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 Cratis/AI --skill cratis-chronicle-reducergit clone --depth 1 https://github.com/Cratis/AIWrote 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/cratis/ai/cratis-chronicle-reducer)<a href="https://agentmods.dev/skills/cratis/ai/cratis-chronicle-reducer"><img src="https://agentmods.dev/badge/skills/cratis/ai/cratis-chronicle-reducer.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00082 | $0.01773 |
| Opus 5 | $0.00041 | $0.00886 |
| Sonnet 5 | $0.00016 | $0.00355 |
| Haiku 4.5 | $0.00008 | $0.00177 |
Grade A, and why
cratis-chronicle-reducer 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 today.
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 — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Chronicle reducers
A reducer builds a read model as "current state plus event produces next state", with real C# control flow. It is the last resort on the projection ladder, not a default. A reducer that could have been a projection is a projection that was never written, and it will be flagged for conversion in review.
Verified product sources
This skill is verified against this exact source:
| Package | Version | Purpose |
|---|---|---|
Cratis.Chronicle |
16.45.2 |
Cratis.Chronicle.Reducers, Cratis.Chronicle.ReadModels, Cratis.Chronicle.Events |
Reverify product sources before claiming support for another version.
Admission test — all three must hold
- Model-bound attributes cannot express it. Not
[FromEvent<T>],[SetFrom<T>],[SetValue<T>],[SetFromContext<T>],[AddFrom<T>],[SubtractFrom<T>],[ChildrenFrom<T>],[Join<T>],[RemovedWith<T>],[RemovedWithJoin<T>],[Nested],[ClearWith<T>],[Increment<T>],[Decrement<T>],[Count<T>],[FromAll], or[FromEvery]. - The fluent
IProjectionFor<T>builder cannot express it. NotUsingKey,UsingKeyFromContext,UsingParentKey,UsingCompositeKey,UsingConstantKey,Join,Children,Nested,WithInitialValues,NotRewindable, or aSet(...).To(...)form. - The remainder needs real control flow — branching on prior state, loops, or an accumulation the declarative APIs have no operator for.
If all three hold, write the reducer and carry an inline justification naming the specific limitation that ruled out a projection.
using Cratis.Chronicle.Events;
using Cratis.Chronicle.Reducers;
// Reducer required: the next value depends on the prior value through a
// per-event rule that no counter or projection operator expresses.
public class <ReadModelName>Reducer : IReducerFor<<ReadModelName>>
{
public <ReadModelName> <Opened>(<OpenedEvent> @event, <ReadModelName>? current, EventContext context) =>
new(<initialValue>, context.Occurred);
public <ReadModelName> <Changed>(<ChangedEvent> @event, <ReadModelName>? current) =>
current is null
? new(<initialValue>, default)
: current with { <Property> = <computedFrom(current, @event)> };
}
What ships with it
1 file 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.
- today First seen · 174 lines · 82 tokens per session scan A b7ac56f83806
cratis-chronicle-reducer is a skill published in the GitHub repository Cratis/AI (2 stars, last pushed today), licensed MIT. It adds 82 tokens to every session and 1,773 once invoked, about $0.0004 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 2026-09-06.
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