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 jkaninda/okapi-skills --skill responsegit clone --depth 1 https://github.com/jkaninda/okapi-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/jkaninda/okapi-skills/response)<a href="https://agentmods.dev/skills/jkaninda/okapi-skills/response"><img src="https://agentmods.dev/badge/skills/jkaninda/okapi-skills/response.svg" alt="Measured on agentmods" 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 | $0.00000 | $0.01184 |
| Opus 5 | $0.00000 | $0.00592 |
| Sonnet 5 | $0.00000 | $0.00237 |
| Haiku 4.5 | $0.00000 | $0.00118 |
Grade A, and why
response 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 7d 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 — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Okapi Response Helpers
For aborts, error handlers, and RFC 7807 Problem Details, see the error_handling/ skill.
JSON Responses
c.OK(data) // 200
c.Created(data) // 201
c.NoContent() // 204, empty body
c.JSON(code, data) // custom status
Other Formats
c.XML(code, data)
c.YAML(code, data)
c.Text(code, data) / c.String(code, data) // String is an alias for Text
c.Data(code, contentType, []byte) // raw bytes with an explicit content type
c.HTML(code, file, data) // parse and render a template file
c.HTMLView(code, templateStr, data) // render an inline template string
c.Render(code, name, data) // named template via the configured Renderer
c.Redirect(code, location) // writes the redirect; returns nothing
c.Redirect has no return value — write c.Redirect(...); return nil.
File Serving
c.ServeFile(path)
c.ServeFileFromFS(filepath, fs) // from any http.FileSystem
c.ServeFileAttachment(path, filename) // Content-Disposition: attachment (download)
c.ServeFileInline(path, filename) // Content-Disposition: inline
Structured Response (Body / Status / Header Pattern)
c.Respond (alias c.Return) introspects a struct and writes status, headers, cookies, and body from its fields.
type BookResponse struct {
Status int // HTTP status code (defaults to 200 when absent/zero)
Body Book // response payload
RequestID string `header:"X-Request-ID"` // response header
Session string `cookie:"session"` // response cookie (Path=/)
}
return c.Respond(&BookResponse{Status: 201, Body: book, RequestID: rid})
Field rules:
| Field | Becomes |
|---|---|
Status (int) |
HTTP status code |
Body |
Response payload |
tagged header:"X-Name" |
Response header |
tagged cookie:"name" |
Set-Cookie with Path=/ |
| anything else | A response header named after the field (or its json tag name) |
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.
- 7d ago First seen · 131 lines · 0 tokens per session scan A d7b8d090bccf
response is a skill published in the GitHub repository jkaninda/okapi-skills (3 stars, last pushed 22d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,184 tokens. 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 2026-08-31.
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