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 G1Joshi/Agent-Skills --skill echogit clone --depth 1 https://github.com/G1Joshi/Agent-SkillsWrote 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/g1joshi/agent-skills/echo)<a href="https://agentmods.dev/skills/g1joshi/agent-skills/echo"><img src="https://agentmods.dev/badge/skills/g1joshi/agent-skills/echo/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/g1joshi/agent-skills/echo"><img src="https://agentmods.dev/badge/skills/g1joshi/agent-skills/echo.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 | $0.00032 | $0.01284 |
| Opus 5.5 | $0.00013 | $0.00514 |
| Sonnet 5.5 | $0.00006 | $0.00257 |
| Haiku 4.5 | $0.00003 | $0.00128 |
Grade A, and why
echo 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 17d 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 — 200 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Echo
Echo is a minimalist Go framework known for performance. v4 is stable and widely used for microservices.
When to Use
- High-Performance Go RESTful APIs: Developing low-latency web services and microservices with minimal allocation overhead.
- Microservices Requiring Middleware Pipelines: Utilizing built-in JWT authentication, CORS, rate limiting, and recover middleware.
- Robust Route Parameter Extraction & Binding: Automatically binding and validating JSON, XML, and form-data payloads.
- WebSocket & SSE Streaming Backends: Real-time push notification endpoints in Go.
Quick Start
package main
import (
"net/http"
"github.com/labstack/echo/v4"
"github.com/labstack/echo/v4/middleware"
)
type User struct {
Name string `json:"name"`
Email string `json:"email"`
}
func main() {
e := echo.New()
e.Use(middleware.Logger())
e.Use(middleware.Recover())
e.GET("/api/health", func(c echo.Context) error {
return c.JSON(http.StatusOK, map[string]string{"status": "ok"})
})
e.Logger.Fatal(e.Start(":8080"))
}
Core Concepts
Handler Registration & Parameter Extraction
Clean route grouping with context parameter extraction:
package main
import (
"net/http"
"github.com/labstack/echo/v4"
"github.com/labstack/echo/v4/middleware"
)
type UserResponse struct {
ID string `json:"id"`
Username string `json:"username"`
}
func getUserHandler(c echo.Context) error {
id := c.Param("id")
queryFilter := c.QueryParam("include_details")
return c.JSON(http.StatusOK, UserResponse{
ID: id,
Username: "user_" + id + "_filter_" + queryFilter,
})
}
func main() {
e := echo.New()
e.Use(middleware.Logger())
e.Use(middleware.Recover())
api := e.Group("/api/v1")
api.GET("/users/:id", getUserHandler)
e.Logger.Fatal(e.Start(":8080"))
}
Request Payload Binding & Validation
Validating incoming JSON payloads with go-playground validator:
package main
import (
"net/http"
"github.com/go-playground/validator/v10"
"github.com/labstack/echo/v4"
)
type CustomValidator struct {
validator *validator.Validate
}
func (cv *CustomValidator) Validate(i interface{}) error {
return cv.validator.Struct(i)
}
type CreateUserRequest struct {
Email string `json:"email" validate:"required,email"`
Age int `json:"age" validate:"gte=18,lte=120"`
}
func createUser(c echo.Context) error {
req := new(CreateUserRequest)
if err := c.Bind(req); err != nil {
return echo.NewHTTPError(http.StatusBadRequest, err.Error())
}
if err := c.Validate(req); err != nil {
return echo.NewHTTPError(http.StatusUnprocessableEntity, err.Error())
}
return c.JSON(http.StatusCreated, req)
}
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.
- 17d ago Changed · +5 lines f2b00b3ad85c
- 21d ago Changed · +150 lines · +18 tokens per session 5d800cd265ec
- 1mo ago First seen · 45 lines · 14 tokens per session scan A 3617037cb778
echo is a skill published in the GitHub repository G1Joshi/Agent-Skills (15 stars, last pushed 18d ago), licensed MIT. It adds 32 tokens to every session and 1,284 once invoked, about $0.0001 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 2026-09-03.
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Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
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