one assessment time. Flags inactive, unknown and missing selections; overlapping active versions remain ambiguous. Public/synthetic metadata only. No inferred amendment graph, legal effect or source validation.

Compare up to 20 automation scenarios using declared setup cost, per-unit costs and volumes. Exact cents, savings and break-even counts; no currency conversion, demand forecast, investment advice or independently measured costs.

Reconcile up to 80 committee-aggregate or non-personal organizational public/synthetic campaign ledger entries against declared opening and closing balances. Flags duplicate IDs and missing document references. Individual-contributor records are prohibited, including hashed or redacted records. Caller must attest authorized commercial use. No contribution intake, payment execution, filing or legal compliance verdict.

Review up to 80 public or synthetic spending records for duplicate IDs, inconsistent budgets, budget overruns and declared payee concentration. Duplicate-ID rows are excluded from totals. Flags are review leads, not fraud or legality findings.

Build a Vimshottari timing display with birth balance, nine mahadashas and nine antardashas of the active mahadasha at a reference instant. Uses actual nakshatra stay time and a 365.2425-day year; includes conventions and receipt. Public or synthetic inputs only. No event prediction or interpretation; bodies are not stored.

Compare up to 16 declared observation stations against 64 targets and 16 rectangular obstacles in a bounded 2D scene. Returns visible targets and uncovered IDs. No camera optics, 3D visibility, robot motion or physical inspection claim.

Simulate up to 10 sequential assembly scenarios of 100 identical units using one shared crane and declared crews. Factory releases, lift and connection durations are explicit. No lift-capacity, structural, site-safety or optimized scheduling approval.

Compare up to 12 caller-supplied public committee-level totals and filing references at a declared assessment time. Preserves unknown totals, flags stale or amended snapshots and checks cash arithmetic. Caller must attest authorized commercial use and no individual-contributor information. No live FEC fetch, donor data, legal verdict or final-filing certification.

Compare complete, partial, and missed evidence recovery on one matched, hash-frozen cohort of up to 64 questions and papers. Report paired transitions and a caller-declared complete-recovery drop threshold. Descriptive evidence-ID overlap, not answer quality or causal inference.

Compare strict rank-prefix packing with rank-order greedy-fit and score-density greedy-fit for up to 64 passages under a 1–2048 token budget. Report evidence displacement and optional observed selection violations. Uses declared integer costs/scores; no tokenization or causal attribution.

Build a stable hashed manifest of bounded public/synthetic artifact contents, declared dependencies, algorithm version, seed, and parameters. Verify declared content hashes; reject duplicate/dangling dependencies and cycles. No artifact fetching, execution replay, signing, or authenticity guarantee.