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Load the Pony language reference (capabilities, PonyCheck, stdlib pitfalls, mort pattern). Load it before Pony coding sessions.

ponylang By ponylang schedule Updated 6/17/2026

name: pony-ref description: Load the Pony language reference (capabilities, PonyCheck, stdlib pitfalls, mort pattern). Load it before Pony coding sessions. disable-model-invocation: false

Pony Language Reference

Reference Capabilities Quick Reference

Cap Aliases Read Write Share across actors Use case
iso none yes yes yes (by moving) Isolated mutable data to send between actors
trn box yes yes no Mutable, will become immutable later
ref ref yes yes no Normal mutable data within an actor
val val yes no yes Immutable, shareable
box box/val yes no no Read-only view (accepts ref or val)
tag any no no yes Identity only, opaque reference

Capability Subtyping

  • iso^ (ephemeral) can become anything
  • trn^ can become ref, val, or box
  • ref <: box <: tag
  • val <: box <: tag
  • iso <: tag (non-ephemeral iso can only become tag)
  • trn <: box (non-ephemeral trn can only become box)

Key Patterns

Consuming iso/trn: Use consume to move ownership and enable capability conversion:

var a: String iso = "hello".clone()
var b: String val = consume a  // a is now unusable

Recover blocks: Lift capability of result when inner aliases are sendable:

let s: String iso = recover iso String.create() end

Automatic receiver recovery: Can call ref methods on iso/trn if all args are sendable:

let s: String iso = "hello".clone()
s.append(" world")  // works because " world" is val (sendable)

Destructive read for fields: Can't consume fields, but can swap:

var old_value: Foo iso = _field = new_value  // returns old value

Method Chaining (.>)

The .> operator calls a method but returns the receiver instead of the method's return value. This enables fluent chaining on types with mutating methods that return None (or any unwanted return):

// Without chaining — repeating the receiver on every line
let buf = Array[U8]
buf.append("HTTP/1.1")
buf.push(' ')
buf.append("200 OK")
buf.append("\r\n")

// With chaining — receiver flows through
let buf = Array[U8]
buf.>append("HTTP/1.1")
  .>push(' ')
  .>append("200 OK")
  .>append("\r\n")

Works with constructors too — String.>append("hello").>append(" world") creates a String, appends to it, and the whole expression evaluates to the String.

When NOT to chain: Don't use .> when you need the method's actual return value. .> discards the return and gives you the receiver back instead.

Common Gotchas

  1. iso to box/ref: Can't alias iso as readable without consuming. Use consume to get iso^ which can become anything.

  2. String.from_iso_array returns iso: Must consume before using in operations expecting box:

    var s = String.from_iso_array(consume data)
    s.strip()
    env.out.print("Result: " + consume s)
    
  3. Stdin is async: Use InputNotify interface. Buffer input until newline for line-based input.

  4. Actor constructors return tag: Actors are always tag capability from outside.

  5. Default capabilities: Classes default to ref, primitives to val, actors to tag.

  6. _ scoping depends on what it's on: _field (leading underscore on a field) is type-private — only accessible within the same type. _method (leading underscore on a method, constructor, or behavior) is package-private — accessible by any type in the same package but not outside it. _Type (leading underscore on a type name) is also package-private. This distinction matters: you CAN call SomeType._helper() from another type in the same package (including tests), but you CANNOT read SomeType._field from outside the type.

  7. Type aliases support docstrings: A docstring string literal inside a type alias compiles and is included in generated documentation, just like classes and primitives.

  8. consume requires a variable or field, not an expression: consume some_method() is a compile error. Assign the result to a let first, then consume (or just assign directly when the target capability allows it). For example, when a method returns String iso^, let s: String val = the_method()? works directly — ephemeral iso^ can be assigned to val without an explicit consume.

  9. Don't use marker traits to group variants: When a trait carries no methods and exists only to group a closed set of types (e.g., trait val MyError with several primitives is MyError), use a union type instead (type MyError is (ErrA | ErrB | ErrC)). Marker traits are open — anyone can implement them — so the compiler can't enforce exhaustive matching. Union types are closed and enable match \exhaustive\, producing compile errors when a variant is unhandled. Reserve traits for when you actually need openness.

  10. Actor constructors cannot fail: Actor constructor calls return immediately and always succeed from the caller's perspective — there is no way to signal a construction failure. If a partial function's error path would leave the actor in an invalid or unusable state, move the fallible work before actor creation: validate and prepare all inputs in the calling code first, then pass only known-good data to the constructor. This is the "supply chain" pattern — the actor's constructor receives pre-validated inputs, so it never needs to handle errors that would compromise its integrity.

  11. Prefer embed over let for class/struct fields: When a field's type is a class or struct and it's initialized from a constructor expression, use embed instead of let. embed is the recommended default — it avoids a pointer indirection and a separate heap allocation. Only use let when the field might outlive its parent (exterior references would prevent GC of the parent object), or when the type is an interface, trait, primitive, or numeric type (which can't be embedded).

  12. Any is a code smell: Using Any is almost never what you want. It erases type information and forces runtime checks where compile-time guarantees should exist. In most cases, the right answer is a generic type parameter — this preserves type safety and lets the compiler enforce constraints. If you're reaching for Any, stop and ask whether a generic would work instead.

  13. Don't use fun tag on primitives: Primitives are val, and the default method receiver is box. Since val <: box, plain fun works on primitives without annotation. fun tag compiles but pointlessly weakens the receiver to tag, which can't read fields — it's never what you want on a primitive. Just use fun.

Integer Arithmetic Modes

Pony integers have three arithmetic modes — choose based on how you want to handle overflow:

Mode Operators/Methods Overflow behavior Use case
Wrapping (default) +, -, *, /, % Silent wrap-around When overflow is impossible or harmless
Partial +?, -?, *?, /?, %?, %%? Errors (?) When overflow means invalid input
Checked addc(), subc(), mulc(), etc. Returns (result, Bool) When you need to branch on overflow

Partial methods: add_partial(), sub_partial(), mul_partial(), div_partial(), rem_partial(), mod_partial(). Also fld_partial(), mod_partial() on signed types. Division by zero also errors.

Checked methods: addc(), subc(), mulc(), divc(), remc(). Also fldc(), modc() on signed types. The Bool in the return tuple is true when overflow/underflow (or division by zero) occurred.

Common pattern — accumulating digits with overflow detection:

// Errors if the accumulated value overflows I64
result = result.mul_partial(10)?.add_partial(digit.i64())?

Syntax Essentials

actor Main                          // Actor definition
  let _env: Env                     // Immutable field (underscore = private)
  var _count: U32 = 0               // Mutable field with default

  new create(env: Env) =>           // Constructor
    _env = env

  be some_behavior(x: U32) =>       // Behavior (async message handler)
    _count = _count + x

  fun ref mutating_method(): U32 => // Method that can modify state
    _count = _count + 1
    _count

  fun box readonly_method(): U32 => // Read-only method
    _count

class MyClass
  fun apply(): String => "called"   // Makes instances callable: obj()

interface Printable                 // Structural typing
  fun string(): String

trait Named                         // Nominal typing (must explicitly implement)
  fun name(): String

primitive Utils                     // Singleton, default cap is val
  fun helper(): U32 => 42

PonyCheck (Property-Based Testing)

Two ways to write property tests:

  • Property1[T] trait (standalone class, recommended for reusable properties) — implement name(), gen(), property(), register with test(Property1UnitTest[T](MyProperty))
  • PonyCheck.for_all (inline lambdas within a UnitTest) — convenient for quick one-offs, but generators must be val: recover val Generators.u8() end

Custom generator pattern: Custom generators MUST be anonymous objects, not named primitives or classes. The correct pattern is always:

fun gen(): Generator[String] =>
  Generator[String](
    object is GenObj[String]
      fun generate(r: Randomness): String^ =>
        "my value"
    end)

Do NOT try primitive MyGen is GenObj[String] or class MyGen is GenObj[String] — this is a common agent mistake that produces confusing compiler errors ("can't find definition of 'T'"), which then gets misattributed to a compiler bug. It's a usage error. Return either a bare value or (value, shrink_iterator) tuple from generate().

Generator composition: .filter(), .map(), .flat_map(), .union(), plus Generators.zip2/3/4, Generators.map2/3/4, Generators.frequency (weighted selection).

Useful built-ins to remember:

  • IntProperty trait — tests a property across all 14 Pony integer types automatically
  • ASCII range types (ASCIIPrintable, ASCIILetters, ASCIIDigits, etc.) for controlling string generation character sets
  • Generators.one_of for selecting from a fixed set, Generators.frequency for weighted selection

Gotchas:

  • flat_map shrinking is incomplete (TODO in source) — only shrinks on inner generator, not outer
  • Collection shrinking generates fresh random elements, just fewer — shrunken collections are NOT subsets of the original
  • No built-in F32/F64 generators — use Generators.repeatedly with a lambda as workaround
  • Seed is printed in test output — pass back via PropertyParams(where seed' = N) to reproduce a failure
  • value.clone() in for_all lambdas: Generated String values arrive as ref capability inside for_all lambdas. To use them inside recover val blocks (e.g., building a val array of tuples), call value.clone() first — clone() on a ref returns an iso^ which can be consumed into the recover block. Without this, the ref alias prevents the block from lifting to val.
  • Generators.array_of[T] produces ref arrays, not val: Generators.array_of[U8](Generators.u8()) yields Generator[Array[U8] ref], which can't be used in zip2/map2 when the target type needs Array[U8] val. Workaround: use Generators.map2 with a fill byte + length, constructing the val array inside the lambda: {(fill, len) => (fill, recover val Array[U8].init(fill, len) end)}.

PropertyParams defaults: 100 samples, 10 max shrink rounds, 5 max generator retries, 60s timeout, non-async. Override by implementing params() on your Property trait.

Stdlib Pitfalls and Patterns

  • Use constrained_types for validated wrappers: When you need a type that enforces a domain constraint (e.g., a value within a range, a string matching a pattern), use the constrained_types stdlib package instead of writing a class with a partial constructor. Define a Validator primitive, then alias Constrained[T, MyValidator] and MakeConstrained[T, MyValidator]. This returns (Constrained[T, V] | ValidationFailure) with descriptive error messages — better than a bare error from a partial constructor. Only val types can be constrained. See the Constrained Types pattern for the full approach.
  • Reader.skip(n) vs Reader.block(n) for discarding data: block(n) allocates an Array[U8] of size n; skip(n) just advances the cursor. When you don't need the bytes, always use skip.
  • Zero-copy chain: Array[U8] val.trim() + String.from_array(): trim on a val array returns a shared view (no data copy). String.from_array reuses the data pointer. Together they give zero-copy from buffer to decoded String.
  • Array.shift() is O(n), List.shift() is O(1): Array.shift() calls delete(0) which moves all elements. For chunk-based readers or queues consuming from the head, use List.
  • buffered.Writer has no i8 method: Has u8, i16_be, i32_be, i64_be, f32_be, f64_be but not i8. Write a signed byte with w.u8(I8(-5).u8()).
  • Semicolons in multi-line array literals: [as U8: 1; 2;\n 3; 4] is a compile error — semicolons at line-continuation points are rejected. All semicolon-separated elements must be on the same line, or use a recover val block with the array literal on one line.
  • block(0) edge case in chunk-based readers: When implementing a chunk-based reader, block(0) can be called after all chunks are consumed (e.g., zero-length string payloads in msgpack). Must short-circuit and return an empty array before accessing the chunk list.

Byte-by-Byte Copying is a Design Smell

When you find yourself copying data one byte at a time — manual loops, append/concat on Array[U8], building a new array element by element — stop and ask why. The usual cause: the reference capabilities don't line up for a bulk operation like copy_from or zero-copy trim, so you fell back to the slow path to make it compile.

The fix is almost never "accept the byte-by-byte copy." Instead, trace back to where the capability mismatch originates and redesign:

  • Can the source data be val instead of ref so trim gives a zero-copy view?
  • Can you recover earlier to get the right capability at the point where bulk copying happens?
  • Can you restructure ownership so the data doesn't need copying at all?
  • Can you use copy_from instead of append/concat? (copy_from is memcpy; append/concat copy byte-by-byte in a loop. copy_from is only available for Array[U8].)

Byte-by-byte is the last resort, not the first workaround. If the refcaps won't cooperate, that's the type system telling you the data flow needs rethinking, not that you need a slower algorithm. If you can't figure out how to make bulk operations work, ask — that's far better than silently inserting a slow copy path.

Panic Primitives ("Mort" Pattern)

Panic primitives for impossible code paths: When the compiler requires a branch that should never execute (e.g., else in a try after prior size validation), use a panic primitive instead of silently returning a value. The primitive prints file/line to stderr via FFI and exits. Common variants express intent:

  • Unreachable — compiler can't prove it, but we're certain it's dead code
  • IllegalState — state machine violation, function called in wrong state
  • New variants can be added as needed to express other intents

Implementation: uses @fprintf/@exit/@pony_os_stderr FFI, takes SourceLoc = __loc for automatic location, includes project issues URL. A dummy return value may be needed after the call since the compiler doesn't know the primitive diverges. Group multiple variants in a _mort.pony file; use unreachable.pony for a single primitive. Public or private (_Unreachable) depending on package visibility needs. Use ifdef debug then ... end wrapper for less-certain cases.

Deep Reference Material

For deeper type system and runtime questions, read files in the references/ directory alongside this skill. Start with type-system-synopsis.md for a distilled overview, then consult specific papers as needed.

The academic papers are provided as both a PDF and a same-named Markdown file (e.g., deny-capabilities.pdf and deny-capabilities.md). If you can read PDFs, read the PDF — it is the authoritative source. The Markdown files are automated text conversions kept as a fallback for full-text search and for tools that cannot read PDFs; their tables, figures, formal notation, and charts are scrambled by the conversion, so never rely on the Markdown for those.

C-FFI

For C interop questions (calling C from Pony, passing pointers, callbacks, structs for FFI, error handling across the boundary), read references/tutorial-llms-full.txt (search for "C-FFI"). For FFI initialization and resource cleanup patterns, read references/patterns-llms-full.txt (search for "FFI Global Initializer", "FFI Resource Lifecycle", or "Static Constructor").

Async and Actor Interaction Patterns

For questions about getting values back from actors, batching work, or coordinating between actors, read references/patterns-llms-full.txt. Key sections: "Accessing an Actor with Arbitrary Transactions", "Interrogating Actors with Promises", "Batch and Yield", "Waiting". The Promises pattern is especially common — it solves "how do I get a result from an actor?"

Compiler Error Messages

Pony's compiler errors can be cryptic. For help interpreting them, read references/tutorial-llms-full.txt (search for "A Short Guide to Pony Error Messages").

Compiler Annotations and Platform-Dependent Code

For ifdef/else conditionals, \nodoc\, \nosupertype\, and other annotations, read references/tutorial-llms-full.txt (search for "Platform-dependent Code" and "Program Annotations").

Pattern Cookbook

references/patterns-llms-full.txt organizes idiomatic Pony patterns by category. When looking for "how do I..." answers, search by category:

  • Asynchronous — actor transactions, promises, batch-and-yield, waiting/timers
  • State Machine — trait-based state machines
  • Code Sharing — embed/delegate, mixin, notifier, object algebra
  • Creation — FFI global initializer, static constructor, supply chain, typed step builder
  • Data Sharing — copying, isolated fields, persistent data structures
  • Error Handling — error as union type
  • Object Capabilities — authority hierarchy, single-use capabilities
  • Resource Management — FFI resource lifecycle
  • Streaming — peek before consume
  • Testing — notifier interactions, output-only actors

Performance

For performance questions, read references/website-llms-full.txt (search for "Performance Cheat Sheet") and references/patterns-llms-full.txt (search for "performance/"). These cover allocations, boxing, GC tuning, scheduler threads, OS tuning, and profiling.

Synopses

references/type-system-synopsis.md — Distilled reference covering all six capabilities, the deny-properties matrix, subtyping lattice, ephemeral modifiers, aliasing/unaliasing, local and global compatibility tables, viewpoint adaptation (non-extracting and extracting), safe-to-write rules, recovery, generics with capability constraints, and the Steed vs. PonyS differences. Read this first for any formal type system question.

references/runtime-gc-synopsis.md — Distilled reference covering ORCA (object GC), MAC (actor cycle collection), per-actor heaps, reference count invariant, causal messaging, weighted reference counting, the scheduler, pool allocator, and how the type system enables the runtime. Includes an "Implementation Divergences" section documenting where the current ponyc runtime has evolved beyond the papers. Read this first for any runtime or GC question.

Pony Documentation (from websites)

Each site provides an llms.txt (table of contents / synopsis) and an llms-full.txt (complete content). Start with the synopsis; read the full version when you need detail on a specific topic.

Site Synopsis Full content Topics
Tutorial (tutorial.ponylang.io) tutorial-llms.txt tutorial-llms-full.txt Language guide: types, expressions, reference capabilities, generics, packages, testing, C-FFI, runtime, gotchas
Patterns (patterns.ponylang.io) patterns-llms.txt patterns-llms-full.txt Idiomatic patterns: async, state machines, code sharing, creation, data sharing, error handling, performance, testing
Website (www.ponylang.io) website-llms.txt website-llms-full.txt FAQ, tooling guides (corral, cross-compilation, debugging), philosophy, reference capabilities overview

These files are snapshots and should be periodically refreshed from the live websites.

Papers Index

Each paper has a .pdf (authoritative — prefer it if you can read PDFs) and a same-named .md text fallback in references/. The .md conversion garbles tables, figures, formal notation, and charts, so consult the .pdf for any of those. The table lists each paper's basename.

Paper Basename in references/ Key topics
Steed, "A Principled Design of Capabilities in Pony" (2016) a-principled-design-of-capabilities The active formalization (PonyG). Extracting viewpoint adaptation, active/passive temporaries, uniform well-formedness, Prolog-verified lemmas. Found data-race bug in intersection types.
Clebsch et al., "Deny Capabilities for Safe, Fast Actors" (2015) deny-capabilities The foundational paper (PonyS). Deny-properties matrix, all six capabilities, viewpoint adaptation, safe-to-write, aliasing, recovery, core safety invariants.
Clebsch et al., "Deny Capabilities" (extended version with proofs) deny-capabilities-with-proof Extended version of the above with full proofs.
Lietar, "Formalizing Generics for Pony" (2017) formalizing-generics Extends PonyG with generics (PonyPL). Partial reification technique. Found compiler unsoundness bugs.
Clebsch, "Co-Designing a Type System and a Runtime" (PhD thesis, 2017) co-designing-type-system-and-runtime Comprehensive formalization: type system + ORCA + MAC. Deep viewpoint adaptation. Proves preservation and data-race freedom.
Clebsch et al., "Orca: GC and Type System Co-Design" (OOPSLA 2017) orca-gc How type system guarantees enable per-actor GC without stop-the-world, read/write barriers, or synchronization.
Clebsch et al., "Fully Concurrent Garbage Collection of Actors on Many-Core Machines" fully-concurrent-gc MAC protocol for concurrent actor GC.
Clebsch & Blessing, "Ownership and Reference Counting based Garbage Collection in the Actor World" ownership-gc OGC/Pony-ORCA: ownership and reference counting for actor GC.
Clebsch et al., "A String of Ponies" a-string-of-ponies Transparent distributed programming with actors.
Install via CLI
npx skills add https://github.com/ponylang/llm-skills --skill pony-ref
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