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-read-model-specificationsgit 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-read-model-specifications)<a href="https://agentmods.dev/skills/cratis/ai/cratis-chronicle-read-model-specifications"><img src="https://agentmods.dev/badge/skills/cratis/ai/cratis-chronicle-read-model-specifications/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/cratis/ai/cratis-chronicle-read-model-specifications"><img src="https://agentmods.dev/badge/skills/cratis/ai/cratis-chronicle-read-model-specifications.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00087 | $0.03081 |
| Opus 5.5 | $0.00035 | $0.01232 |
| Sonnet 5.5 | $0.00017 | $0.00616 |
| Haiku 4.5 | $0.00009 | $0.00308 |
Grade A, and why
cratis-chronicle-read-model-specifications 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 6d 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 — 271 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Chronicle read-model specifications
ReadModelScenario<TReadModel> runs a projection or a reducer in-process
against a sequence of events. No Chronicle server, no database, no network — the
events go in, the materialized instance comes out.
Pure reducer decisions use Specification plus a direct method call by
default, with the event and current state supplied explicitly (for a self model,
Model.Reduce(@event, current)). Add
ReadModelScenario<TReadModel> only where declarative projection behavior,
event dispatch, filtering, metadata or read-model wiring contribute proof.
For a read-model scenario specification the Given is the act. There
is no separate When: seeding the events is what makes the projection run.
Product sources
| Package | Purpose |
|---|---|
Cratis.Chronicle.Testing |
Source/Clients/Testing/ReadModels/ReadModelScenario.cs: scenario selection, self and nominated reducers |
Cratis.Chronicle |
Source/Clients/DotNET/Reducers/{SelfReducerMethods,RegisteredReducerReadModel}.cs, ReadModels/ReadModelBuilderOwnership.cs: supported forms and ownership |
Cratis.Specifications.XUnit |
The Specification base and the ShouldXxx assertions |
Source: Source/Clients/Testing/ReadModels/ in Cratis/Chronicle.
dotnet add package Cratis.Chronicle.Testing
Reverify against the Chronicle repository before claiming support for another version.
Route near misses
- Event appending, constraints, or the event log's own behavior: use
cratis-chronicle-event-specifications. - A command running through validators,
Provide()andHandle(): usecratis-application-slice-specifications. - Deciding what the read model or projection should be: use
cratis-chronicle-read-model,cratis-chronicle-projection, orcratis-chronicle-reducer. - The scope is model-first (its read-model
specificationblocks andthen readmodelrows are the contract). Decide this with the decision rule incratis-screenplay-modeling-lifecycle: model-first only when an accepted model under the model root covers this scope, or the repository is opted in (opted in pergeneral.md"Model first"; wherecratis-screenplay-modeling-lifecycleis installed, run itsscripts/model-first-status.mjs); framework, infrastructure, client, adapter and not-opted-in brownfield work stays code-first. Opted in but no model for this scope: model it first (cratis-screenplay-discovery, thencratis-screenplay-slice-design) before writing specifications. If those Screenplay skills are not installed, say so and stop; never author.playfrom memory. Never edit Stage-managed output, and never change a model specification to match existing code. Author model specifications withcratis-screenplay-specificationsandcratis-screenplay-scenario-coverage; check finished code against them withcratis-application-slice-conformance.
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.
- 6d ago Changed · +6 lines 4c1f4098124b
- 7d ago Changed · +20 lines e9afcbf6dd38
- 9d ago Changed · +12 lines 8de821185f31
- 10d ago Changed 0c2b26bd2102
- 12d ago Changed · +1 lines 0b127732a547
- 15d ago Changed · +53 lines · +14 tokens per session 9f1c388873d2
- 1mo ago Changed · +2 lines 47a31166826d
- 1mo ago First seen · 177 lines · 73 tokens per session scan A a9323db8485b
cratis-chronicle-read-model-specifications is a skill published in the GitHub repository Cratis/AI (4 stars, last pushed yesterday), licensed MIT. It adds 87 tokens to every session and 3,081 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 2026-09-08.
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