Mimi Language

A Flow-first, Typestate-Oriented system programming language

Interpreter + LLVM 18 Codegen Dual Backend · Z3 Formal Verification · Sparse Flow State Machines · Linear Resources · Actor Model · Session Types · Component Boundary

What is Mimi?

Mimi is a Flow-first, Typestate-Oriented system programming language. Its core insight: replace lifetime annotations and &mut self with business-logic state machines (Flow). Every resource's lifecycle is bound to a business state — the compiler guarantees safety through state transitions, not borrow checking.

Mimi answers five questions from source code and types alone:

What state is this business object in?
What events are allowed in the current state?
How do resources and ownership transfer on state change?
Is this failure a local return, a state Fault, or a concurrent PeerFault?
Which errors can be rejected before the program runs?

flow Order {
    state Pending
    state Paid
    state Shipped

    transition pay(Pending, payment: Payment) -> Paid { ... }
    transition ship(Paid, tracking: Tracking) -> Shipped { ... }
}

Sparse, not dense. You don't declare pay(Paid) or ship(Pending). These combinations aren't missing matrix cells that auto-fill to Fault — they don't exist at the type level. Calling ship on a Pending order is a compile error, not a runtime fallback. Dynamic boundaries (network, FFI, deserialization) produce typed UnexpectedEvent errors, not fake business edges.

Minimal Mental Model

Construct	Sole Responsibility
`func`	Stateless synchronous computation and composition
`flow`	Business state across time and its legal transitions
`actor`	Mailbox, scheduling, isolation, supervision; business state lives in Flow
`protocol`	Static state-topology projection of a Flow
`session`	Message ordering between two linear endpoints
`Result<T, E>`	Synchronous, recoverable failure
`Fault`	Flow invariant violation or unrecoverable state failure
`view / mutate / consume`	Read-only, in-place modification, and ownership transfer permissions
`requires / ensures`	Dynamically checked or statically proven contracts
`component / foreign`	Cross-language boundary with typed ownership, errors, and effects

Mimi is the production compilation backend. Intent-level design lives in MimiSpec (.mms), which promotes to Mimi via mimi promote.

Design Invariants

The Architecture Amendment (2026-07-25) established 10 irreversible invariants after nine rounds of external blind review:

#	Invariant	Meaning
1	Sparse is irreversible	No dense mode. Undeclared `(state, event)` pairs are compile errors.
2	No nested Flow	Flow payload holds plain data only — handles, primitives, `shared`/`weak` refs. Never another Flow instance.
3	No WAL	The compiler does not generate transaction logs. Consistency is business logic.
4	Recover = in-place reuse	Recover preserves memory handles (XPU tensor reallocation is a disaster). Not transaction rollback.
5	Generation by escape analysis	No explicit syntax. Local handles: zero overhead. Cross-boundary handles: compiler packs generation automatically.
6	View/Mutate is a 1.0 requirement	`view`/`mutate` borrowing for pure function parameters. Not nice-to-have.
7	Multi-target is a 1.0 requirement	`transition parse(Pending) -> Connected \| Rejected` with nominal state tags.
8	FFI failure = Fault	Cross-FFI failure must enter Fault, never Rejected. Cannot undo C's side effects.
9	No linear consumption before `?`	Checker statically rejects consuming linear resources before a fallible operation.
10	No synchronous pinned timeout	Hanging C functions go to ForeignTask (async). No synchronous watchdog.

Full amendment: 13 clauses + 10 invariants. Supersedes the white paper (devdocs/Mimi语言特性设计研究.md) where they conflict.

Features

Flow Core

Feature	Status
`flow` / `state` / `transition` declarations, state payloads, transfer dispatch	✅
Sparse transition graph — undeclared `(state, event)` = compile error (`@sparse`)	✅
Typed Fault — per-flow `fault ErrorType` declaration	✅
`return S{}` terminal — unique transition terminal (become/stay removed per ADR-001)	✅
`fails E` rollback path — `?` returns `Err((source, error))`, source generation restored	✅
Reset / Recover system verbs (user-overridable)	✅
SystemTrace provenance (`last_state`, `unexpected_event`, snapshot)	✅
Progressive mode — script `main()` via implicit `flow Main { state Single }` shell (genuine semantic desugaring, spec §3.13)	✅
Multi-target transition (`-> A \| B` with state tags)	✅ (stable tagged-union ABI, 0.34.15-16, ADR-002)

Linear Safety & Ownership

Feature	Status
Flow state use-after-move rejection (E0423)	✅
Alias chain, closure capture, collection/tuple insertion rejection (E0427)	✅
CFG-level linearity — `is_linear()` for Flow states in dataflow analysis	✅
Session endpoint linearity — scope exit (E0425), use-after-alias (E0426)	✅
Shared/weak wrapping of linear resources rejected	✅
View/mutate borrowing (pure function parameter passing)	✅ (0.34.13-14 closure + 0.34.25c place-grammar fail-closed, E0434/E0435)
Cross-turn exactly-once resource tracking	✅
Channel/Mutex/Atomic type-level linearity	📋 (known limitation: builtin integer handles)

Concurrency

Feature	Status
`actor Name runs FlowName` — Actor business state carried by Flow	✅ (interp; codegen pending)
Session types: `session` / `dual` / `end`, compile-time residual checking	✅
Protocol interface abstraction (conservative projection subtyping)	✅
PeerFault cross-Actor propagation	✅
Mailbox backpressure auto-governance	✅
Spawn quota control (`@max_children(N)`)	✅
Polymorphic broadcast (`Vec<Protocol>`)	✅

Contracts & Verification

Feature	Status
`requires:` / `ensures:` / `invariant:` in function bodies	✅
Z3 SMT solver integration (`mimi verify`)	✅
Runtime contract assertions (`mimi build --verify-contracts`)	✅

Dual Backend & Type System

Feature	Status
Bytecode VM interpreter (sole interpreter since 0.1.3) + LLVM 18 codegen (native binary) — L1 equivalence tested	✅
Hindley-Milner type inference (undo trail + TypeScheme + zonk)	✅
Generics `<T: Bound>`, recursive types	✅
Enums / records / tuples, `match` exhaustiveness, `while let`	✅
`Option<T>` / `Result<T, E>` / `?` operator	✅

FFI, Comptime & Tooling

Feature	Status
`extern "C"`, `repr(C)`, multi-language bindgen (C/C++/Rust/Go/Node.js/Java/Python)	✅
`comptime func` + `quote!` AST generation	✅
LSP: completion, hover, goto-definition, contract lens	✅
Package manager: `mimi.toml`, registry, git deps, dependency tree	✅
Cross-compilation: `--target` flag, shared library `.so` output	✅
Component IR + Native ABI + Wire Schema	✅ (0.1.1 Phase C; SDK conformance green)

Quick Start

Build

git clone https://github.com/ontonous/mimi
cd mimi
bash scripts/setup-llvm-wrapper.sh
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo build --release

Hello, Flow

flow Counter {
    state Zero { count: i32 }
    state Positive { count: i32 }

    transition inc(Zero) -> Positive {
        return Positive { count: self.count + 1 }
    }
    transition inc(Positive) -> Positive {
        return Positive { count: self.count + 1 }
    }
    transition reset(Positive) -> Zero {
        return Zero { count: 0 }
    }
}

func main() -> i32 {
    let s0 = Zero { count: 0 }
    let s1 = Counter::inc(s0)
    let s2 = Counter::inc(s1)
    println(s2.count)   // 2
    let s3 = Counter::reset(s2)
    println(s3.count)   // 0
    0
}

./target/release/mimi run counter.mimi
# => 2
# => 0

Counter::inc(s0) consumes s0 — using s0 after the transition is a compile error (E0423). Each transition produces a new generation of the state.

Run Tests

LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo test

Architecture

CheckedProgram: The Semantic Hub

All backends (interpreter, LLVM codegen, Z3 verifier) consume a single source of truth: CheckedProgram. No backend re-parses AST or re-guesses types.

Source → Lexer → Parser → AST
  → HM Inference → Type Checker → CheckedProgram
    → Typed Resolved IR (canonical signatures, catalogs, materialized types)
    → CFG (per-callable control flow graph)
    → Resource Analysis (linear resource actions)
      ↓
  ┌───────────┼───────────┐
  Interpreter   Codegen     Verifier
  (from_checked) (compile_checked) (verify_checked)

Iron rule: backends cannot fall back to raw AST. Declaration layer (signatures, Flow transitions, Actor/Session, ownership, CFG) is fully installed from CheckedProgram; function bodies compile via per-function dispatch (resolved native emitter with an explicit, observable legacy arm). CheckedProgram::raw_ast() is crate-internal and limited to 3 permanent consumers (codegen pass 5 / interpreter / Z3 verifier).

Dependency Chain

Span/Origin → HM → CFG/ownership → CheckedProgram/Resolved IR
  → Flow generation/turn → Actor/Session/resource → semantic trace
  → Verified Core
  → Component IR → Native ABI → Wire → Rust SDK / XPU FFI

Core Abstractions

Abstraction	Location	Role
CheckedProgram	`src/core/checker/`	Single semantic hub: canonical signatures, catalogs, materialized types
Typed Resolved IR	`src/core/resolved/`	ResolvedFunction / ResolvedFlow / ResolvedTransition / ResolvedActor
HM Unification	`src/core/unification.rs`	Undo trail + TypeScheme + zonk; generic call fresh instantiation
TypeFolder	`src/core/type_folder.rs`	Binder-aware type folding (SurfaceTy / InferTy / ZonkedTy / BackendTy)
CFG	`src/core/cfg/`	Per-callable control flow graph, stable-ID CallableCfg
Resource Analysis	`src/core/ownership.rs`	Linear resource ledger (Introduce / Move / Drop / Return + borrow) with canonical action kinds
AstNodeMeta	`src/span.rs`	SourceId + Span + AstOrigin; NodeIdBuilder stable identity

Compiler Internal Flow Paradigm

The compiler itself is built on the Flow paradigm — each front-end module is a state machine with fn transition(self, event) -> Self. Five rules: no &mut self, no Arc<Mutex<T>>, no unsafe, no transmute/lifetime annotations, no bare panic!/unwrap(). Parser, Lexer, Loader, LSP, Verifier: strict Flow. Interpreter, Core Checker: relaxed Flow. Codegen, Runtime, FFI: non-Flow (LLVM API / C-style / text generation).

Standard Library (24 modules)

Module	Description
`prelude`	identity, clamp, lerp, compose, pipe, fail, assert_msg
`io`	print_line, input_line, print_format, IoOps trait
`fs`	read, write, exists, read_lines, write_lines, file_size
`strings`	split, join, replace_all, capitalize, reverse, truncate, pad
`collections`	sort, map, filter, reduce, partition, group_by, chunks, dedup
`maps`	get, set, merge, pick, omit, has_key, from_list, filter_keys
`set`	contains, insert, remove, to_list, is_empty
`json`	to_json, from_json, get_int, get_bool, get_string, JsonExt trait
`net`	TCP socket, HTTP fetch/fetch_post, `Result<T, NetError>`
`csv`	parse_csv, serialize_csv
`crypto`	sha256, base64_encode/decode, hex_encode/decode
`template`	render_template
`time` / `datetime`	timestamp, sleep_ms, duration, days_from_now, time_since
`env`	get_var, cli_args, has_var, get_int, get_float
`mymath`	gcd, lcm, factorial, fibonacci, is_prime, is_power_of_two
`array`	fill, slice, rotate, binary_search
`iter`	range, zip, enumerate, take, drop, chain
`random`	random_int, random_float, random_range
`text`	slugify, indent, wrap
`result`	unwrap, map, map_err, and_then, or_else
`testing`	assert_eq_int, assert_true, assert_approx_eq_float
`effects`	Stdlib effect annotations (purity constraints for type checker)
`errors`	Typed error enums (FsError, JsonError, CollectionError) + From protocol

Built-in regex (always available): regex_match, regex_find, regex_replace.

Built-in concurrency primitives (always available): Mutex<T>, AtomicI32/AtomicI64/AtomicBool, Channel<T>, broadcast.

CLI Commands

Command	Description
`mimi check <path>`	Type-check with full error reporting
`mimi run <path>`	Run (interpret) with optional `--verify-contracts` / `--profile` / `--watch`
`mimi test <path>`	Run `test_*` functions with `--filter` and `--verbose`
`mimi build <path>`	Compile to native binary (LLVM). `--emit-ir`, `--shared`, `--target`, `--verify-contracts`
`mimi fmt <files>`	Format code (`--check` for CI)
`mimi lint <files>`	Static analysis (`--fail-on-warnings`)
`mimi verify <path>`	Z3 formal verification
`mimi lsp`	Start LSP server (stdin/stdout)
`mimi init [name]`	Initialize `mimi.toml`
`mimi add <name>`	Add dependency (`--version`, `--git`, `--path`)
`mimi remove <name>`	Remove dependency
`mimi install`	Install dependencies (`--frozen`, `--offline`)
`mimi update`	Update dependencies
`mimi list`	List dependencies
`mimi tree`	Show dependency tree
`mimi publish`	Publish to local registry
`mimi search <query>`	Search packages
`mimi doc <path>`	Generate documentation
`mimi promote <path>`	Upgrade `.mms` → `.mimi`
`mimi mms <files>`	Process MimiSpec files
`mimi stats <path>`	Usage statistics
`mimi stat <path>`	Directory analysis
`mimi bindgen <path>`	Generate multi-language FFI bindings
`mimi emit-*-bindings`	Language-specific FFI binding generation (C/C++/Rust/Go/Node.js/Java/Python)

Project Structure

mimi/
├── src/                        # Rust compiler (366 files, ~305k LOC)
│   ├── main.rs                 # CLI entry point (clap derive)
│   ├── lib.rs                  # Library entry point
│   ├── ast.rs                  # AST: FlowDef, StateDef, TransitionDef, ProtocolDef, ...
│   ├── span.rs                 # SourceId / Span / AstNodeMeta — stable node identity
│   ├── flow_matrix.rs          # Transition matrix + Fault injection
│   ├── session.rs              # Session type duality + sequencing check
│   ├── progressive.rs          # Script → implicit flow Main { state Single }
│   ├── trace.rs                # Canonical semantic trace (Transition / Fault / OwnershipTransfer)
│   ├── path_safety.rs          # Unified path validation
│   ├── source_scan.rs          # Shared SourceScanner (fmt/lint)
│   ├── parser/                 # Flow parser (strict Flow state machine)
│   ├── lexer/                  # Flow lexer (strict Flow state machine)
│   ├── core/                   # Type inference & checking → CheckedProgram
│   │   ├── checker/            # Type checker → CheckedProgram semantic hub
│   │   ├── resolved/           # Typed Resolved IR (canonical declarations)
│   │   ├── unification.rs      # HM unification (undo trail + TypeScheme)
│   │   ├── type_folder.rs      # Binder-aware type folding
│   │   ├── cfg/                # Per-callable control flow graph
│   │   ├── ownership.rs        # Linear resource analysis (canonical actions)
│   │   └── infer/              # HM type inference + contract derivation
│   ├── interp/                 # Bytecode VM (sole interpreter since 0.1.3)
│   │   └── bytecode/           # Bytecode compiler + VM + builtin registry
│   ├── codegen/                # LLVM 18 codegen (compile_checked)
│   │   └── builtins/           # Builtin function codegen (io, string, json, ...)
│   ├── verifier/               # Z3 contract verifier (verify_checked)
│   ├── ffi/                    # Multi-language binding generation (7 langs)
│   ├── lsp/                    # LSP server (strict Flow)
│   ├── loader/                 # Module loader (strict Flow)
│   ├── runtime/                # Rust runtime + actor mailbox + profiler
│   ├── fmt.rs                  # Code formatter
│   ├── lint.rs                 # Static linter
│   ├── main/                   # CLI subcommand implementations (24 commands)
│   ├── diagnostic/             # Error codes & formatting
│   └── tests/                  # 4500+ tests
├── std/                        # Standard library (24 modules)
├── examples/                   # Example programs (28)
├── demos/                      # Demo programs (23)
├── tests/real_world/           # MCDD real-world dual-backend suite (69 programs)
├── devdocs/                    # Design docs, blind reviews, amendment, roadmap
├── scripts/                    # Build & CI scripts
├── Cargo.toml
└── CHANGELOG.md

Development

Prerequisites

Rust 1.75+
LLVM 18 (auto-configure via scripts/setup-llvm-wrapper.sh)
libffi (FFI support)
Z3 (contract verification; handled by cargo build)

Testing Tiers (IDD)

Tier	Test	Meaning
L1	`cargo test dual_`	Dual-backend equivalence (interp == codegen)
L2	`cargo test typecheck::`	Type system soundness (bad code rejected)
L3	`cargo test e2e_asan -- --ignored`	Memory safety (Valgrind/ASan/Miri)

Commands

# Full test suite
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo test

# Dual-backend equivalence (L1)
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo test dual_

# Type system soundness (L2)
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo test "typecheck::"

# Real-world MCDD test suite
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo test real_world

# Clippy (zero-warnings gate)
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo clippy --all-targets -- -D warnings

# Format
LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo fmt

Test note: after the test-performance work, the normal full gate is ulimit -v 20000000 && LLVM_SYS_181_PREFIX=/tmp/llvm-wrapper cargo test -- --test-threads=4 (about 42 seconds). Keep Z3 verification subsets single-threaded; extremely memory-constrained systems may fall back to --test-threads=1. Debug builds can still use about 12 GB RAM. See AGENTS.md for details.

Status & Key References

Current: 0.1.5-dev. 0.1.4 shipped (syntax freeze, semantic rulings, architecture freeze Phase G, O1 default). 0.1.5 focuses on performance (trap-cost reduction) with DX quality as secondary line — see devdocs/v0.35/README.md.

Key References

Document	Role
`devdocs/v0.35/README.md`	0.1.5 roadmap: performance mainline + DX quality secondary (authoritative for 0.1.5)
`devdocs/v0.34/golden-document.md`	0.1.4 golden document: semantic rulings + sprint plan (authoritative for 0.1.4)
`devdocs/v0.31/README.md`	Authoritative roadmap (31 requirements, exit conditions)
`devdocs/v0.31/architecture-amendment-1.0.md`	Architecture Amendment: 13 clauses + 10 invariants (supersedes white paper)
`devdocs/pre-0.1/`	Pre-0.1 design contract: core goals, Flow-first model, error algebra, Verified Core, Component Boundary
`devdocs/debt-report-2026-07-25.md`	Debt panorama: 9 architecture + 10 engineering debts + 9-round blind review corrections
`docs/language-spec.md`	Normative language specification (single entry point)

External Blind Reviews (2026-07-25)

Nine rounds of external blind review covered: Z3 verification, FFI/ABI, concurrency, Flow semantics, type system, runtime, interpreter/comptime, stdlib/error handling, and codegen. Results drove the Architecture Amendment and the debt report. Review files: devdocs/blind-review-*-2026-07-25.md.

Version History

Version	Highlight
0.1.5-dev	Current. Performance mainline: trap-cost reduction (O1 default baseline), resolved dispatch coverage extension (strings/collections module bodies, contract guard emission), O1 correctness slices. Quality secondary: resolve→zonk migration (31 sites), parser panic audit, LSP Span/Origin migration, trivia-ization of `desc:`/`rule:`/`mms{}`, actor runs_flow three-layer integration, flow_order fails-transition SIGSEGV fix. See `devdocs/v0.35/README.md`.
0.1.4	Shipped (2026-08-08). Syntax freeze + semantic rulings + language self-consistency (golden document): become/stay removal (ADR-001, sole terminal `return State {}`), multi-target stable tagged-union ABI (ADR-002), `'a` removal (ADR-004), `do` wrapper removal (keywords 81→80), and/or/not soft keywords, if-let/for-destructuring, `ieee_float {}`, single-direction numeric coercion, View/Mutate closure. Doc-sync campaign closed the four verdicts across spec/pre-0.1/support/syntax-reference; trivia-ization of `desc:`/`rule:`/`mms{}` registered for 0.1.5. Phase G (architecture freeze): ADR-005~008, dispatch gate (fallback 0.3027, eligible 3783), contracts + stdlib module bodies on resolved slice, view/mutate borrow ABI, verifier engine isolation (E0439), ABI layout freeze (native-abi-1 §7/§8), pre-0.1 rename, 0.minor=major strategy, O1 default optimization. RC gates green (5287 lib).
0.1.3	Bytecode VM becomes the sole interpreter: tree-walker (24,976 LOC) + ResolvedInterpreter (4,375 lines) deleted, `--legacy` removed, FFI/Actor/quote fully on bytecode.
0.1.2	Codegen full migration: `raw_ast()` privatized (3 permanent consumers), gap filling, performance baseline.
0.1.1	51-sprint roadmap: Flow core closure, foundation repair, Runtime Efficiency, Soundness, language freeze, Component boundary, tooling, RC. Architecture Amendment (13 clauses). Nine blind reviews. Codegen per-function dispatch active.
0.1.0	Baseline stability: CheckedProgram semantic hub, Typed Resolved IR, HM unification, CFG/ownership analysis, runtime/resolved split, semver switch, 4063 tests green
v0.30.0	Hemostasis: zero new features — 15 architecture debts cleared (sprintf→snprintf, path safety, malloc checks, fmt tokenization)
v0.29.0–41	Flow paradigm: compiler internal Flow replacement (7 modules) + language-level Flow semantics + 38 white paper capabilities
v0.28.0–37	Use-driven: 7-lang FFI, profiler, bindgen, package manager; Feature Bugs zero
v0.27	Safety audit: P0–P3 (arena, FFI, JSON, runtime)
v0.20–24	Structured concurrency, Future/Waker/Executor codegen
v0.15	C runtime → Rust runtime rewrite
v0.7	Z3 verification + FFI codegen

Full changelog: CHANGELOG.md. Pre-0.1.0 history: 1863 commits, 66 mimi-v* tags, archived in devdocs/archive/.

License

Apache License 2.0

Name		Name	Last commit message	Last commit date
Latest commit History 2,501 Commits
.config		.config
.github		.github
benches		benches
benchmarks		benchmarks
demos		demos
devdocs		devdocs
docs		docs
examples		examples
gramma		gramma
libraries/mimi-config		libraries/mimi-config
mimispec		mimispec
mimispecref		mimispecref
projects		projects
proptest-regressions/tests		proptest-regressions/tests
readme		readme
scripts		scripts
src		src
std		std
tests		tests
.gitignore		.gitignore
ARCHITECTURE.md		ARCHITECTURE.md
CHANGELOG.md		CHANGELOG.md
CODEGEN_TEST_FRAMEWORK.md		CODEGEN_TEST_FRAMEWORK.md
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
Cargo.toml		Cargo.toml
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
README.zh.md		README.zh.md
SECURITY.md		SECURITY.md
build.rs		build.rs
clippy.toml		clippy.toml

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Mimi Language

What is Mimi?

Minimal Mental Model

Design Invariants

Features

Flow Core

Linear Safety & Ownership

Concurrency

Contracts & Verification

Dual Backend & Type System

FFI, Comptime & Tooling

Quick Start

Build

Hello, Flow

Run Tests

Architecture

CheckedProgram: The Semantic Hub

Dependency Chain

Core Abstractions

Compiler Internal Flow Paradigm

Standard Library (24 modules)

CLI Commands

Project Structure

Development

Prerequisites

Testing Tiers (IDD)

Commands

Status & Key References

Key References

External Blind Reviews (2026-07-25)

Version History

License

About

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Mimi Language

What is Mimi?

Minimal Mental Model

Design Invariants

Features

Flow Core

Linear Safety & Ownership

Concurrency

Contracts & Verification

Dual Backend & Type System

FFI, Comptime & Tooling

Quick Start

Build

Hello, Flow

Run Tests

Architecture

CheckedProgram: The Semantic Hub

Dependency Chain

Core Abstractions

Compiler Internal Flow Paradigm

Standard Library (24 modules)

CLI Commands

Project Structure

Development

Prerequisites

Testing Tiers (IDD)

Commands

Status & Key References

Key References

External Blind Reviews (2026-07-25)

Version History

License

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