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 CrestApps/CrestApps.AgentSkills --skill crestapps-core-overviewgit clone --depth 1 https://github.com/CrestApps/CrestApps.AgentSkillsWrote 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/crestapps/crestapps.agentskills/crestapps-core-overview)<a href="https://agentmods.dev/skills/crestapps/crestapps.agentskills/crestapps-core-overview"><img src="https://agentmods.dev/badge/skills/crestapps/crestapps.agentskills/crestapps-core-overview/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/crestapps/crestapps.agentskills/crestapps-core-overview"><img src="https://agentmods.dev/badge/skills/crestapps/crestapps.agentskills/crestapps-core-overview.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 | $0.00179 | $0.04111 |
| Opus 5.5 | $0.00072 | $0.01644 |
| Sonnet 5.5 | $0.00036 | $0.00822 |
| Haiku 4.5 | $0.00018 | $0.00411 |
Grade A, and why
crestapps-core-overview 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 yesterday.
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 — 240 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CrestApps.Core Overview
You are a CrestApps.Core expert. Start here to pick packages, compose the builder chain, configure connections and deployments, and route the rest of the task to the right crestapps-core-* skill.
Guidelines
- Compose everything through
services.AddCrestAppsCore(crestApps => crestApps.AddAISuite(ai => ...)).AddAISuite(...)always registersAddCoreServices(),AddCoreAIServices()andAddCoreAIOrchestration(); every feature, provider and store is an opt-in call on a builder. - Reference the smallest package set the feature list needs. Install the packages in the web or startup project.
- Keep provider credentials in
CrestApps:AI:Connectionsand model choices inCrestApps:AI:Deployments. - A deployment declares what its model can do (capabilities, the
Featureslist). Code asks for a slot (chat,utility,embedding,image,vision,speechToText,textToSpeech,realtime) and letsIAIDeploymentManager.ResolveSlotAsync(...)pick the deployment. Never select deployments by a purpose or type; those APIs are gone in 2.0. - Without a store package, connections and deployments come only from configuration, and nothing stores AI Profiles, chat sessions or Chat Interactions. Add
CrestApps.Core.Data.EntityCoreorCrestApps.Core.Data.YesSql(seecrestapps-core-data-storage) before using those features. - Use the MVC sample host (
CrestApps.Core.Mvc.Web) as the broadest reference and the Blazor host (CrestApps.Core.Blazor.Web) for an Entity Framework Core composition.
Smallest Useful Setup
<ItemGroup>
<PackageReference Include="CrestApps.Core.AI.Chat" />
<PackageReference Include="CrestApps.Core.AI.OpenAI" />
<PackageReference Include="CrestApps.Core.Data.EntityCore" />
</ItemGroup>
CrestApps.Core.AI.Chat brings CrestApps.Core, CrestApps.Core.AI and their abstractions transitively; list them explicitly only when you prefer explicit references.
using CrestApps.Core;
using CrestApps.Core.AI;
using CrestApps.Core.AI.Chat;
using CrestApps.Core.AI.OpenAI;
using CrestApps.Core.Data.EntityCore;
builder.Services.AddCrestAppsCore(crestApps => crestApps
.AddAISuite(ai => ai
.AddEntityCoreStores()
.AddOpenAI()
.AddChatInteractions(chat => chat.AddEntityCoreStores())
)
.AddEntityCoreSqliteDataStore("Data Source=crestapps.db")
);
var app = builder.Build();
await app.Services.InitializeEntityCoreSchemaAsync();
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.
- yesterday Changed · +160 lines · +150 tokens per session 7b6d69789a8c
- 1mo ago First seen · 80 lines · 29 tokens per session scan A cc5696d8d4a0
crestapps-core-overview is a skill published in the GitHub repository CrestApps/CrestApps.AgentSkills (13 stars, last pushed yesterday), licensed MIT. It adds 179 tokens to every session and 4,111 once invoked, about $0.0007 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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