Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add rules/briangmilnes/apas-verus/trait-impl-patterngit clone --depth 1 https://github.com/briangmilnes/APAS-VERUSWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00764 | $0.00764 |
| Opus 5 | $0.00382 | $0.00382 |
| Sonnet 5 | $0.00153 | $0.00153 |
| Haiku 4.5 | $0.00076 | $0.00076 |
Grade A, and why
trait-impl-pattern scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trait-Impl Pattern
Philosophy: Traits as ML Modules
Rust decided 40 years after ML modules were proven not to include them, opting instead for Haskell-style typeclasses (traits) for ad-hoc polymorphism. Because APAS-VERUS is a teaching corpus, we use traits to simulate module interfaces to maximize readability.
- Ignore standard Rust idioms: Do not restrict traits only to cases with multiple implementing types.
- Traits as Interfaces: Put almost every public function into a trait (some exceptions exist due to complex return types).
- Specs in Traits: Place the Verus specifications (
requires/ensures) in the trait definition, not the implementation block. This separates the interface contract from the implementation details.
Every APAS module defines a trait containing all public functions, and implements them
in a single impl Trait for Type block. There are no bare impl Type blocks for functions
that belong in the trait.
Required Structure
pub trait FooTrait: Sized {
fn new(...) -> Self;
fn bar(&self, ...) -> ...;
fn baz(&mut self, ...) -> ...;
}
impl FooTrait for Foo {
fn new(...) -> Self { ... }
fn bar(&self, ...) -> ... { ... }
fn baz(&mut self, ...) -> ... { ... }
}
Bare impl Type is an Error
If the hole detector reports bare_impl, that means functions are on a direct impl Type
block instead of impl Trait for Type. This must be fixed by moving the functions into the
trait and the trait impl.
Recursive Spec Functions on Enums
Recursive spec fns can go directly in impl Trait for Type with decreases *self.
Child traversal uses qualified trait calls: NodeTrait::spec_size(&*n). No inherent
impl blocks or free spec fns needed. See multi-struct-spec-style.mdc for the full pattern
and src/experiments/tree_module_style.rs for verified evidence.
For legacy code, the older delegation pattern (inherent methods + trait stubs) still
works — see src/experiments/trait_decreases.rs Test 3. But the tree module style is
preferred for new code.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 73 lines · 764 tokens per session scan A c5c9d0c81ffa
trait-impl-pattern is a cursor rule published in the GitHub repository briangmilnes/APAS-VERUS (10 stars, last pushed 1mo ago), licensed MIT. It adds 764 tokens to every session, about $0.0038 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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