IntelliConnect: Skill for Codex

.codex/skills/intelliconnect-service-style/SKILL.md

intelliconnect-service-style is a skill for Codex from ruanrongman/IntelliConnect. It costs 87 tokens per session (2,101 once invoked), scanned A, original, Apache-2.0.

A set of coding rules for adding or changing service-layer code in IntelliConnect's Spring Boot backend. It covers service implementations, request data objects, database access, pagination, permissions, and deletion checks.

In plain words
What is it for?
Use it when implementing backend services, request handling, database lookups, paged APIs, token-filtered reads, or CRUD operations in IntelliConnect.
Why use it?
It keeps new backend code consistent with the repository and helps prevent permission errors, duplicate records, repeated database queries, and unsafe deletes.

Skill for Codex

Written for Codex: installed under .codex/.

This is ruanrongman/IntelliConnect's own configuration. It tells Codex how to work on IntelliConnect itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything IntelliConnect configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ruanrongman/IntelliConnect. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/ruanrongman/IntelliConnect/main/.codex/skills/intelliconnect-service-style/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/ruanrongman/IntelliConnect

Made for: Codex.

Wrote 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.

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README.md
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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.

agentmods 80×15 button for intelliconnect-service-style

Your own site · 80×15
<a href="https://agentmods.dev/skills/ruanrongman/intelliconnect/intelliconnect-service-style"><img src="https://agentmods.dev/badge/skills/ruanrongman/intelliconnect/intelliconnect-service-style.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,101 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 pass 7 Sept 2026
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 $0.00087 $0.02101
Opus 5 $0.00044 $0.01051
Sonnet 5 $0.00017 $0.00420
Haiku 4.5 $0.00009 $0.00210

Measured 12d ago against content hash 68979837eb64, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

intelliconnect-service-style 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 12d 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.

.codex/skills/intelliconnect-service-style/SKILL.md · 215 lines

How it starts

The opening of the file, as written. The whole thing — 215 lines — stays where its author put it; the contents beside it link to each section on GitHub.

IntelliConnect Service Style

Use this skill when implementing backend service/serviceimpl code in IntelliConnect. Prefer PUT/update flows that identify the target row by id.

Workflow

  1. Read existing nearby examples before editing:
    • src/main/java/top/rslly/iot/services/agent/*ServiceImpl.java
    • src/main/java/top/rslly/iot/services/thingsModel/*ServiceImpl.java
    • matching dao/, models/, and param/request/ files.
  2. Prefer the existing repository/service naming style over new abstractions.
  3. Add or update the request DTO in top.rslly.iot.param.request when the service method accepts input from controller code.
  4. Add derived Spring Data repository methods for simple lookups and pageable queries.
  5. Use database-backed pagination for paged APIs; do not manually paginate non-empty lists in the service.
  6. Use streams for simple collection projection, but avoid repeated repository calls and mutation-heavy stream code.
  7. Keep controller permission checks outside mutating service methods when the repository pattern already uses SafetyServiceImpl wrappers.
  8. Before implementing any delete path, inspect all related tables/repositories and decide whether the correct behavior is dependency failure or cascade delete.
  9. If the dependency policy is not already obvious from nearby code, ask the user whether to return HAS_DEPENDENCIES or delete related records too.
  10. Compile with JDK 21 after edits:
$env:JAVA_HOME='C:\Users\Lenovo\.jdks\ms-21.0.9'; $env:Path="$env:JAVA_HOME\bin;$env:Path"; .\mvnw.cmd -q -DskipTests compile

Service Interface Pattern

Use interfaces under the same service package as the implementation.

Common method shape:

List<Entity> findAllById(int id);

List<Entity> findAllByProductId(int productId);

JsonResult<?> getThing(String token);

JsonResult<?> postThing(ThingParam param);

JsonResult<?> updateThing(ThingParam param);

JsonResult<?> deleteThing(int id);

Use String token for list getters that need user-specific filtering. Do not pass token into post, update, or delete when controller/SafetyService will authorize the operation before calling the service.

Read the full file on GitHub · 215 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. 12d ago First seen · 215 lines · 87 tokens per session scan A 68979837eb64

Subscribe to this mod's changes

intelliconnect-service-style is a skill published in the GitHub repository ruanrongman/IntelliConnect (145 stars, last pushed 3d ago), licensed Apache-2.0. It adds 87 tokens to every session and 2,101 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 2026-08-30.

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