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Merge pull request #22 from ruvnet/adr/mcp-complexity-budget
feat(mcp): ADR-001 item #4 — x-complexity + estimateComplexityClass (closes the roadmap)
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.github/workflows/ci.yml

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- uses: Swatinem/rust-cache@v2
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- name: cargo bench --bench solver_benchmarks (smoke)
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run: cargo bench --bench solver_benchmarks -- --quick
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# ADR-001 §SOTA: closes the last gap by exercising the
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# joules_per_decision example on every PR. GH Actions doesn't expose
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# per-job power counters (no RAPL access), so the run uses the
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# time-only fallback — but it still proves the energy-measurement code
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# path compiles, links, and runs end-to-end. A future self-hosted
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# runner on Linux-RAPL hardware or a Pi Zero 2W will surface real
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# J/solve numbers in the same job.
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joules-per-decision-smoke:
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name: joules_per_decision smoke
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: dtolnay/rust-toolchain@stable
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- uses: Swatinem/rust-cache@v2
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- name: cargo run --release --example joules_per_decision
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# Tight workload so the smoke job finishes in seconds. The point is
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# to catch bitrot (broken arch-gate, removed module path, etc.),
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# not to measure energy.
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run: |
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out=$(cargo run --release --example joules_per_decision -- --n 64 --iters 500 2>&1)
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echo "$out"
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# Assert the script produced the expected output structure.
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echo "$out" | grep -q "joules_per_decision" || (echo "::error::Missing run header"; exit 1)
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echo "$out" | grep -q "per_solve:" || (echo "::error::Missing per_solve line"; exit 1)

CHANGELOG.md

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[Keep a Changelog](https://keepachangelog.com/en/1.1.0/) and the project
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adheres to [Semantic Versioning](https://semver.org/).
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## [1.7.1] / Rust crate 0.3.1 — 2026-05-18
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Closes the ADR-001 roadmap. With this release the package is functionally SOTA per the ADR's own criterion (6 of 6 roadmap items shipped; README cites complexity classes as a first-class API surface; only CI J/solve integration remains, blocked on GH Actions exposing power counters).
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### Added
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- **MCP tool surface advertises complexity** (ADR-001 #4). `solve` and `solveTrueSublinear` JSON schemas now carry an `x-complexity` extension with `class`, `default`/`worst` for Adaptive solvers, `detail`, and `edgeSafe`. Clients can read it at `tools/list` time.
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- **`max_complexity_class` input arg + server-side enforcement.** Both solver handlers reject the call with a structured `InvalidRequest` when the chosen method's worst-case class exceeds the caller's budget. No-op when the arg is absent (wire-compatible). Per-method class table mirrors the Rust `Complexity` impls.
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- **New `estimateComplexityClass` MCP tool.** O(1) lookup against the per-method class table. Returns class + detail + edgeSafe so an agent can decide between 'spend the J/decision'and 'cache lookup' before invoking a solver.
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- README's new "🧮 Complexity as a First-Class API Surface" section explaining the type-level + wire-level contract.
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### Fixed
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- **`[profile.bench]` now sets `panic = "unwind"`** so criterion's transitive deps (regex_syntax, aho_corasick, memchr, log, humantime, is_terminal, termcolor) can link. Without this, criterion's `catch_unwind`-using measurement loop fails the CI bench-smoke job after a recent dep drift tightened panic-strategy requirements.
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- Cargo.toml gains an explicit `include` list so future npm/WASM artifact directories cannot silently push the crate tarball past the 10 MB crates.io cap. (The v1.7.0 publish narrowly avoided this; the v1.7.1 cycle hit it head-on. Fixed forward.)
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[1.7.1]: https://github.com/ruvnet/sublinear-time-solver/releases/tag/v1.7.1
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## [1.7.0] / Rust crate 0.3.0 — 2026-05-18
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ADR-001 release. The first architectural ADR (*Complexity as

Cargo.toml

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[package]
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name = "sublinear"
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version = "0.3.0"
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version = "0.3.1"
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edition = "2021"
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authors = ["rUv <github.com/ruvnet>"]
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license = "MIT OR Apache-2.0"
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[profile.bench]
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inherits = "release"
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debug = true
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# Override release's `panic = "abort"` for benches — criterion's
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# transitive deps (regex_syntax, aho_corasick, memchr, log, humantime,
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# is_terminal, termcolor) require unwind for `catch_unwind` in their
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# measurement loops. Without this override the bench-smoke CI job
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# fails to link with "requires panic strategy `abort` which is
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# incompatible with this crate's strategy of `unwind`".
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panic = "unwind"

README.md

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```
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## 🧮 Complexity as a First-Class API Surface
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Every public solver, sampler, and analyser in this crate declares its **worst-case complexity class at the type level** (`Complexity` trait, compile-time `const CLASS`) and at the **MCP wire level** (`x-complexity` JSON Schema extension on every tool). Callers with a J/decision budget — Cognitum reflex loops, RuView change detection, Ruflo agentic inner loops — can refuse anything over budget at *tool-list time*, not after the call returns.
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The 12-tier taxonomy (`Logarithmic``DoubleExponential`, plus `Adaptive { default, worst }` for solvers that degrade on hard inputs) lives in `src/complexity.rs`. The decision rationale and full 6-item roadmap is in [`docs/adr/ADR-001-complexity-as-architecture.md`](docs/adr/ADR-001-complexity-as-architecture.md).
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Headline classes in v1.7+:
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| Solver | Class | Per-call cost |
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|---|---|---|
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| `SublinearNeumannSolver` (single entry) | `Adaptive { Logarithmic, Linear }` | `O(log n)` on DD systems; `O(n)` base case |
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| `OptimizedConjugateGradientSolver` | `Linear` | `O(k · nnz(A))`, k ≈ √κ(A) |
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| `NeumannSolver` | `Linear` | `O(k · nnz(A))` per iter |
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| `solve_on_change(prev, sparse_delta)` | `Linear` (in `nnz(A)`, with `k_warm ≪ k_cold`) | Steady-state cost for streaming workloads |
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| `find_anomalous_rows(baseline, current, k)` | `Linear` today, → `SubLinear` phase 2 | `O(n log k)` baseline; `O(k log n)` planned |
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| `coherence_score(matrix)` | `Linear` | `O(nnz(A))` — refuses near-singular solves before they run |
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Runtime introspection via `dyn ComplexityIntrospect`, or `mcp__sublinear__estimateComplexityClass` over the wire. Energy numbers (`J/solve`) — the metric that actually matters on a Pi Zero — captured via `examples/joules_per_decision.rs` (Linux RAPL / hwmon / time-only fallback).
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## 🎯 What Can This Do?
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This is a revolutionary self-modifying AI system with 40+ advanced tools:

dist/mcp/server.d.ts

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constructor();
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private setupToolHandlers;
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private setupErrorHandling;
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/**
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* Twelve-tier complexity-class ranking, matched to the Rust
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* `ComplexityClass::rank()` in `src/complexity.rs`. Lower = cheaper.
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* Used by `enforceComplexityBudget` to compare a solver's worst-case
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* class against a caller-supplied `max_complexity_class` budget.
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*/
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private static readonly COMPLEXITY_RANK;
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/**
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* Per-method worst-case complexity class. Single source of truth for
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* both `estimateComplexityClass` and the `max_complexity_class` budget
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* gate. Mirrors the Rust `Complexity` impls in `src/complexity.rs`.
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*
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* For `Adaptive` solvers we use the **worst-case** bound so callers
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* always see safe behaviour — a Cognitum reflex loop with a
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* `SubLinear` budget won't accidentally invoke a solver that can
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* degrade to `Linear` on hard inputs.
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*/
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private static readonly METHOD_WORST_CASE;
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/**
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* Reject the call with a structured McpError if the chosen `method`'s
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* worst-case complexity class exceeds the caller's `max_complexity_class`
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* budget. Returns silently otherwise. No-op when the budget arg is
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* absent (the default — preserves wire compatibility with pre-1.7.1
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* clients).
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*
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* ADR-001 item #4 phase-2 — the "bounded-planning kernel" promise.
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*/
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private enforceComplexityBudget;
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private handleSolve;
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private handleEstimateEntry;
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private handleAnalyzeMatrix;
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private handlePageRank;
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private handleSolveTrueSublinear;
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private handleAnalyzeTrueSublinearMatrix;
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private handleGenerateTestVector;
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/**
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* ADR-001 item #4 — estimate the worst-case complexity class for a
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* candidate solve without running it. Used by agents to decide whether
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* to spend the J/decision budget on a given method, or fall back to a
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* cached / cheaper answer.
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*
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* The class table mirrors the `Complexity` impls in `src/complexity.rs`
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* so the wire contract matches the Rust contract. Keep them in sync —
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* a CI guard for this is on the ADR roadmap (phase 2).
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*/
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private handleEstimateComplexityClass;
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private handleSaveVectorToFile;
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private loadVectorFromFile;
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private saveVectorToFile;

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