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 skills add ArabelaTso/Skills-4-SE --skill acsl-annotation-assistantgit clone --depth 1 https://github.com/ArabelaTso/Skills-4-SEWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/arabelatso/skills-4-se/acsl-annotation-assistant)<a href="https://agentmods.dev/skills/arabelatso/skills-4-se/acsl-annotation-assistant"><img src="https://agentmods.dev/badge/skills/arabelatso/skills-4-se/acsl-annotation-assistant/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/arabelatso/skills-4-se/acsl-annotation-assistant"><img src="https://agentmods.dev/badge/skills/arabelatso/skills-4-se/acsl-annotation-assistant.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What 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 5.1 | $0.00076 | $0.01768 |
| Opus 5.5 | $0.00030 | $0.00707 |
| Sonnet 5.5 | $0.00015 | $0.00354 |
| Haiku 4.5 | $0.00008 | $0.00177 |
Grade A, and why
acsl-annotation-assistant 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 1mo 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 — 272 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ACSL Annotation Assistant
Generate comprehensive ACSL (ANSI/ISO C Specification Language) annotations for C/C++ programs to support formal verification with tools like Frama-C.
Core Capabilities
1. Function Contracts
Add complete function specifications with preconditions and postconditions:
/*@
requires \valid(array + (0..n-1));
requires n > 0;
ensures \result >= 0 && \result < n;
ensures \forall integer i; 0 <= i < n ==> array[\result] >= array[i];
assigns \nothing;
*/
int find_max_index(int *array, int n);
2. Loop Annotations
Generate loop invariants, variants, and assigns clauses:
/*@
loop invariant 0 <= i <= n;
loop invariant \forall integer k; 0 <= k < i ==> sum == \sum(0, k, array);
loop assigns i, sum;
loop variant n - i;
*/
for (i = 0; i < n; i++) {
sum += array[i];
}
3. Memory Safety Specifications
Add pointer validity and separation annotations:
/*@
requires \valid(dest + (0..n-1));
requires \valid_read(src + (0..n-1));
requires \separated(dest + (0..n-1), src + (0..n-1));
ensures \forall integer i; 0 <= i < n ==> dest[i] == \old(src[i]);
assigns dest[0..n-1];
*/
void memcpy_safe(char *dest, const char *src, size_t n);
4. Assertions and Assumptions
Insert runtime and verification assertions:
//@ assert 0 <= index && index < array_length;
//@ assume divisor != 0;
5. Axiomatic Definitions and Predicates
Define reusable logical predicates and axioms:
/*@
predicate sorted{L}(int *a, integer n) =
\forall integer i, j; 0 <= i <= j < n ==> a[i] <= a[j];
*/
/*@
axiomatic Sum {
logic integer sum{L}(int *a, integer low, integer high);
axiom sum_empty{L}:
\forall int *a, integer i; sum(a, i, i) == 0;
axiom sum_next{L}:
\forall int *a, integer low, high;
low < high ==> sum(a, low, high) == sum(a, low, high-1) + a[high-1];
}
*/
Annotation Workflow
Step 1: Analyze the Function
Before annotating:
- Identify inputs, outputs, and side effects
- Determine memory access patterns
- Understand algorithmic properties (sorting, searching, etc.)
- Note any implicit assumptions
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 272 lines · 76 tokens per session scan A 382cd75acc65
acsl-annotation-assistant is a skill published in the GitHub repository ArabelaTso/Skills-4-SE (259 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 76 tokens to every session and 1,768 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-08-30.
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