Cada crate y cada función pública

Cada lección de este curso toma una familia de algoritmos y profundiza. Esta página hace lo contrario: lista todo, para que un nombre encontrado en el resultado de una herramienta o en un mensaje de error pueda rastrearse hasta el crate y el módulo de donde viene.

La genera scripts/sync-ix-api-map.mjs desde un clon local de IX, con un solo git grep sobre el commit fijado — nunca se edita a mano. Ejecute npm run sync:ix-api-map para reconstruirla tras cambiar el pin.

Precaución

Qué se cuenta. Cada pub fn, pub struct, pub enum, pub trait, pub const y pub type declarado bajo crates/*/src/. Es lo que dicen las fuentes, no lo que un llamador puede alcanzar: un elemento declarado pub dentro de un módulo privado aparece aquí y es invisible desde fuera del crate. Los métodos de traits y los elementos dentro de bloques impl se incluyen cuando se escriben pub. Todo lo que está detrás de una característica de Cargo se lista, esté activa o no.

El taller en cifras

Clase	Cantidad
funciones	2307
estructuras	702
enumeraciones	191
traits	47
constantes	129
alias de tipo	22
80 crates	3398

Los crates

Crate	Declaraciones públicas	Qué es
ga-chatbot	53	ga-chatbot — Rust QA harness + MCP bridge for the GA chatbot
ix-acoustic-tune	58	ix-acoustic-tune — acoustic parameter auto-tuning (experimental)
ix-adversarial	22	—
ix-agent	237	Library interface of ix-agent — the MCP server that exposes ix algorithms and governance primitives as Claude Code tools
ix-agent-core	32	This crate defines the types that ix-middleware, ix-approval, ix-session, the trace flywheel, and the migrated ix-loop-detect all consume
ix-ai-annotations	25	In-source AI annotation extractor
ix-approval	13	Primitive #3 of the harness primitives roadmap (see docs/brainstorms/2026-04-10-ix-harness-primitives.md)
ix-assumption-graph	59	Temporal assumption graph — Phase 1
ix-autograd	48	Reverse-mode automatic differentiation for IX pipelines
ix-autoresearch	78	Karpathy-style edit-eval-iterate kernel for IX subsystems
ix-baml	19	ix-baml — the boundary between IXQL’s dynamic dataflow and BAML’s typed LLM functions
ix-blast-radius	7	Blast-radius analyzer for the qa-architect-cycle pipeline
ix-bracelet	61	Dihedral group D₁₂ operator algebra on 12-bit pitch-class sets
ix-cache	68	Embedded in-process cache — blazing fast, zero external dependencies
ix-catalog-core	5	Shared substrate for ix’s queryable, MCP-surfaced catalogs
ix-category	30	Category theory primitives for the machin ML toolkit
ix-chaos	44	Chaos theory toolkit
ix-code	100	Code analysis: extract complexity metrics from source code using lightweight keyword-based analysis plus optional tree-sitter AST, git history trajectories, …
ix-context	83	This crate is not primarily a better retrieval system for Claude. Claude is the beneficiary; Demerzel is the customer
ix-dashboard	31	—
ix-demo	61	—
ix-duck	78	ix-duck — an in-process DuckDB “analyst bench” over IX telemetry, with IX algorithms exposed as SQL UDFs
ix-duck-ext	4	ix-duck-ext — loadable DuckDB C-API extension exposing IX algorithms as SQL
ix-dynamics	31	Continuous dynamics for the machin ML toolkit
ix-ensemble	8	Ensemble methods: bagging, random forest, boosting
ix-evolution	42	Evolutionary algorithms: genetic algorithms, genetic programming, differential evolution, and selection operators
ix-fractal	21	—
ix-fuzzy	44	Primitive #5 of the harness primitives roadmap (docs/brainstorms/2026-04-10-ix-harness-primitives.md)
ix-game	57	Game theory toolkit
ix-governance	106	Demerzel governance: constitutions, personas, policies, and tetravalent logic
ix-gpu	36	GPU-accelerated compute via WGPU
ix-grammar	39	Probabilistic grammar infrastructure for TARS integration
ix-graph	50	Graph algorithms, Markov chains, state space exploration, and agent routing for token-efficient skill dispatch
ix-harness-cargo	5	Harness adapter — cargo test --format=json output → SessionEvent::ObservationAdded stream
ix-harness-clippy	3	Harness adapter — cargo clippy --message-format=json output → SessionEvent::ObservationAdded stream
ix-harness-ga	6	Stub harness adapter — Guitar Alchemist governance events → SessionEvent::ObservationAdded stream
ix-harness-github-actions	7	Harness adapter — GitHub Actions workflow run summary → SessionEvent::ObservationAdded stream
ix-harness-signing	8	Phase A of the harness signature layer — canonical serialization, Ed25519 sign/verify, and a minimal key-registry type
ix-harness-tars	3	Harness adapter — tars ComprehensiveDiagnostics → SessionEvent stream
ix-invariant-coverage	34	Invariant-catalog coverage analysis
ix-io	81	Data ingestion and output for the machin ML toolkit
ix-ixql	79	ix-ixql — parser and evaluator for IXQL, the language Demerzel writes its governance pipelines in (Demerzel/pipelines/*.ixql)
ix-ktheory	10	Algebraic K-theory for the machin ML toolkit
ix-loop-detect	18	First concrete primitive of the ix-middleware stack (see docs/brainstorms/2026-04-10-ix-harness-primitives.md, item 2)
ix-manifold	12	Pure-Rust manifold learning
ix-math	191	Core math primitives for the machin ML toolkit
ix-memory	46	Experimental compact memory formats for session history over mathematical spaces
ix-net	13	Networking-related catalogs and helpers for ix
ix-nn	72	Neural network primitives: layers, backpropagation, loss functions, attention mechanisms, positional encodings, and transformer building blocks
ix-number-theory	28	—
ix-optick	16	Memory-mapped OPTIC-K v4 index reader with brute-force cosine search
ix-optick-sae	24	—
ix-optimize	26	Optimization algorithms: gradient descent variants, simulated annealing, particle swarm optimization, and convergence utilities
ix-petri	63	A [PetriNet] is places, transitions, weighted arcs and a marking
ix-pipeline	71	DAG pipeline executor for skill orchestration
ix-probabilistic	35	Space-efficient probabilistic data structures
ix-quality-trend	93	Aggregates timestamped quality snapshots from the GuitarAlchemist ecosystem (embedding diagnostics, voicing analysis audits, chatbot QA) and emits an executi…
ix-quality-validate	8	ix-quality-validate — JSON-schema validator for the canonical dashboard envelope written to state/quality/<domain>/*.json
ix-registrar	9	ix-registrar — the Federation / registrar deep module (CONTEXT.md)
ix-registry	10	Link-time capability registry for ix skills
ix-registry-check	8	Buf-style breaking-change detector for capability-registry.json
ix-rl	23	Reinforcement learning: environments, bandits, Q-learning
ix-rotation	36	3D rotation mathematics: quaternions, dual quaternions, SLERP, Euler angles, rotation matrices, axis-angle, and Plücker coordinates
ix-sanitize	10	ix-sanitize — injection regex stripper, source envelope wrapper, and Confidential/Unknown verdict gate for governance pipelines
ix-search	52	Search algorithms toolkit
ix-sedenion	42	—
ix-sentinel	3	—
ix-sentrux-annotations	26	Bridge: sentrux structural-rule findings → AI annotation contract
ix-session	15	Primitive #4 of the harness primitives roadmap (see docs/brainstorms/2026-04-10-ix-harness-primitives.md)
ix-signal	102	Signal processing toolkit: transforms, filters, spectral analysis
ix-skill	126	ix — Claude Code ML skill CLI, library entry point for tests
ix-skill-macros	1	#[ix_skill] — annotates a plain Rust function as a registry-discoverable skill
ix-streeling	18	ix-streeling — Streeling University’s generator: turn the ecosystem’s learning files into a federated catalog (state/streeling/catalog.jsonl) and a campu…
ix-supervised	79	Supervised learning algorithms: regression, classification, and metrics
ix-topo	27	Topological data analysis for the machin ML toolkit
ix-types	14	Shared type lattice for the ix skill registry
ix-unsupervised	50	Unsupervised learning: clustering and dimensionality reduction
ix-value	12	ix-value — the Business-Value Scorecard generator: federate each repo’s hand-authored state/value/manifest.json into a scored catalog (`state/value/catal…
ix-voicings	57	ix-voicings — Phase A of the voicings study pipeline
memristive-markov	76	—

Crate por crate

ga-chatbot

ga-chatbot — Rust QA harness + MCP bridge for the GA chatbot. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	ask_stub, load_fixtures
(crate root)	estructuras	ChatbotRequest, ChatbotResponse, Source
(crate root)	enumeraciones	Instrument
aggregate	funciones	aggregate_verdicts
aggregate	estructuras	JudgeVerdict, QaResult
algebra	funciones	answer_query
algebra	estructuras	AlgebraRequest, AlgebraResponse
coverage	funciones	analyze, classify_intent, load_corpus_categories, load_telemetry, recommended_corpus_category
coverage	estructuras	CoverageReport, IntentCluster, ProposedTestCase, TelemetryEntry
coverage	enumeraciones	IntentLabel
coverage	constantes	MIN_COVERAGE_PROMPTS
mcp_bridge	funciones	call_tool, execute_tool, kill, list_tools, merged_tools, new, set_timeout, shutdown, spawn
mcp_bridge	estructuras	McpBridge, McpBridgeConfig, McpChild, ToolDescriptor
mcp_bridge	enumeraciones	McpError
mcp_bridge	alias de tipo	Result
qa	funciones	calculate_pitch_classes, check_topology_claim, compute_semantic_score, load_corpus_ids, load_transitions, parse_fret_array, run_deterministic_checks, run_deterministic_checks_with_config, run_deterministic_checks_with_topology
qa	estructuras	AutoresearchConfig, Finding, SemanticScore, TransitionEntry
shapley	funciones	compute_prompt_shapley
shapley	estructuras	PromptShapleyScore

ix-acoustic-tune

ix-acoustic-tune — acoustic parameter auto-tuning (experimental). Source.

Módulo	Clase	Declaraciones públicas
(crate root)	traits	AskTell
cmaes	funciones	mean, minimize, new, population_size, sigma, with_bounds
cmaes	estructuras	CmaEs
contract	funciones	failed
contract	estructuras	Candidate, CandidateScore, Guardrail, RenderSpec, TuneRequest, TuneResult
contract	constantes	REQUEST_SCHEMA, RESULT_SCHEMA
features	funciones	autocorrelation_f0, magnitude_spectrum, mel_filterbank, mel_spectrum, mfcc, rms, spectral_centroid, spectral_flux, spectral_rolloff
reference	funciones	analyze, attack_seconds, band_decay_slope, default_band_edges, fit_inharmonicity, inharmonicity_b, per_band_decay_slopes
reference	estructuras	ReferenceDescriptor
reference	constantes	DEFAULT_HOP, DEFAULT_WINDOW
session	funciones	ingest, iteration, new, next_request, read_result, recommend, write_request
session	estructuras	SessionConfig, TuneSession
spectral_loss	funciones	decompose_residual, layered_perceptual_loss, multi_resolution_stft_loss, recommendation, stft_loss
spectral_loss	estructuras	LossWeights, ResidualBreakdown
transforms	funciones	analytic_signal, chroma, cqt, cqt_frequencies, envelope, hilbert

ix-adversarial

Módulo	Clase	Declaraciones públicas
defense	funciones	adversarial_training_augment, clip_and_smooth, detect_adversarial, feature_squeezing, input_gradient_regularization
evasion	funciones	cw_attack, fgsm, jsma, pgd, universal_perturbation
poisoning	funciones	detect_label_flips, influence_function, spectral_signature_defense
poisoning	estructuras	PoisonResult
privacy	funciones	differential_privacy_noise, membership_inference_score, model_confidence_masking, prediction_purification
robustness	funciones	certified_radius, empirical_robustness, lipschitz_estimate
robustness	estructuras	RobustnessReport

ix-agent

Library interface of ix-agent — the MCP server that exposes ix algorithms and governance primitives as Claude Code tools. Source.

Módulo	Clase	Declaraciones públicas
acoustic_tune	funciones	analyze_reference, spectral_distance
demo	funciones	find_scenario, ix_demo, list_scenarios, run_scenario
demo	estructuras	DemoStep, ScenarioMeta
demo	enumeraciones	Difficulty, StepInput
demo	traits	DemoScenario
demo	alias de tipo	GlueFn
demo::scenarios	funciones	all, all_meta
demo::scenarios::chaos_detective	estructuras	ChaosDetective
demo::scenarios::cost_anomaly_hunter	estructuras	CostAnomalyHunter
demo::scenarios::governance_gauntlet	estructuras	GovernanceGauntlet
demo::scenarios::sprint_oracle	estructuras	SprintOracle
eval::permutation_importance	funciones	permutation_importance
eval::silhouette	funciones	silhouette_score
flywheel	funciones	export_session_to_trace_dir, session_event_to_trace_event, session_to_trace
flywheel	enumeraciones	ExportError
handlers	funciones	adversarial_fgsm, annotations_scan, ast_query, autocorrelation, autograd_run, autoresearch_run, bandit, bloom_filter, cache_op, cargo_deps, catalog_list, category, chaos_lyapunov, code_analyze, code_catalog, code_smells, code_topology, dbscan, distance, eigen, evolution, explain_algorithm, explain_algorithm_with_ctx, feature_importances, federation_discover, fft, fir_filter, fractal, fuzzy_eval, ga_bridge, game_nash, git_churn, git_log, gmm, governance_belief, governance_check, governance_persona, governance_policy, gradient_boosting, grammar_catalog, grammar_evolve, grammar_search, grammar_weights, graph_ops, grothendieck_delta, grothendieck_nearby, grothendieck_path, hyperloglog, kalman, kmeans, linear_regression, markov, mesh_correlate, ml_pipeline, ml_predict, nl_to_pipeline, nn_forward, number_theory, optick_search, optimize, pca, pipeline_compile_placeholder, pipeline_exec, pipeline_list, pipeline_run_placeholder, quality_gate_history, random_forest, render_audit, render_audit_with_ctx, rfc_catalog, rotation, search_info, sedenion, sentrux_annotate, session_flywheel_export, silhouette, spectrogram, stats, supervised, svd, tars_bridge, thinker_hits, topo, trace_ingest, triage_session, triage_session_with_ctx, tsne, viterbi, voicings_payload, wavelet_denoise
maintain_gate	funciones	ix_maintain_gate
ml_pipeline	funciones	run_pipeline, run_predict
ml_pipeline	estructuras	PipelineConfig, PreprocessConfig, SourceConfig, SplitConfig
projection	funciones	events_to_observations
projection	constantes	WEIGHT_COMPLETED, WEIGHT_FAILED, WEIGHT_LOOP_BLOCK, WEIGHT_POLICY_BLOCK, WEIGHT_REPLACED, WEIGHT_SAFETY_BLOCK
registry_bridge	funciones	all_registry_tools, clear_session_log, current_session_log, dispatch, dispatch_action, install_session_log, is_registry_backed, mcp_name, registry_handler_marker, shared_loop_detector, shared_middleware_chain
scopes	funciones	allows, from_name, resolve
scopes	enumeraciones	Scope
scopes	constantes	SCOPES
server_context	funciones	deliver_response, new, sample, sample_with_image, write_outbound, write_value
server_context	estructuras	ServerContext
server_context	constantes	SAMPLING_TIMEOUT
skills::acoustic_tune	funciones	analyze_reference, spectral_distance
skills::assumption_graph	funciones	assumption_belief_at, assumption_claims, assumption_drift, assumption_query
skills::batch1	funciones	autocorrelation, dbscan, distance, eigen, feature_importances, fft, fir_filter, gmm, governance_belief, kalman, kmeans, linear_regression, pca, silhouette, spectrogram, stats, svd, wavelet_denoise
skills::batch2	funciones	adversarial_fgsm, bandit, bloom_filter, category, chaos_lyapunov, evolution, fractal, game_nash, governance_check, governance_persona, governance_policy, gradient_boosting, grammar_evolve, grammar_search, grammar_weights, graph, hyperloglog, markov, mesh_correlate, nn_forward, number_theory, optimize, random_forest, rotation, search, sedenion, supervised, topo, viterbi
skills::batch3	funciones	cache, code_analyze, context_walk, federation_discover, fuzzy_eval, ga_bridge, ml_pipeline, ml_predict, pipeline, session_flywheel_export, tars_bridge, trace_ingest
skills::petri	funciones	petri_analyze
skills::prime_radiant	funciones	governance_graph, governance_graph_rescan
tools	funciones	call, call_with_ctx, list, list_scoped, new, tool_names, validate_pipeline_spec
tools	estructuras	Tool, ToolRegistry
triage	funciones	build_distribution, hex_priority, parse_hexavalent_label, parse_plan, sort_plan_by_priority
triage	estructuras	TriagePlanItem
triage	enumeraciones	TriageError
triage	constantes	RECURSION_GUARD_TOOL

ix-agent-core

This crate defines the types that ix-middleware, ix-approval, ix-session, the trace flywheel, and the migrated ix-loop-detect all consume. Source.

Módulo	Clase	Declaraciones públicas
action	funciones	loop_key, ordinal
action	enumeraciones	AgentAction
beliefs	funciones	new, project_beliefs, tool_proposition
beliefs	estructuras	BeliefMiddleware
context	funciones	caller, child_seed, synthetic_for_legacy
context	estructuras	AgentCapabilities, ReadContext, VecEventSink, WriteContext
context	traits	EventSink
error	enumeraciones	ActionError
error	alias de tipo	ActionResult
event	funciones	value_only
event	estructuras	ActionOutcome
event	enumeraciones	BlockCode, MiddlewareVerdict, SessionEvent
handler	estructuras	LegacyAdapter
handler	traits	AgentHandler
handler	constantes	fn
middleware	funciones	dispatch, is_empty, len, new, push
middleware	estructuras	MiddlewareChain
middleware	traits	Middleware

ix-ai-annotations

In-source AI annotation extractor. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	extract_workspace
(crate root)	enumeraciones	Error
parser	funciones	parse_line
parser	estructuras	ParsedMarker
reconciler	funciones	new, reconcile, with_test_files
reconciler	estructuras	ReconcilerConfig, ReconciliationReport
truth	funciones	conflicts, polarity, weighted
types	funciones	annotation_id, as_str, from_char, parse
types	estructuras	Annotation, Location, Reconciliation, Source
types	enumeraciones	AnnotationKind, Certainty, TruthValue
types	constantes	SCHEMA_VERSION
walker	funciones	extract

ix-approval

Primitive #3 of the harness primitives roadmap (see docs/brainstorms/2026-04-10-ix-harness-primitives.md). Source.

Módulo	Clase	Declaraciones públicas
classify	funciones	classify_action_kind
classify	enumeraciones	ActionKind
classify	constantes	fn
middleware	funciones	classify, with_defaults
middleware	estructuras	ApprovalConfig, ApprovalMiddleware
middleware	constantes	fn
verdict	estructuras	ApprovalVerdict, BlastRadius
verdict	enumeraciones	Evidence, Tier
verdict	constantes	fn

ix-assumption-graph

Temporal assumption graph — Phase 1. Source.

Módulo	Clase	Declaraciones públicas
drift	funciones	diff, is_clean, snapshot, verify_bindings
drift	estructuras	ClaimRecord, DriftItem, DriftReport, Snapshot
fusion	funciones	fuse
fusion	estructuras	FusedClaim
graph	funciones	contradictions, dag, from_annotations, from_nodes, from_parts, from_workspace, from_workspace_with_research, get, node_count, nodes
graph	estructuras	AssumptionGraph, Contradiction
graph	enumeraciones	BuildError
html	funciones	render
node	funciones	as_str, domain, is_research_claim, research_claim
node	estructuras	AssumptionNode, ResearchClaim
node	enumeraciones	NodeCertainty, NodeKind
opinion	funciones	from_hexavalent, from_truth, projected, to_hexavalent
opinion	estructuras	Opinion
opinion	constantes	DEFAULT_BASE_RATE
temporal	funciones	belief_at, claim_id, diff, events, from_jsonl, is_empty, len, new, record, revise, to_jsonl
temporal	estructuras	BeliefChange, BeliefEvent, BeliefLog, BeliefSnapshot
temporal	constantes	BELIEF_EVENT_SCHEMA_VERSION
view	funciones	namespace_of, prime_radiant_graph, view
view	estructuras	ClaimView, FacetedView

ix-autograd

Reverse-mode automatic differentiation for IX pipelines. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	enumeraciones	AutogradError
(crate root)	alias de tipo	Result
mode	funciones	allows_non_diff, requires_tape
mode	enumeraciones	ExecutionMode
ops	funciones	add, alloc_like, backward, div_scalar, input, matmul, mean, mul, sub, sum, variance
ops_fft	funciones	rfft_magnitude
tape	funciones	get, get_mut, get_tool_state, is_empty, len, new, push, set_tool_state, take_tool_state
tape	estructuras	DiffContext, Tape, TapeNode, TensorHandle
tensor	funciones	as_f64, from_array, from_array_with_grad, shape
tensor	estructuras	Tensor
tensor	enumeraciones	TensorData
tool	traits	DifferentiableTool
tool	alias de tipo	ValueMap
tools::linear_regression	funciones	build_graph
tools::linear_regression	estructuras	LinearRegressionTool, LinregState
tools::mse_loss	funciones	build_graph
tools::mse_loss	estructuras	MseLossState, MseLossTool
tools::stats_mean	estructuras	StatsMeanState, StatsMeanTool
tools::stats_variance	estructuras	StatsVarianceState, StatsVarianceTool

ix-autoresearch

Karpathy-style edit-eval-iterate kernel for IX subsystems. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	as_string, as_uuid, new, parse, resume_experiment, run_experiment
(crate root)	estructuras	Outcome, RunId
(crate root)	traits	Experiment
(crate root)	constantes	HARD_KILL_CASCADE_THRESHOLD, MCP_ITERATION_CAP
cache	funciones	get, is_enabled, key_for, new, set, with_ttl
cache	estructuras	CacheBridge
error	enumeraciones	AutoresearchError, EvalCategory
log	funciones	append, finalize, open, path, read_log
log	estructuras	CostLedger, JsonlLog
log	enumeraciones	FsyncPolicy, LogEvent
log	constantes	SCHEMA_VERSION
milestones	funciones	is_complete_milestone, promote_run, sanitize_text, validate_run_id, validate_slug
policy	funciones	ben_ameur_t0, calibrate_initial_temperature, into_policy, sa_with_calibrated_t0
policy	estructuras	GreedyPolicy, RandomSearchPolicy, SimulatedAnnealingPolicy
policy	enumeraciones	Decision, Strategy
policy	traits	AcceptancePolicy
target_chatbot	funciones	new
target_chatbot	estructuras	ChatbotConfig, ChatbotScore, ChatbotTarget
target_grammar	funciones	default_smoke, held_out, n_rules, new, theoretical_optimum
target_grammar	estructuras	GrammarConfig, GrammarScore, GrammarTarget
target_optick	funciones	as_array, ci_reduced, default_smoke, floor_and_renormalize, from_array, new, production_weights, sum, true_optimum, with_alpha, with_baseline, with_floor
target_optick	estructuras	CIReducedConfig, OpticKConfig, OpticKScore, OpticKTarget
target_optick	enumeraciones	RebuildMode
time_budget	funciones	soft, soft_and_hard, soft_deadline_from_now
time_budget	estructuras	TimeBudget

ix-baml

ix-baml — the boundary between IXQL’s dynamic dataflow and BAML’s typed LLM functions. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	get, invoke, is_empty, names, new, register
(crate root)	estructuras	BamlRegistry, FnOperation, StaticResponse
(crate root)	enumeraciones	BamlError
(crate root)	traits	BamlOperation
claude_cli	funciones	build_args, new, parse_envelope, render_prompt, with_config
claude_cli	estructuras	ClaudeCliConfig, ClaudeCliOperation
claude_cli	constantes	SUPPRESSED_AUTH_VARS

ix-blast-radius

Blast-radius analyzer for the qa-architect-cycle pipeline. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	analyze, component_for_path, layer_for_path, one_way_doors_in, score_blast
(crate root)	estructuras	BlastRadius
(crate root)	enumeraciones	Layer

ix-bracelet

Dihedral group D₁₂ operator algebra on 12-bit pitch-class sets. Source.

Módulo	Clase	Declaraciones públicas
action	traits	Action
dihedral	estructuras	DihedralElement
dihedral	traits	Group
dihedral	constantes	fn
forte	funciones	all_forte_numbers, forte_number
forte	estructuras	ForteNumber
forte	constantes	fn
fourier	funciones	dft, dft_magnitudes, dft_phases, phase_aligned_similarity
fourier	constantes	ZERO_TOL
fourier	alias de tipo	Cf
grothendieck	funciones	delta, find_nearby, find_shortest_path, grothendieck_delta, icv, is_zero, l1_norm, l2_norm, total, z_related_pairs
grothendieck	estructuras	Delta, Icv
grothendieck	constantes	fn
neo_riemannian	funciones	classify_triad, h, l, n, p, r, s
neo_riemannian	enumeraciones	TriadKind
orbit	funciones	all_prime_forms, orbit, orbit_unique
pc_set	funciones	from_pcs, iter_pcs, multiply
pc_set	estructuras	PcSet
pc_set	constantes	fn
prime_form	funciones	bracelet_prime_form, necklace_prime_form
serial	funciones	all_forms, combinatorial_inversion_levels, combinatorial_prime_levels, form, from_slice, hexachords, invert, matrix, multiply, new, pcs, retrograde, transpose
serial	estructuras	ToneRow
serial	enumeraciones	RowForm, SerialError

ix-cache

Embedded in-process cache — blazing fast, zero external dependencies. Source.

Módulo	Clase	Declaraciones públicas
lru	funciones	clear, evict, is_empty, len, new, peek_lru, remove, touch
lru	estructuras	LruPolicy
persist	funciones	load_snapshot, save_snapshot, snapshot_info
persist	estructuras	SnapshotInfo
pubsub	funciones	channels, id, new, publish, recv, subscribe, subscriber_count, try_recv, unsubscribe
pubsub	estructuras	Message, PubSub, Subscription
store	funciones	contains, decr, default_cache, delete, evict_expired, expire, flush_all, get, get_str, hdel, hget, hgetall, hit_rate, hset, incr, incr_by, keys, llen, lpop, lpush, lrange, new, persist, pubsub, rpop, rpush, sadd, scard, set, set_str, set_with_ttl, sismember, smembers, srem, stats, ttl, with_max_capacity, with_shards, with_ttl
store	estructuras	Cache, CacheConfig, CacheEntry, CacheStats

ix-catalog-core

Shared substrate for ix’s queryable, MCP-surfaced catalogs. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	normalize_snake_case, string_contains_ci
(crate root)	estructuras	CatalogSummary
(crate root)	enumeraciones	CatalogError
(crate root)	traits	Catalog

ix-category

Category theory primitives for the machin ML toolkit. Source.

Módulo	Clase	Declaraciones públicas
core	estructuras	ComposedFunctor
core	traits	Category, Functor, Monoidal, NaturalTransformation
instances	funciones	add_edge, apply, empty, get, has_edge, identity, is_valid, new, set, zero
instances	estructuras	Graph, GraphCategory, GraphHomomorphism, LinearMap, VecCategory
monad	funciones	counit, forget, free, kleisli_compose, unit
monad	estructuras	Adjunction, FreeForgetfulAdj, OptionMonad, ResultMonad
monad	traits	Monad

ix-chaos

Chaos theory toolkit. Source.

Módulo	Clase	Declaraciones públicas
attractors	funciones	as_slice, chen, chen_derivatives, henon, henon_iterate, integrate, logistic_map, lorenz, lorenz_derivatives, new, rk4_step, rossler, rossler_derivatives
attractors	estructuras	ChenParams, HenonParams, LorenzParams, RosslerParams, State3D
bifurcation	funciones	bifurcation_diagram, detect_period, feigenbaum_delta, find_period_doublings
bifurcation	estructuras	BifurcationPoint
control	funciones	drive_response_sync, ogy_control, pyragas_control
de_rham	funciones	de_rham_curve_1d, de_rham_interpolate
embedding	funciones	cao_embedding_dimension, delay_embed, optimal_delay
fractal	funciones	box_counting_dimension_2d, correlation_dimension, hurst_exponent
lyapunov	funciones	classify_dynamics, lyapunov_spectrum, mle_1d
lyapunov	enumeraciones	DynamicsType
poincare_map	funciones	mean_return_time, poincare_section, return_map
poincare_map	estructuras	Crossing
takagi	funciones	takagi, takagi_series

ix-code

Code analysis: extract complexity metrics from source code using lightweight keyword-based analysis plus optional tree-sitter AST, git history trajectories, …. Source.

Módulo	Clase	Declaraciones públicas
advanced	funciones	analyze_metric_spectrum, build, compute_k_invariants, embed_call_hierarchy, is_empty, len, similar_functions
advanced	estructuras	CodeSimilarityIndex, HyperbolicCodeMap, KTheoryInvariants, MetricSpectrum
aggregate	funciones	aggregate_file_metrics, gini_coefficient, shannon_entropy
aggregate	estructuras	AggregatedMetrics
aggregate	constantes	MAX_HISTOGRAM_BINS
analyze	funciones	analyze_file, analyze_source, from_extension, from_path, name
analyze	enumeraciones	Language
catalog	funciones	all, as_str, by_category, by_language, by_technique, counts, parse
catalog	estructuras	CatalogCounts, CodeAnalysisCatalog, CodeAnalysisTool
catalog	enumeraciones	ToolCategory
catalog	constantes	CATALOG
gates	funciones	compute_risk_delta, map_verdict_to_escalation, stub, verdict_from_delta, verdict_with_contradiction
gates	estructuras	MetricDelta, Provenance, RiskDelta, Scorecard, Signal
metrics	funciones	feature_names, n_features, to_features
metrics	estructuras	CodeMetrics, FileMetrics
physics	funciones	analyze_code_stability, compute_laplacian_spectrum, detect_lie_symmetries, kalman_filter_metrics, model_code_evolution, wavelet_decompose_metrics
physics	estructuras	CodeEvolutionModel, CodeStability, FilteredQuality, LaplacianSpectrum, LieSymmetryReport, MultiScaleAnalysis
physics	enumeraciones	StabilityClass
semantic	funciones	baz, callee_name, extract_call_graph, extract_definitions, extract_semantic_metrics, extract_semantic_metrics_for, name, run_ast_query
semantic	estructuras	AstMatch, CallEdge, CallGraph, SemanticMetrics
semantic	enumeraciones	CalleeHint
smells	funciones	detect_smells
smells	estructuras	CodeSmell
smells	enumeraciones	Severity
topology	funciones	alpha_entry, alpha_helper, beta_work, call_graph_from_semantic, compute_code_topology, gamma_back, gamma_sink, module_call_graph, undirected_edge_count
topology	estructuras	CallGraph, CodeTopology, ModuleResolution, Unit
topology	constantes	MAX_EDGES, MAX_NODES
trajectory	funciones	compute_trajectory
trajectory	estructuras	MetricTrajectory
trajectory	enumeraciones	TrajectoryError, Trend
trajectory	constantes	DEFAULT_ALPHA, MAX_BLOB_SIZE, MIN_COMMITS

ix-context

This crate is not primarily a better retrieval system for Claude. Claude is the beneficiary; Demerzel is the customer. Source.

Módulo	Clase	Declaraciones públicas
cache	funciones	clear, get, hash_bytes, hash_file_content, invalidate_path, is_empty, len, new, put, stats
cache	estructuras	CacheKey, CacheStats, ContextCache
index	funciones	build, find_free_fn, find_inherent_method, find_trait_methods_by_name, lanczos, name, new, to_fn_id, top_level
index	estructuras	DefSite, FileIndex, Hello, ProjectIndex, Solver, World
index	enumeraciones	IndexError, SymbolKey
index	traits	Greet
mcp	funciones	alpha, beta, gamma, handle_json_request, handle_walk_request
mcp	estructuras	BudgetParams, StrategyParams, WalkRequest, WalkResponse
mcp	enumeraciones	WalkError
model	funciones	commit_id, file_id, fn_id, id, meta, module_id
model	estructuras	CommitNode, ContextBundle, ContextEdge, FileNode, FunctionNode, ModuleNode, NodeMeta, SymbolNode, TestNode, WalkStep
model	enumeraciones	ContextNode, EdgeProvenance, NodeProvenance, ResolvedOrAmbiguous, WalkAction
resolve	funciones	new, resolve
resolve	estructuras	CallSiteResolver, Hello, Rx, World
resolve	traits	Greet
walk	funciones	alpha, beta, caller, consumer, default_generous, delta, epsilon, gamma, helper, new, walk_from_free_fn
walk	estructuras	WalkBudget, Walker
walk	enumeraciones	WalkStrategy

ix-dashboard

Módulo	Clase	Declaraciones públicas
app	funciones	new, next, next_tab, prev, prev_tab, refresh, row_count, select_next, select_prev, title
app	estructuras	App
app	enumeraciones	Tab
app	constantes	ALL
reader	funciones	load_all, read_beliefs, read_evolution, read_pdca, read_signals
state	estructuras	BeliefState, ConscienceSignal, DashboardData, EvolutionEntry, EvolutionEvent, PdcaState
state	enumeraciones	TetraValue
views	funciones	render_beliefs, render_conscience, render_evolution, render_pdca, render_status, render_tabs

ix-demo

Módulo	Clase	Declaraciones públicas
demos::category	funciones	ui
demos::category	estructuras	CategoryDemo
demos::chaos	funciones	ui
demos::chaos	estructuras	ChaosDemo
demos::clustering	funciones	ui
demos::clustering	estructuras	ClusteringDemo
demos::evolution	funciones	ui
demos::evolution	estructuras	EvolutionDemo
demos::fractal	funciones	ui
demos::fractal	estructuras	FractalDemo
demos::game_theory	funciones	ui
demos::game_theory	estructuras	GameTheoryDemo
demos::governance	funciones	ui
demos::governance	estructuras	GovernanceDemo
demos::gpu_kernels	funciones	ui
demos::gpu_kernels	estructuras	GpuKernelsDemo
demos::ik_chain	funciones	ui
demos::ik_chain	estructuras	IKChainDemo
demos::neural_net	funciones	ui
demos::neural_net	estructuras	NeuralNetDemo
demos::number_theory	funciones	ui
demos::number_theory	estructuras	NumberTheoryDemo
demos::optimization	funciones	ui
demos::optimization	estructuras	OptimizationDemo
demos::pipeline_editor	funciones	ui
demos::pipeline_editor	estructuras	PipelineEditor, YamlRun
demos::pipeline_editor	enumeraciones	RunStatus
demos::pipeline_editor::nodes	funciones	input_sockets, output_sockets, registry_skill, title
demos::pipeline_editor::nodes	estructuras	Socket
demos::pipeline_editor::nodes	enumeraciones	HexValue, IxNode, NormMethod
demos::pipeline_editor::nodes	constantes	fn
demos::pipeline_editor::sockets	funciones	color
demos::pipeline_editor::sockets	enumeraciones	SocketType
demos::pipeline_editor::sockets	constantes	fn
demos::pipeline_editor::viewer	estructuras	IxViewer
demos::probabilistic	funciones	ui
demos::probabilistic	estructuras	ProbabilisticDemo
demos::regression	funciones	ui
demos::regression	estructuras	RegressionDemo
demos::reinforcement	funciones	ui
demos::reinforcement	estructuras	ReinforcementDemo
demos::rotation	funciones	ui
demos::rotation	estructuras	RotationDemo
demos::search	funciones	ui
demos::search	estructuras	SearchDemo
demos::sedenion	funciones	ui
demos::sedenion	estructuras	SedenionDemo
demos::signal	funciones	ui
demos::signal	estructuras	SignalDemo
demos::stats	funciones	ui
demos::stats	estructuras	StatsDemo
demos::topology	funciones	ui
demos::topology	estructuras	TopologyDemo
demos::transformer	funciones	ui
demos::transformer	estructuras	TransformerDemo

ix-duck

ix-duck — an in-process DuckDB “analyst bench” over IX telemetry, with IX algorithms exposed as SQL UDFs. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	open_bench, open_readonly
chatbot	funciones	build_grounding, build_traces, check_regressions, exit_code, grounding_report, grounding_summary, latency_outliers, routing_method_share, ungrounded, weak_intents, write_contract
chatbot	estructuras	GateReport, GroundingAssessment, Regression
chatbot	enumeraciones	ChatbotError
chatbot	alias de tipo	LatencyOutlier
loops	funciones	artifact_churn, build_loop_iterations, loop_summary, oscillating_loops, recurring_worst_items
loops	estructuras	LoopSummary
loops	alias de tipo	LoopError
maintain	funciones	evaluate, exit_code
maintain	estructuras	Evidence, IterationScope, MaintainConfig, MaintainInputs, MaintainVerdict, Signal
maintain	enumeraciones	MaintainError
maintain::git	funciones	dirty, forged, unverifiable, verified
maintain::ledger	funciones	append, append_to_ledger, build_snapshot, maintain_trend, materialize, new, summarize, write_snapshot_atomic
maintain::ledger	estructuras	SnapshotSignal, TrendSummary, VerdictLedger, VerdictSnapshot
mesh	funciones	correlate, install_pipeline_catalog, lead_name
mesh	estructuras	MeshConfig, MeshResult
mesh	enumeraciones	CentralityKind
ood	funciones	build_query_embeddings, flag_ood, ood_scores
ood	alias de tipo	OodError
routing	funciones	build_routing_evals, intent_regressions, overall_trend, weakest_intents
routing	alias de tipo	RoutingError, TrendRow
source	funciones	materialize, materialize_files, select_files, sql_list
source	estructuras	ArtifactLens, Col, Files
source	enumeraciones	ColSource, SourceError
source	constantes	READ_FLAGS, fn
udf	funciones	register_all

ix-duck-ext

ix-duck-ext — loadable DuckDB C-API extension exposing IX algorithms as SQL. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	ix_extension_init
optick	estructuras	IxOptickScan, OptickScanBind, OptickScanInit

ix-dynamics

Continuous dynamics for the machin ML toolkit. Source.

Módulo	Clase	Declaraciones públicas
error	enumeraciones	DynamicsError
ik	funciones	dof, forward, forward_transform, jacobian, new, prismatic, revolute, solve_ccd, solve_jacobian, with_limits
ik	estructuras	Chain, Joint
ik	enumeraciones	JointType
lie	funciones	hat, norm_sq, pauli_matrices, quaternion_from_su2, se3_exp, so3_bracket, so3_exp, so3_log, su2_from_quaternion, vee
lie	estructuras	Complex
neural_ode	funciones	dopri5_step, new, rk4_step, solve, solve_adaptive
neural_ode	estructuras	NeuralOde

ix-ensemble

Ensemble methods: bagging, random forest, boosting. Source.

Módulo	Clase	Declaraciones públicas
gradient_boosting	funciones	new, with_min_samples_leaf
gradient_boosting	estructuras	GradientBoostedClassifier
random_forest	funciones	new, with_max_features, with_seed
random_forest	estructuras	RandomForest
traits	traits	EnsembleClassifier

ix-evolution

Evolutionary algorithms: genetic algorithms, genetic programming, differential evolution, and selection operators. Source.

Módulo	Clase	Declaraciones públicas
differential	funciones	minimize, new, with_bounds, with_crossover_prob, with_generations, with_mutation_factor, with_population_size, with_seed
differential	estructuras	DifferentialEvolution
frontier	funciones	frontier, new, to_csv
frontier	estructuras	FrontierObjective, FrontierRow, ObjectiveRow
frontier	enumeraciones	FrontierError
frontier	constantes	DIRECTION_MAX, DIRECTION_MIN
genetic	funciones	minimize, new, with_bounds, with_generations, with_mutation_rate, with_population_size, with_seed
genetic	estructuras	GeneticAlgorithm
pareto	funciones	front, new, rank, rank_of
pareto	estructuras	Candidate, ParetoArchive
pareto	enumeraciones	Objective, ParetoError
selection	funciones	rank, roulette, tournament
traits	funciones	new, with_fitness
traits	estructuras	EvolutionResult, RealIndividual
traits	traits	Individual

ix-fractal

Módulo	Clase	Declaraciones públicas
de_rham	funciones	de_rham_curve_1d, de_rham_interpolate
ifs	funciones	barnsley_fern_maps, ifs_iterate, koch_snowflake_maps, sierpinski_maps
ifs	estructuras	AffineMap
lsystem	funciones	dragon_curve, expand, interpret, koch_curve, sierpinski_arrowhead
lsystem	estructuras	LSystem, TurtleState
space_filling	funciones	hilbert_curve, hilbert_d2xy, morton_decode, morton_encode, peano_curve
takagi	funciones	takagi, takagi_series

ix-fuzzy

Primitive #5 of the harness primitives roadmap (docs/brainstorms/2026-04-10-ix-harness-primitives.md). Source.

Módulo	Clase	Declaraciones públicas
builder	funciones	accumulate, combine, finalize, new
builder	estructuras	FuzzyBuilder
builder	enumeraciones	Combiner
distribution	funciones	argmax, argmax_mass, get, is_empty, is_sharp, iter, len, new, pure, renormalize, uniform
distribution	estructuras	FuzzyDistribution
distribution	constantes	SUM_TOLERANCE
error	enumeraciones	FuzzyError
hexavalent	funciones	escalation_triggered, hexavalent_argmax, hexavalent_from_tpudfc, hexavalent_not, try_sharpen
hexavalent	constantes	ESCALATION_THRESHOLD, SHARPEN_THRESHOLD
hexavalent	alias de tipo	HexavalentDistribution
observations	funciones	action_and_aspect, belnap_weight, dedup_key, is_negative, is_positive, merge, merge_all, merge_with_default_staleness
observations	estructuras	HexObservation, MergedState
observations	constantes	DEFAULT_STALENESS_K, MERGE_SOURCE, META_CONFLICT_ASPECT
ops	funciones	and, not_generic, or

ix-game

Game theory toolkit. Source.

Módulo	Clase	Declaraciones públicas
auction	funciones	all_pay_auction, dutch_auction, english_auction, first_price_auction, revenue_equivalence_test, second_price_auction
auction	estructuras	AuctionResult, Bid
cooperative	funciones	banzhaf_index, grand_coalition, is_in_core, is_superadditive, new, set_value, set_value_for, shapley_value, value, weighted_voting_game
cooperative	estructuras	CooperativeGame
evolutionary	funciones	find_ess, hawk_dove_matrix, is_ess, replicator_dynamics, rps_matrix, two_population_replicator
grammar_replicator	funciones	replicator_step_vector, simulate_vector
mean_field	funciones	congestion_payoff, find_equilibrium, logit_dynamics, new, payoffs, qre_logit
mean_field	estructuras	MeanFieldGame
mechanism	funciones	add_player, is_individually_rational, is_weakly_budget_balanced, myerson_optimal_reserve, new, run
mechanism	estructuras	Player, VcgMechanism, VcgResult
nash	funciones	best_response_a, best_response_b, dominant_strategy_equilibrium, expected_payoff_a, expected_payoff_b, fictitious_play, is_nash_equilibrium, new, num_strategies_a, num_strategies_b, support_enumeration, zero_sum
nash	estructuras	BimatrixGame, StrategyProfile

ix-governance

Demerzel governance: constitutions, personas, policies, and tetravalent logic. Source.

Módulo	Clase	Declaraciones públicas
constitution	funciones	check_action, load, parse_str
constitution	estructuras	Article, ArticleRef, ComplianceResult, Constitution
error	enumeraciones	GovernanceError
error	alias de tipo	Result
feedback	funciones	calibrate, deserialize, detect, new, predict, read_beliefs, read_evolution_logs, read_pdca_records, serialize
feedback	estructuras	AnomalyDetector, Assessment, BeliefFile, ConfidenceCalibrator, ConstitutionalCheck, EffectivenessAssessment, Evidence, EvidenceDetail, EvolutionEvent, EvolutionLog, EvolutionMetrics, MlEvidence, MlFeedbackRecommendation, PdcaRecord, Recommendation, StalenessPredictor, StateReader
karnaugh	funciones	cells_matching, display, display_named, evaluate, get, minimal_cover, new, prime_implicants, set, truth_table
karnaugh	estructuras	Implicant, KarnaughMap
persona	funciones	list_personas, load, load_by_name
persona	estructuras	InteractionPatterns, Persona, Provenance, Voice
policy	funciones	load, should_escalate
policy	estructuras	AlignmentPolicy, ConfidenceThresholds, Policy
policy	enumeraciones	EscalationLevel
remediation_optimizer	funciones	optimize, optimize_with_quality_trends
remediation_optimizer	estructuras	RemediationAction, RemediationOptimizer, RemediationPlan, ResourceRequirements, Timeline
remediation_optimizer	enumeraciones	Priority
research_anomaly	funciones	assess_paradigm, cluster, read_anomalies
research_anomaly	estructuras	AnomalyCluster, AnomalyClusterer, ParadigmAssessment, ResearchAnomaly
tetravalent	funciones	add_contradicting, add_supporting, all, and, equiv, implies, is_definite, is_indefinite, new, or, resolve, update, xor
tetravalent	estructuras	BeliefState, EvidenceItem
tetravalent	enumeraciones	ResolvedAction, TruthValue
tetravalent	constantes	fn
violation_pattern	funciones	analyze
violation_pattern	estructuras	ArticleViolationSummary, ViolationCorrelation, ViolationPatternAnalyzer, ViolationPatternReport
violation_pattern	enumeraciones	TrendDirection
weight_evolution	funciones	detect_transfers, read_outcomes, train
weight_evolution	estructuras	ResearchOutcome, TransferOpportunity, WeightEvolver, WeightRecommendation

ix-gpu

GPU-accelerated compute via WGPU. Source.

Módulo	Clase	Declaraciones públicas
assign	funciones	nearest_centroid_cpu
batch	funciones	batch_top_k, similarity_matrix, similarity_matrix_cpu, similarity_matrix_gpu, top_k_similar
bsp_knn	funciones	bsp_knn_cpu, bsp_knn_gpu
context	funciones	backend, create_buffer_init, create_compute_pipeline, create_output_buffer, create_readback_buffer, gpu_name, new, read_buffer
context	estructuras	GpuContext
context	enumeraciones	GpuError
distance	funciones	pairwise_distance_cpu, pairwise_distance_gpu
knn	funciones	batch_knn_cpu, batch_knn_gpu
matmul	funciones	matmul_cpu, matmul_gpu
quaternion	funciones	batch_quaternion_rotate_cpu, batch_quaternion_rotate_gpu
rips	funciones	rips_complex_cpu, rips_complex_gpu, rips_edges_cpu, rips_edges_gpu
sedenion	funciones	batch_sedenion_mul_cpu, batch_sedenion_mul_gpu
similarity	funciones	cosine_similarity_cpu, cosine_similarity_gpu, dot_product_gpu, euclidean_distance_cpu

ix-grammar

Probabilistic grammar infrastructure for TARS integration. Source.

Módulo	Clase	Declaraciones públicas
abnf	funciones	parse
abnf	estructuras	ParseError
catalog	funciones	all, by_format, by_language, by_topic, counts
catalog	estructuras	GrammarCatalog, GrammarCatalogCounts, GrammarEntry
catalog	enumeraciones	GrammarFormat
catalog	constantes	CATALOG
constrained	funciones	alternatives, derivation, from_str, is_terminal, new, search_derivation, stack
constrained	estructuras	EbnfGrammar, GrammarAction, GrammarMctsState, MctsResult
ebnf	funciones	parse
ebnf	estructuras	ParseError
replicator	funciones	detect_ess, new, replicator_step, simulate
replicator	estructuras	GrammarSpecies, SimulationResult
weighted	funciones	bayesian_update, load, new, save, select_weighted, softmax
weighted	estructuras	WeightedRule
weighted	alias de tipo	RuleId

ix-graph

Graph algorithms, Markov chains, state space exploration, and agent routing for token-efficient skill dispatch. Source.

Módulo	Clase	Declaraciones públicas
graph	funciones	add_edge, add_undirected_edge, betweenness_centrality, bfs, closeness_centrality, connected_components, degree_centrality, dfs, dijkstra, eigenvector_centrality, neighbors, new, pagerank, shortest_path, topological_sort, with_nodes
graph	estructuras	Graph
hmm	funciones	backward, baum_welch, forward, forward_backward, map_estimate, n_observations, n_states, new, viterbi
hmm	estructuras	HiddenMarkovModel
markov	funciones	is_absorbing_state, is_ergodic, mean_first_passage, n_states, new, simulate, state_distribution, stationary_distribution, with_names
markov	estructuras	AbsorbingChain, MarkovChain
routing	funciones	add_skill, build_graph, new, rank_skills, route
routing	estructuras	RoutePlan, SkillNode, SkillRouter
state_space	funciones	astar, beam_search
state_space	estructuras	SearchResult
state_space	traits	State

ix-harness-cargo

Harness adapter — cargo test --format=json output → SessionEvent::ObservationAdded stream. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	cargo_to_observations, compute_stats
(crate root)	estructuras	CargoStats
(crate root)	enumeraciones	AdapterError
(crate root)	constantes	SOURCE

ix-harness-clippy

Harness adapter — cargo clippy --message-format=json output → SessionEvent::ObservationAdded stream. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	clippy_to_observations
(crate root)	enumeraciones	AdapterError
(crate root)	constantes	SOURCE

ix-harness-ga

Stub harness adapter — Guitar Alchemist governance events → SessionEvent::ObservationAdded stream. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	ga_to_observations
(crate root)	estructuras	GaGovernanceEvent
(crate root)	enumeraciones	AdapterError, GaEventKind, GaSeverity
(crate root)	constantes	SOURCE

ix-harness-github-actions

Harness adapter — GitHub Actions workflow run summary → SessionEvent::ObservationAdded stream. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	github_actions_to_observations
(crate root)	estructuras	Input, Job, Run, Step
(crate root)	enumeraciones	AdapterError
(crate root)	constantes	SOURCE

ix-harness-signing

Phase A of the harness signature layer — canonical serialization, Ed25519 sign/verify, and a minimal key-registry type. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	canonical_form, compute_key_id, generate_key, sign, verify
(crate root)	estructuras	Signature
(crate root)	enumeraciones	SignatureAlgorithm, SigningError

ix-harness-tars

Harness adapter — tars ComprehensiveDiagnostics → SessionEvent stream. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	tars_to_observations
(crate root)	enumeraciones	AdapterError
(crate root)	constantes	SOURCE

ix-invariant-coverage

Invariant-catalog coverage analysis. Source.

Módulo	Clase	Declaraciones públicas
coverage	funciones	coverage_gaps, error, from_path, new, orphan_invariants, rank, redundancy_pairs, report, shape, wrap
coverage	estructuras	CoverageMatrix, Exemplar, Firings, FiringsEnvelope, Problem, Report
coverage	enumeraciones	Error, OptimalityVerdict
invariant	funciones	parse_catalog, parse_catalog_str, short
invariant	estructuras	Invariant
invariant	enumeraciones	InvariantStatus
producer	funciones	cardinality, contains, from_pcs, icv, invert, new, produce_firings, rotational_symmetry, transpose
producer	estructuras	PcSet
report	funciones	render_markdown

ix-io

Data ingestion and output for the machin ML toolkit. Source.

Módulo	Clase	Declaraciones públicas
csv_io	funciones	column_names, create, from_path, load_csv_matrix, load_csv_xy, new, read_csv, read_csv_string, write_batch_csv, write_csv
csv_io	estructuras	CsvSink, CsvSource
error	enumeraciones	IoError
http	funciones	checked_url, get, with_format, with_header, with_limits, with_max_bytes, with_timeout
http	estructuras	FetchLimits, HttpSource
http	enumeraciones	HttpMethod, PayloadFormat
http	constantes	DEFAULT_CONNECT_TIMEOUT, DEFAULT_TIMEOUT, MAX_RESPONSE_BYTES
json_io	funciones	batch_to_json, column_names, create, from_path, new, read_json_file, read_json_string, read_ndjson_string, write_json_file
json_io	estructuras	NdjsonSink, NdjsonSource
pipe	funciones	new, path, read_from_pipe, write_batch_to_pipe, write_to_pipe
pipe	estructuras	PipeConfig
protocol	funciones	as_row, column, drain, is_empty, len, new, pump, push, remaining, split_xy, to_array2, with_columns
protocol	estructuras	BatchSource, DataBatch
protocol	enumeraciones	DataRecord
protocol	traits	DataSink, DataSource
tcp	funciones	new
tcp	estructuras	TcpDataClient, TcpDataServer
trace_bridge	funciones	compute_stats, default_trace_dir, load_trace, load_traces, traces_to_csv_rows
trace_bridge	estructuras	Trace, TraceEvent, TraceStats
watcher	funciones	new, next_event, pending_events, watch_file_loop
watcher	estructuras	FileWatcher
watcher	enumeraciones	FileEvent
websocket	funciones	new, with_subscribe
websocket	estructuras	WebSocketSource

ix-ixql

ix-ixql — parser and evaluator for IXQL, the language Demerzel writes its governance pipelines in (Demerzel/pipelines/*.ixql). Source.

Módulo	Clase	Declaraciones públicas
ast	funciones	as_str, holds, matches, render
ast	estructuras	Verdict, VerdictArm, VerdictGuard
ast	enumeraciones	BinaryOp, CompoundOp, ConfidenceOp, Expr, Literal, PipeStep, Statement, UnaryOp
ast	alias de tipo	Block
capability	funciones	judged, new, plain, register
capability	estructuras	CallArgs, Capabilities, Produced
capability	enumeraciones	RegistrationError
capability	traits	Capability
compile	funciones	as_str, compile, compile_program, level_of, schedule, stages, to_pipeline_spec, to_plan_csv, to_schedule_csv, topological_order
compile	estructuras	CompiledPlan, Stage
compile	enumeraciones	CompileError, StageKind
compile	constantes	ELEMENT_SCOPED_FUNCTIONS
eval	funciones	baml_registry, binding, capabilities, new, run, run_source, schema_gate
eval	estructuras	Executor, GateRecord, RunOutcome, WriteRecord
eval	enumeraciones	CompoundRecord, EvalError, RunError
host	funciones	at, dotnet_format_to_chrono, files, frozen, new, seed
host	estructuras	FsHost, MemoryHost
host	enumeraciones	HostError
host	traits	Host
lexer	funciones	tokenize
lexer	estructuras	LexError, Token
lexer	enumeraciones	Tok
parser	funciones	parse_expression, parse_program
parser	enumeraciones	ParseError
path	funciones	normalize
path	enumeraciones	PathError
schema	funciones	check, is_empty, new, register
schema	estructuras	SchemaGate, SchemaViolation

ix-ktheory

Algebraic K-theory for the machin ML toolkit. Source.

Módulo	Clase	Declaraciones públicas
error	enumeraciones	KTheoryError
graph_k	funciones	detect_feedback_cycles, k0_from_adjacency, k1_from_adjacency, resource_invariant
graph_k	estructuras	KGroupResult
mayer_vietoris	funciones	consistency_check, detect_inconsistency, expected_union_k0, k0_consistency

ix-loop-detect

First concrete primitive of the ix-middleware stack (see docs/brainstorms/2026-04-10-ix-harness-primitives.md, item 2). Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	clear_all, clear_key, config, count, is_blocked, new, record, record_at, tracked_keys, with_defaults
(crate root)	estructuras	LoopDetector, LoopDetectorConfig
(crate root)	enumeraciones	LoopVerdict
middleware	funciones	detector, from_shared, new, with_defaults
middleware	estructuras	LoopDetectMiddleware

ix-manifold

Pure-Rust manifold learning. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	fit_transform, new, with_early_exaggeration, with_epochs, with_learning_rate, with_n_iter, with_perplexity, with_seed, with_target_dim, with_theta
(crate root)	estructuras	BarnesHutTsne, Tsne

ix-math

Core math primitives for the machin ML toolkit. Source.

Módulo	Clase	Declaraciones públicas
activation	funciones	leaky_relu, leaky_relu_derivative, linear, linear_derivative, relu, relu_array, relu_derivative, sigmoid, sigmoid_array, sigmoid_derivative, softmax, swish, swish_derivative, tanh_act, tanh_array, tanh_derivative
bsp	funciones	from_points, insert, is_empty, k_nearest, len, nearest_neighbor, new, query_radius, query_region
bsp	estructuras	BspTree
bsp	alias de tipo	Point
calculus	funciones	derivative, numerical_gradient, numerical_hessian
convergence	funciones	converged, new, with_max_iterations, with_tolerance
convergence	estructuras	Convergence
distance	funciones	chebyshev, cosine_distance, cosine_similarity, euclidean, euclidean_squared, manhattan, minkowski
dual_quaternion	funciones	conjugate, from_rotation_translation, identity, inverse, norm, normalize, sclerp, to_rotation_translation, transform_point
dual_quaternion	estructuras	DualQuaternion
eigen	funciones	symmetric_eigen, symmetric_eigen_with_opts
error	enumeraciones	MathError
geometric_space	funciones	distance
geometric_space	enumeraciones	GeometricSpace
hyperbolic	funciones	exp_map, geodesic, hyperboloid_to_poincare, init_embeddings, log_map, mobius_add, mobius_scalar_mul, pairwise_distances, poincare_distance, poincare_distance_sq, poincare_to_hyperboloid, project_to_ball, riemannian_gradient, riemannian_sgd_step, riemannian_sgd_step_expmap
inference	funciones	iqr, js_divergence, kl_divergence, ks_two_sample, kurtosis, mad, mann_whitney_u, pearson, quantile, shannon_entropy, skewness, welch_t_test, zscore
inference	estructuras	TestResult
linalg	funciones	col_mean, determinant, eye, inverse, matmul, matvec, standardize, trace, transpose
plucker	funciones	closest_point_to_origin, distance_between, from_point_direction, from_two_points, intersects, reciprocal_product
plucker	estructuras	PluckerLine
poincare_hierarchy	funciones	children, depth_ranking, fit, hierarchy_map_score, infer_parents, infer_tree, is_ancestor, leaves, new, norm, root, with_epochs, with_learning_rate, with_neg_samples, with_seed
poincare_hierarchy	estructuras	HierarchyDecoder, PoincareEmbedder
preprocessing	funciones	drop_nan_rows, fit, fit_transform, infer_task_type, inverse_transform, new, train_test_split, transform
preprocessing	estructuras	MinMaxScaler, SplitResult, StandardScaler
preprocessing	enumeraciones	InferredTask
primes	funciones	is_prime, nth_prime, prime_factors, prime_triplets, sieve_of_eratosthenes
quaternion	funciones	conjugate, dot, exp, from_axis_angle, identity, inverse, is_unit, ln, new, nlerp, norm, norm_squared, normalize, rotate_vector, scale, slerp, to_rotation_matrix, try_slerp
quaternion	estructuras	Quaternion
random	funciones	normal_matrix, normal_vector, sample_indices, seeded_rng, shuffle_indices, uniform_matrix, uniform_vector
sedenion	funciones	basis, conjugate, dot, from_octonion_pair, from_real, norm, norm_squared, normalize, one, scale, to_octonion_pair, zero
sedenion	estructuras	Sedenion
stats	funciones	correlation_matrix, covariance_matrix, mean, median, min_max, sample_variance, std_dev, variance
svd	funciones	pseudo_inverse, rank, reconstruct, singular_values, svd, svd_with_opts, truncated_svd
svd	estructuras	SvdResult

ix-memory

Experimental compact memory formats for session history over mathematical spaces. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	constantes	MEM_FORMAT_VERSION
dna	funciones	bits, decode_codon_with_redundancy, from_bases, from_bits, pack, primary_codon, to_bases, unpack
dna	estructuras	Codon
dna	enumeraciones	Base, EventTag
hrr	funciones	bind, bundle, components, correlate, cosine_similarity, decode, dim, encode, get, new, random_seeded, zero
hrr	estructuras	HrrVector, SymbolRegistry
hrr	constantes	DEFAULT_DIM
mem_file	funciones	decode, encode, new
mem_file	estructuras	MemFile
mem_file	enumeraciones	MemFileError
mem_file	constantes	KIND_DNA, KIND_HRR, KIND_SEDENION, MAGIC
sedenion_sig	funciones	decode, distance, encode, fold, from_basis_pair, from_seed, sedenion, zero
sedenion_sig	estructuras	SessionSignature, SignatureAtom

ix-net

Networking-related catalogs and helpers for ix. Source.

Módulo	Clase	Declaraciones públicas
rfc_catalog	funciones	all, by_number, by_status, by_topic, counts, current_standard_for, obsolescence_chain
rfc_catalog	estructuras	RfcCatalog, RfcCatalogCounts, RfcEntry
rfc_catalog	enumeraciones	RfcCategory, RfcStatus
rfc_catalog	constantes	CATALOG

ix-nn

Neural network primitives: layers, backpropagation, loss functions, attention mechanisms, positional encodings, and transformer building blocks. Source.

Módulo	Clase	Declaraciones públicas
attention	funciones	attention_backward, causal_mask, multi_head_attention, multi_head_attention_backward, multi_head_attention_forward_cache, multi_head_attention_gpu, scaled_dot_product_attention, scaled_dot_product_attention_gpu, softmax_2d, try_gpu
classifier	funciones	losses, new
classifier	estructuras	TransformerClassifier, TransformerConfig, TransformerRegressor
classifier	enumeraciones	LrSchedule
clip	funciones	clip_grad_norm, clip_grad_norm_2d, clip_grad_value, clip_grad_value_2d
dropout	funciones	backward_2d, backward_3d, forward_train_2d, forward_train_3d, new
dropout	estructuras	Dropout
initializers	funciones	he, xavier, zeros
layer	funciones	new
layer	estructuras	Dense
layer	traits	Layer
loss	funciones	binary_cross_entropy, binary_cross_entropy_gradient, mse_gradient, mse_loss
network	funciones	backward, fit, forward, is_empty, len, new, push, train_step
network	estructuras	Sequential
norm	funciones	backward, forward, forward_cache, forward_inference, forward_train, new
norm	estructuras	BatchNorm, LayerNorm, RMSNorm
norm	traits	Normalize
positional	funciones	alibi_bias, alibi_slopes, learned_embedding, rope_rotate, sinusoidal_encoding
transformer	funciones	backward, forward, forward_cache, forward_cache_gpu, gelu, gelu_derivative, new, new_with_dropout, swiglu
transformer	estructuras	FeedForward, TransformerBlock, TransformerStack

ix-number-theory

Módulo	Clase	Declaraciones públicas
crt	funciones	chinese_remainder_theorem
elliptic	funciones	add, curve_order_naive, is_on_curve, new, scalar_mul
elliptic	estructuras	EllipticCurve
elliptic	enumeraciones	Point
modular	funciones	extended_gcd, gcd, lcm, mod_inverse, mod_pow
primality	funciones	is_prime_fermat, is_prime_miller_rabin, is_prime_trial
primes	funciones	prime_counting, prime_gaps, prime_triplets, twin_primes
sieve	funciones	segmented_sieve, sieve_of_atkin, sieve_of_eratosthenes
totient	funciones	divisor_count, divisor_sum, euler_totient, mobius, totient_sieve

ix-optick

Memory-mapped OPTIC-K v4 index reader with brute-force cosine search. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	compute_schema_hash, count, dimension, header, instrument_of, metadata, open, search, vector, vectors
(crate root)	estructuras	InstrumentSlice, OptickHeader, OptickIndex, SearchResult, VoicingMetadata
(crate root)	enumeraciones	OptickError

ix-optick-sae

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	validate_artifact, validate_coverage
(crate root)	estructuras	ActivationsCoverage, ArtifactLinks, FeaturesSummary, InputMeta, ModelConfig, SaeArtifact, SaeMetrics, TrainingConfig
(crate root)	enumeraciones	ValidationError
(crate root)	constantes	DEAD_FEATURES_PCT_GUARDRAIL, MIN_COVERAGE_PCT, OPTICK_ROW_SPLIT, PHASE1_PARTITIONS, RECONSTRUCTION_MSE_GUARDRAIL, SCHEMA_VERSION
trainer	funciones	run_python_trainer
trainer	estructuras	TrainConfig
trainer	enumeraciones	TrainerError
trainer	constantes	EXIT_DEAD_FEATURES, EXIT_MSE_FAIL, EXIT_RECONCILIATION_FAILED, fn

ix-optimize

Optimization algorithms: gradient descent variants, simulated annealing, particle swarm optimization, and convergence utilities. Source.

Módulo	Clase	Declaraciones públicas
annealing	funciones	minimize, new, with_cooling, with_max_iterations, with_seed, with_step_size, with_temp
annealing	estructuras	SimulatedAnnealing
annealing	enumeraciones	CoolingSchedule
gradient	funciones	minimize, new, with_betas
gradient	estructuras	Adam, Momentum, SGD
pso	funciones	minimize, new, with_bounds, with_max_iterations, with_particles, with_seed
pso	estructuras	ParticleSwarm
traits	estructuras	ClosureObjective, OptimizeResult
traits	traits	ObjectiveFunction, Optimizer

ix-petri

A [PetriNet] is places, transitions, weighted arcs and a marking. Source.

Módulo	Clase	Declaraciones públicas
analysis	funciones	analyze, explore, fails, holds, markings, successors, truncated, with_max_states, witness
analysis	estructuras	Analysis, Bounds, Deadlock, Limits, ReachabilityGraph, UnboundedWitness
analysis	enumeraciones	Verdict
models	funciones	dining_philosophers
models	enumeraciones	ForkProtocol
net	funciones	arc, arc_with_id, build, builder, covers, describe_marking, enabled, fire, get, initial_marking, is_empty, is_enabled, label, label_sequence, len, name, named_place, named_transition, new, place, place_index, places, strictly_covers, tokens, total, transition, transition_index, transitions, weighted_arc
net	estructuras	Marking, PetriNet, PetriNetBuilder, Place, Transition
net	enumeraciones	PetriError
pnml	funciones	read_pnml
pnml	estructuras	PnmlNet
pnml	enumeraciones	PnmlError
pnml	constantes	PNML_NAMESPACE, PTNET_TYPE
xml	funciones	new, next_event
xml	estructuras	XmlError, XmlReader
xml	enumeraciones	XmlEvent

ix-pipeline

DAG pipeline executor for skill orchestration. Source.

Módulo	Clase	Declaraciones públicas
builder	funciones	build, compute, cost, edge, input, input_field, new, no_cache, node, source, transform
builder	estructuras	NodeBuilder, PipelineBuilder
dag	funciones	add_edge, add_node, critical_path, edge_count, get, get_mut, has_path, in_degree, leaves, new, node_count, node_ids, out_degree, parallel_levels, predecessors, roots, successors, topological_sort
dag	estructuras	Dag
dag	enumeraciones	DagError
dag	alias de tipo	NodeId
executor	funciones	execute, final_outputs, output
executor	estructuras	NoCache, NodeResult, PipelineNode, PipelineResult
executor	enumeraciones	PipelineError
executor	traits	PipelineCache
executor	alias de tipo	ComputeFn
gate	funciones	allow_all
gate	estructuras	AllowAll
gate	traits	StageGate
gate	alias de tipo	SharedGate
lock	funciones	from_file, from_run, to_json_line, to_yaml_string, verify_chain
lock	estructuras	InputBinding, LockFile, LockedStage
lock	enumeraciones	LockError
lock	constantes	LOCK_SCHEMA
lower	funciones	bind_params, collect_param_names, lower, lower_with_gate
lower	enumeraciones	LowerError
spec	funciones	from_file, from_yaml_str, scaffold, to_yaml_string, validate_shape
spec	estructuras	PipelineSpec, StageSpec
spec	enumeraciones	SpecError

ix-probabilistic

Space-efficient probabilistic data structures. Source.

Módulo	Clase	Declaraciones públicas
bloom	funciones	bit_size, clear, contains, estimated_fp_rate, insert, is_empty, len, new, union, with_params
bloom	estructuras	BloomFilter
count_min	funciones	add, add_count, estimate, merge, new, total_count, with_error
count_min	estructuras	CountMinSketch
cuckoo	funciones	contains, insert, is_empty, len, load_factor, new, remove
cuckoo	estructuras	CuckooFilter
hyperloglog	funciones	add, count, error_rate, memory_bytes, merge, new, standard
hyperloglog	estructuras	HyperLogLog

ix-quality-trend

Aggregates timestamped quality snapshots from the GuitarAlchemist ecosystem (embedding diagnostics, voicing analysis audits, chatbot QA) and emits an executi…. Source.

Módulo	Clase	Declaraciones públicas
forecast	funciones	date_from_filename, dir_name, evaluate, extract_value, load_series, metric_label, parse
forecast	estructuras	EvalConfig, ForecastEval, Obs
forecast	enumeraciones	Category, Direction, Verdict
forecast	constantes	ALL, FEATURE_NAMES
gate_ledger	funciones	append_entry, new, query, read_ledger
gate_ledger	estructuras	GateEvidence, GateLedgerEntry, GateMetric, LedgerQuery, OperatorAck
gate_ledger	enumeraciones	EvidenceKind, GateDecision, LedgerError, LedgerLine, MetricTrendDir
report	funciones	all_trends, build_health_artifact, build_health_artifact_as_of, is_key_metric_name, render, summarize
report	estructuras	QualityAlert, QualityHealthArtifact, QualityTrendSummary
report	enumeraciones	QualityHealthStatus
report	constantes	DEFAULT_STALE_AFTER_DAYS
snapshot	funciones	all, consistency_pct, dir_name, display, effective_pass_pct, is_degraded, load_all, load_with, match_pct, partition_accuracy, total
snapshot	estructuras	BettiNumbers, ChatbotCategoryStats, ChatbotQaSnapshot, ChordRecognition, CountPct, CrossInstrumentConsistency, DatedSnapshot, EmbeddingsCorpus, EmbeddingsSnapshot, ForteCoverage, InvariantFailures, LeakDetection, LoadOptions, LoaderManifest, ManifestEntry, PartitionAccuracy, RetrievalConsistency, SnapshotSet, Topology, VoicingAnalysisSnapshot, VoicingCorpus, VoicingPerformance
snapshot	enumeraciones	LoadError, LoaderStatus, SnapshotCategory
trend	funciones	compute_trend, is_empty, latest, marker, new, previous, push, push_degraded, rolling_average, sparkline, with
trend	estructuras	DriftFlag, MetricSeries, MetricTrend, Point, RegressionFlag
trend	enumeraciones	TrendDirection

ix-quality-validate

ix-quality-validate — JSON-schema validator for the canonical dashboard envelope written to state/quality/<domain>/*.json. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	build_validator, is_ok, validate_path, validate_value, walk_and_validate
(crate root)	estructuras	FileReport
(crate root)	enumeraciones	FileStatus
(crate root)	constantes	SCHEMA_JSON

ix-registrar

ix-registrar — the Federation / registrar deep module (CONTEXT.md). Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	default_roots, drift, from_jsonl, is_clean, new, to_jsonl
(crate root)	estructuras	DriftReport, SourceRoot
(crate root)	traits	Record

ix-registry

Link-time capability registry for ix skills. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	all, by_domain, by_name, count, invoke, search
(crate root)	estructuras	SkillDescriptor, Socket
(crate root)	enumeraciones	SkillError
(crate root)	alias de tipo	SkillFn

ix-registry-check

Buf-style breaking-change detector for capability-registry.json. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	compare, has_breaking, load
(crate root)	estructuras	Finding, Registry, RegistryRepo
(crate root)	enumeraciones	CheckError, Severity

ix-rl

Reinforcement learning: environments, bandits, Q-learning. Source.

Módulo	Clase	Declaraciones públicas
bandit	funciones	new, select_arm, update
bandit	estructuras	EpsilonGreedy, ThompsonSampling, UCB1
env	funciones	default_5x5, new, num_actions, num_states, state_index
env	estructuras	GridWorld
q_learning	funciones	new, select_action_index, train_gridworld, update_index, with_discount, with_epsilon, with_learning_rate
q_learning	estructuras	QLearning, Sarsa
traits	traits	Agent, Environment

ix-rotation

3D rotation mathematics: quaternions, dual quaternions, SLERP, Euler angles, rotation matrices, axis-angle, and Plücker coordinates. Source.

Módulo	Clase	Declaraciones públicas
axis_angle	funciones	from_quaternion, from_rotation_matrix, to_quaternion
dual_quaternion	funciones	conjugate, from_rotation_translation, mul, normalize, transform_point
dual_quaternion	estructuras	DualQuaternion
euler	funciones	from_quaternion, gimbal_lock_check, to_quaternion
euler	enumeraciones	EulerOrder
plucker	funciones	closest_distance, from_two_points, lines_intersect, reciprocal_product
plucker	estructuras	PluckerLine
quaternion	funciones	conjugate, dot, from_axis_angle, identity, inverse, mul, new, norm, normalize, rotate_point, to_rotation_matrix
quaternion	estructuras	Quaternion
rotation_matrix	funciones	from_quaternion, is_rotation_matrix, orthogonalize, to_quaternion
slerp	funciones	slerp, slerp_array

ix-sanitize

ix-sanitize — injection regex stripper, source envelope wrapper, and Confidential/Unknown verdict gate for governance pipelines. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	new, sanitize, try_new, verdict_gate, wrap_envelope
(crate root)	estructuras	SanitizedText, Sanitizer
(crate root)	enumeraciones	GateVerdict, SanitizeError, TrustLevel

ix-search

Search algorithms toolkit. Source.

Módulo	Clase	Declaraciones públicas
adversarial	funciones	alpha_beta, expectiminimax, minimax, negamax
adversarial	estructuras	AdversarialResult
adversarial	traits	GameState, StochasticGameState
astar	funciones	astar, bidirectional_astar, greedy_best_first, uniform_cost_search, weighted_astar
astar	estructuras	SearchResult
astar	traits	SearchState
data_search	funciones	binary_search, contains, exponential_search, get, insert, interpolation_search, is_empty, jump_search, len, linear_search, load_factor, new, remove, ternary_search_max
data_search	estructuras	HashTable
local	funciones	beam_search, hill_climbing, random_restart_hill_climbing, stochastic_hill_climbing, tabu_search
local	traits	LocalSearchState
mcts	funciones	mcts_search, weighted_ucb1
mcts	traits	MctsState
qstar	funciones	compare_qstar_vs_astar, new, qstar_bounded, qstar_search, qstar_two_head, qstar_weighted, set
qstar	estructuras	QStarResult, TabularQ
qstar	traits	QFunction
uninformed	funciones	bfs, depth_limited_search, dfs, iddfs

ix-sedenion

Módulo	Clase	Declaraciones públicas
bsp	funciones	build, query_nearest, query_radius
bsp	enumeraciones	BspNode
cayley_dickson	funciones	conjugate, double_conjugate, double_multiply, double_norm, mul, new, norm, one, zero
cayley_dickson	estructuras	CayleyDickson
octonion	funciones	add, basis, conjugate, inverse, mul, new, norm, norm_squared, one, scale, sub, zero
octonion	estructuras	Octonion
sedenion	funciones	add, basis, conjugate, exp, inverse, log, mul, new, norm, norm_squared, one, scale, sub, zero
sedenion	estructuras	Sedenion

ix-sentinel

Módulo	Clase	Declaraciones públicas
catalog	funciones	load
catalog	estructuras	CatalogEntry
report	funciones	generate

ix-sentrux-annotations

Bridge: sentrux structural-rule findings → AI annotation contract. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	enumeraciones	Error
(crate root)	constantes	DEFAULT_SENTRUX_EXE, DEFAULT_SIDECAR_PATH, DEFAULT_UNTESTED_SIDECAR_PATH, SENTRUX_AUTHOR
convert	funciones	kind_for_rule, violation_to_annotation
emit	funciones	emit_inline, emit_sidecar
emit	estructuras	EmitOutcome
mcp_bridge	funciones	run_sentrux_check, run_sentrux_test_gaps
mcp_bridge	estructuras	SentruxConfig
rules_response	funciones	parse, parse_check_rules_response
rules_response	estructuras	RuleViolation, RulesReport, ViolationLocation
test_gaps	funciones	has_per_file, parse_test_gaps_response
test_gaps	estructuras	TestGapsReport
untested	funciones	business_value_paths, business_value_paths_from_workspace, untested_file_to_annotation, untested_high_value_annotations
untested	constantes	UNTESTED_CLAIM

ix-session

Primitive #4 of the harness primitives roadmap (see docs/brainstorms/2026-04-10-ix-harness-primitives.md). Source.

Módulo	Clase	Declaraciones públicas
errors	enumeraciones	ReloadError, SessionError
log	funciones	events, flush, next_ordinal, open, path, reload_errors, sink
log	estructuras	EventIter, SessionLog
sink	funciones	clear_error, last_error, try_emit
sink	estructuras	SessionSink

ix-signal

Signal processing toolkit: transforms, filters, spectral analysis. Source.

Módulo	Clase	Declaraciones públicas
convolution	funciones	circular_convolve, convolve, convolve_fft, cross_correlate
correlation	funciones	autocorrelation, cross_correlation, normalized_cross_correlation
dct	funciones	dct2, dct2_normalized, dct3
fft	funciones	conjugate, fft, frequency_bins, from_real, ifft, irfft, magnitude, magnitude_spectrum, new, phase, phase_spectrum, power_spectrum, rfft, zero
fft	estructuras	Complex
filter	funciones	apply, bandpass, butterworth_lowpass_2nd, first_order_lowpass, highpass, lowpass
filter	estructuras	FirFilter, IirFilter
kalman	funciones	constant_velocity_1d, filter, new, predict, step, update
kalman	estructuras	KalmanFilter
sampling	funciones	decimate, is_above_nyquist, nyquist_frequency, resample, sinc_interpolate, upsample
spectral	funciones	spectrogram, stft, welch_psd
state_space	funciones	a, b, c, controllability, controllability_matrix, from_kalman, input_dim, new, observability, observability_matrix, output, output_dim, simulate, state_dim, step
state_space	estructuras	RankReport, StateSpaceModel
state_space	enumeraciones	StateSpaceError
timeseries	funciones	ddm_detect, difference, ewma, expanding_mean, lag_features, lag_features_with_stats, new, page_hinkley_detect, pct_change, rolling_max, rolling_mean, rolling_min, rolling_std, temporal_split, update
timeseries	estructuras	DdmConfig, DdmDetector, DdmSnapshot, PageHinkleyConfig, PageHinkleyDetector, PageHinkleySnapshot
timeseries	enumeraciones	DriftState
wavelet	funciones	haar_dwt, haar_forward, haar_idwt, haar_inverse, wavelet_denoise
window	funciones	apply_window, bartlett, blackman, gaussian, hamming, hanning, kaiser, rectangular

ix-skill

ix — Claude Code ML skill CLI, library entry point for tests. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	constantes	CONTRADICTORY, DOUBTFUL, FALSE, OK_TRUE, PROBABLE, RUNTIME_ERROR, UNKNOWN, USAGE
doctor	funciones	exit_code, find_repo_root, main, run, run_full_checks, verdict, worst
doctor	estructuras	CheckResult, Options, Report
doctor	enumeraciones	Status
doctor::dark_features	funciones	candidates, from_cargo, from_json, is_significant, key, load, measure, reconcile, scan
doctor::dark_features	estructuras	AllowEntry, Allowlist, Candidate, Census, DarkFeature, MetaNode, MetaPackage, MetaResolve, Metadata
doctor::dark_features	enumeraciones	Kind
doctor::dark_features	constantes	ALLOWLIST_PATH, SIGNIFICANT_LOC
doctor::orphan_traits	funciones	is_orphan, load, scan, scan_with_allowlist
doctor::orphan_traits	estructuras	AllowEntry, Allowlist, Census, TraitDecl
doctor::orphan_traits	constantes	ALLOWLIST_PATH
doctor::registry_snapshot	funciones	diff, from_names, is_clean, live, load, snapshot_of, write
doctor::registry_snapshot	estructuras	Drift, Live, Snapshot, Surface
doctor::registry_snapshot	constantes	SCHEMA_VERSION, SNAPSHOT_PATH
doctor::silent_skips	funciones	advisory, blank_noise, blocking, findings_in, label, load, scan, scan_with_allowlist
doctor::silent_skips	estructuras	AllowEntry, Allowlist, Census, Finding
doctor::silent_skips	enumeraciones	Probe
doctor::silent_skips	constantes	ALLOWLIST_PATH, PROBE_WINDOW
local_embed	funciones	embed_request_with, path, require_cached_model, revision
local_embed	estructuras	LocalEmbedError, LocalEmbeddingItem, LocalEmbeddingModel, LocalEmbeddingResponse, VerifiedModelCache
local_embed	constantes	MODEL_ID, MODEL_REVISION
output	funciones	emit, resolve
output	enumeraciones	Format
verbs::beliefs	funciones	get, set, show, snapshot
verbs::check	funciones	action, doctor
verbs::compile	funciones	compile, hits
verbs::demo	funciones	describe, list, run
verbs::describe	funciones	persona, policy, skill
verbs::embed_coverage	funciones	load, score
verbs::embed_coverage	estructuras	EmbeddingCoverage
verbs::list	funciones	domains, personas, skills
verbs::pipeline	funciones	dag, new, run, schema, validate
verbs::run	funciones	run
verbs::stable_surface	funciones	compute_api_hash, diff_reports, foo, load_maturity, locate_workspace_root, run
verbs::stable_surface	estructuras	Bar, DiffResult, HashChange

ix-skill-macros

#[ix_skill] — annotates a plain Rust function as a registry-discoverable skill. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	ix_skill

ix-streeling

ix-streeling — Streeling University’s generator: turn the ecosystem’s learning files into a federated catalog (state/streeling/catalog.jsonl) and a campu…. Source.

Módulo	Clase	Declaraciones públicas
campus	funciones	extract_intro, render
campus	constantes	INTRO_END, INTRO_START
ingest	funciones	groups_for, ingest
ingest	estructuras	IngestReport
model	funciones	default_category, make_id
model	estructuras	LearningRecord
model	enumeraciones	Kind
model	constantes	SCHEMA_VERSION
search	funciones	evaluate, search
search	estructuras	EvalPair, EvalReport, PerQuery, SearchFilter

ix-supervised

Supervised learning algorithms: regression, classification, and metrics. Source.

Módulo	Clase	Declaraciones públicas
decision_tree	funciones	load_state, new, save_state, with_min_samples_split
decision_tree	estructuras	DecisionTree, DecisionTreeState
decision_tree	enumeraciones	FlatNode
knn	funciones	new
knn	estructuras	KNN
linear_regression	funciones	load_state, new, save_state
linear_regression	estructuras	LinearRegression, LinearRegressionState
logistic_regression	funciones	new, with_learning_rate, with_max_iterations
logistic_regression	estructuras	LogisticRegression
metrics	funciones	accuracy, auc_score, classification_report, display, f1_avg, f1_score, fn_, fp, from_labels, log_loss, mae, matrix, mse, n_classes, precision, precision_avg, r_squared, recall, recall_avg, rmse, roc_auc, roc_curve, tn, tp
metrics	estructuras	ConfusionMatrix
metrics	enumeraciones	Average
naive_bayes	funciones	new
naive_bayes	estructuras	GaussianNaiveBayes
resampling	funciones	class_distribution, fit_resample, new, random_undersample, with_target_ratio
resampling	estructuras	Smote
serialization	estructuras	ModelEnvelope
svm	funciones	new, with_learning_rate, with_max_iterations
svm	estructuras	LinearSVM
text	funciones	fit, fit_transform, new, transform, vocab_size, vocabulary, with_max_df, with_min_df, without_normalization
text	estructuras	CountVectorizer, TfidfVectorizer
traits	traits	Classifier, Regressor
validation	funciones	cross_val_score, cross_val_score_with, new, split, with_seed, with_shuffle
validation	estructuras	KFold, StratifiedKFold
validation	alias de tipo	Scorer

ix-topo

Topological data analysis for the machin ML toolkit. Source.

Módulo	Clase	Declaraciones públicas
error	enumeraciones	TopoError
persistence	funciones	bottleneck_distance, compute_persistence, is_empty, len, lifetimes, significant, wasserstein_distance
persistence	estructuras	PersistenceDiagram
pointcloud	funciones	betti_at_radius, betti_curve, most_persistent_features, persistence_from_points
simplex	funciones	add, betti_numbers, boundary, dimension, is_empty, is_face_of, len, new, rips_complex, simplices_of_dim, sort
simplex	estructuras	FilteredSimplex, Simplex, SimplexStream

ix-types

Shared type lattice for the ix skill registry. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	into_inner, new, tag, weighted
(crate root)	estructuras	IxMatrix, IxVector, TypeError
(crate root)	enumeraciones	Hexavalent, Polarity, SocketType, Value
(crate root)	constantes	fn
traits	traits	FromValue, IntoValue

ix-unsupervised

Unsupervised learning: clustering and dimensionality reduction. Source.

Módulo	Clase	Declaraciones públicas
dbscan	funciones	new
dbscan	estructuras	DBSCAN
gmm	funciones	log_likelihood, new, with_max_iterations, with_seed
gmm	estructuras	GMM
kernel_pca	funciones	fit_transform, new, transform
kernel_pca	estructuras	KernelPca
kernel_pca	enumeraciones	Kernel
kmeans	funciones	inertia, load_state, new, save_state, with_seed, with_tolerance
kmeans	estructuras	KMeans, KMeansState
lda	funciones	fit, fit_transform, new, transform
lda	estructuras	LinearDiscriminantAnalysis
mds	funciones	classical_mds, pairwise_euclidean
nmf	funciones	fit_transform, new, reconstruct, transform, with_max_iterations, with_seed, with_tolerance
nmf	estructuras	NonNegativeMatrixFactorization
pca	funciones	components, explained_variance_ratio, load_state, new, save_state
pca	estructuras	PCA, PcaState
traits	traits	Clusterer, DimensionReducer
tsne	funciones	new, with_learning_rate, with_max_iterations, with_perplexity, with_seed
tsne	estructuras	TSNE

ix-value

ix-value — the Business-Value Scorecard generator: federate each repo’s hand-authored state/value/manifest.json into a scored catalog (`state/value/catal…. Source.

Módulo	Clase	Declaraciones públicas
ingest	funciones	ingest
ingest	estructuras	IngestReport
model	funciones	axes_valid, geomean, score01, stars
model	estructuras	Item, Manifest, RepoScore, ValueRecord
model	enumeraciones	Kind
model	constantes	SCHEMA_VERSION

ix-voicings

ix-voicings — Phase A of the voicings study pipeline. Source.

Módulo	Clase	Declaraciones públicas
(crate root)	funciones	as_str, build_pipeline, build_raw_feature_row, cluster, enumerate, featurize, ga_cli_path, load_corpus, load_features, movement_cost, parse, predict_cluster, progressions, render_book, run_manifest, silhouette_score, state_root, topology, transitions
(crate root)	estructuras	ClusterArtifacts, EnumerateArtifacts, FeatureMatrix, FeaturizeArtifacts, Normalization, ProgressionArtifacts, ShortestPath, TopologyArtifacts, TransitionArtifacts, TransitionEdge, VoicingRow
(crate root)	enumeraciones	Instrument, VoicingsError
(crate root)	constantes	ALL, FEATURE_COLUMNS, NUMERIC_COLUMNS, QUALITY_VOCAB, SILHOUETTE_FULL_THRESHOLD, SILHOUETTE_SAMPLE_SIZE
viz_precompute	funciones	run_viz_precompute, viz_root
viz_precompute	estructuras	ClusterLayout, NeighborEntry, NeighborList, VizManifest, VoicingDetail, VoicingLayout
viz_precompute	constantes	ALTERED, CHORD_FAMILY_LABELS, DIMINISHED, DOMINANT, MAJOR, MINOR, NEIGHBORS_PER_VOICING, OTHER, PC_NAMES_SHARP, SUSPENDED, VIZ_SCHEMA_VERSION

memristive-markov

Módulo	Clase	Declaraciones públicas
conductance	funciones	alpha, beta, decay_all, for_each, g_min, get, is_empty, len, modulate, new, set, strengthen
conductance	estructuras	ConductanceMatrix
consolidator	funciones	consolidate, gamma, new
consolidator	estructuras	MemoryConsolidator
engine	funciones	consolidate, diagnostics, export_state, from_state, new, observe, observe_sequence, predict, reset_session, sample
engine	estructuras	EngineDiagnostics, MemristiveEngine
error	enumeraciones	MemristiveError
error	alias de tipo	Result
governance	funciones	as_index, classify, consecutive_freeze_count, current_state, freeze_probability, from_index, history, label, new, observe, predict, predict_next, recommend
governance	estructuras	GovernanceMarkov
governance	enumeraciones	GovernanceState
reservoir	funciones	new, reset, size, state, step
reservoir	estructuras	ReservoirNetwork
sampler	funciones	sample
sampler	enumeraciones	SamplingStrategy
serde_state	estructuras	EngineConfig, EngineState
tensor	funciones	context_count, de_ctx_map, de_totals, max_order, merge, new, observe, predict, ser_ctx_map, ser_totals, sparsity, state_count
tensor	estructuras	MarkovTensor
vlmm	funciones	effective_order, new, order_histogram, predict, reset_counts
vlmm	estructuras	VariableOrderSelector
vlmm	enumeraciones	FallbackStrategy