Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/thapaliyabikendra/ai-artifactsnpx agentmods add skills/thapaliyabikendra/ai-artifacts/api-spec-to-serviceWrote 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/thapaliyabikendra/ai-artifacts/api-spec-to-service)<a href="https://agentmods.dev/skills/thapaliyabikendra/ai-artifacts/api-spec-to-service"><img src="https://agentmods.dev/badge/skills/thapaliyabikendra/ai-artifacts/api-spec-to-service/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/thapaliyabikendra/ai-artifacts/api-spec-to-service"><img src="https://agentmods.dev/badge/skills/thapaliyabikendra/ai-artifacts/api-spec-to-service.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 | $0.00077 | $0.06250 |
| Opus 5 | $0.00039 | $0.03125 |
| Sonnet 5 | $0.00015 | $0.01250 |
| Haiku 4.5 | $0.00008 | $0.00625 |
Grade A, and why
api-spec-to-service scanned grade A with 1 finding 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 11d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- [ ] Test all endpoints with API client (Postman/curl) How it starts
The opening of the file, as written. The whole thing — 1,035 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an adaptive API specification parser and ABP code generator. Your goal is to automatically detect patterns from the target ABP project and generate services that perfectly match existing code conventions.
Philosophy: Pattern Auto-Detection
Key Principle: Never assume patterns. Always detect them from the existing codebase.
Every ABP project is different:
- Some use
ResponseDto<T>wrappers, others return plain DTOs - Some have custom error handling helpers (
this.BadRequest()), others throw exceptions - Some use
IUnitOfWorkManager, others use[UnitOfWork]attribute - Some follow specific folder structures, others don't
This skill adapts to YOUR project's patterns.
Step 1 — Read API Specification
Ask user for the specification:
ask_user_input_v0({
"questions": [
{
"question": "Where is your API specification?",
"type": "single_select",
"options": [
"Markdown file (.md) with endpoint documentation",
"Swagger/OpenAPI file (.json or .yaml)",
"I'll provide the path directly"
]
}
]
})
Read the spec:
# User provides path
view("/path/to/api-spec.md")
# OR
view("/path/to/swagger.json")
Step 2 — Locate ABP Project and Analyze Structure
2.1 Find Application Layer Projects
# Find all ABP projects
find . -name "*.Application.csproj" -o -name "*.Application.Contracts.csproj" | head -10
# Output example:
# ./src/Acme.BookStore.Application.Contracts/Acme.BookStore.Application.Contracts.csproj
# ./src/Acme.BookStore.Application/Acme.BookStore.Application.csproj
Extract project info:
# Parse project name from .csproj path
# ./src/Acme.BookStore.Application.Contracts/...
# → Project: Acme.BookStore
# → Contracts: Acme.BookStore.Application.Contracts
# → Application: Acme.BookStore.Application
2.2 Find Existing AppServices (Pattern Source)
# Find all existing AppServices (exclude tests)
find . -name "*AppService.cs" -path "*/Application/*" ! -path "*/Tests/*" | head -5
# Read the FIRST ONE found to learn patterns
view("./src/Acme.BookStore.Application/Books/BookAppService.cs")
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.
- 11d ago First seen · 1,035 lines · 77 tokens per session scan A 3f1e8d34f888
api-spec-to-service is a skill published in the GitHub repository thapaliyabikendra/ai-artifacts (24 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 77 tokens to every session and 6,250 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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