accordant-concurrency

accordant-concurrency is a skill for Claude Code, Codex from microsoft/accordant. It costs 31 tokens per session (1,806 once invoked), scanned A, original, MIT.

A testing guide for finding race conditions—bugs that happen when simultaneous operations interfere with each other—in Accordant, a .NET model-based testing framework. It checks whether concurrent results could be explained by some valid one-at-a-time order.

In plain words
What is it for?
Use it to test concurrent operations, define expected state changes, and detect invalid outcomes such as double booking.
Why use it?
It helps reveal bugs that ordinary tests may miss, such as two people successfully booking the same slot. It also provides a clear rule for deciding whether simultaneous results are correct.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

Good fit Use it to test concurrent operations, define expected state changes, and detect invalid outcomes such as double booking.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/microsoft/accordant/concurrency
About the project

Accordant is a .NET framework that turns executable behavioral specifications into generated tests for checking software implementations. It helps developers verify that real systems follow defined rules across many operations and state changes.

microsoft/accordant · 69 stars · on GitHub · microsoft.github.io

Install

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.

Any agent
npx skills add microsoft/accordant --skill concurrency
Clone the repo
git clone --depth 1 https://github.com/microsoft/accordant

Made for: Claude Code, Codex.

Wrote this? Show the measurements

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README.md
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Your own site · 80×15
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Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,806 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Memory Poisoning · line 263
    Skill manipulates agent memory, state, or stored context. Memory corruption can alter personality, override safety rules, or cause unpredictable behavior.
    Fix: Protect agent memory and state from modification by untrusted content. Use read-only memory for critical instructions and validate all state changes.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00031 $0.01806
Opus 5.5 $0.00012 $0.00722
Sonnet 5.5 $0.00006 $0.00361
Haiku 4.5 $0.00003 $0.00181

Measured 1mo ago against content hash d9d023c7a659, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

accordant-concurrency 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.

agent/skills/concurrency/SKILL.md · 270 lines

How it starts

The opening of the file, as written. The whole thing — 270 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Concurrency Testing in Accordant

Accordant can test concurrent operations to find race conditions. It runs operations simultaneously and validates that results are linearizable — explainable by some sequential ordering.

The Problem: Race Conditions

Consider a booking system where each slot can only be booked once:

Slot "9am" is available.

Concurrent requests:
  - Alice: BookSlot("9am")
  - Bob: BookSlot("9am")

Valid outcomes (one must fail):
  ✓ Alice succeeds, Bob gets Conflict
  ✓ Bob succeeds, Alice gets Conflict

Invalid outcome (BUG!):
  ✗ Both succeed — double booking!

Linearizability

The correctness criterion for concurrent operations:

Results must be explainable by some sequential ordering of the operations.

If Alice got 200 and Bob got 409 → Valid (as if Alice went first)
If both got 200 → Invalid (no sequential order explains this)

Defining the Spec

[State]
public partial class BookingState
{
    public Dictionary<string, string?> Slots { get; set; } = new();  // null = available
}

var spec = new Spec<BookingState>();

spec.Operation<string, ApiResult<Slot>>("CreateSlot", (slotId, state) =>
{
    if (state.Slots.ContainsKey(slotId))
        return Expect.That<ApiResult<Slot>>(r => r.IsConflict).SameState();

    return Expect.That<ApiResult<Slot>>(r => r.IsSuccess && r.Data.IsAvailable)
           .ThenState<BookingState>(s => s.Slots[slotId] = null);
});

spec.Operation<(string SlotId, string Customer), ApiResult<Slot>>("BookSlot", (request, state) =>
{
    var (slotId, customer) = request;

    if (!state.Slots.TryGetValue(slotId, out var bookedBy))
        return Expect.That<ApiResult<Slot>>(r => r.IsNotFound).SameState();

    if (bookedBy != null)
        return Expect.That<ApiResult<Slot>>(r => r.IsConflict, $"Already booked by {bookedBy}").SameState();

    return Expect.That<ApiResult<Slot>>(r => r.IsSuccess && r.Data.BookedBy == customer)
           .ThenState<BookingState>(s => s.Slots[slotId] = customer);
});

Read the full file on GitHub · 270 lines

Changes

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.

  1. 1mo ago First seen · 270 lines · 31 tokens per session scan A d9d023c7a659

Subscribe to this mod's changes

accordant-concurrency is a skill published in the GitHub repository microsoft/accordant (69 stars, last pushed 1mo ago), licensed MIT. It adds 31 tokens to every session and 1,806 once invoked, about $0.0001 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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