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 oborchers/fractional-cto --skill response-design-and-paginationgit clone --depth 1 https://github.com/oborchers/fractional-ctoWrote 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/oborchers/fractional-cto/response-design-and-pagination)<a href="https://agentmods.dev/skills/oborchers/fractional-cto/response-design-and-pagination"><img src="https://agentmods.dev/badge/skills/oborchers/fractional-cto/response-design-and-pagination/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/oborchers/fractional-cto/response-design-and-pagination"><img src="https://agentmods.dev/badge/skills/oborchers/fractional-cto/response-design-and-pagination.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 | $0.00068 | $0.02727 |
| Opus 5 | $0.00034 | $0.01363 |
| Sonnet 5 | $0.00014 | $0.00545 |
| Haiku 4.5 | $0.00007 | $0.00273 |
Grade A, and why
response-design-and-pagination 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.
How it starts
The opening of the file, as written. The whole thing — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Responses Are Contracts, Not Accidents
Every response your API returns is a contract. The moment a client parses it, the shape is frozen. Get it wrong and you carry the debt forever. Get it right -- consistent envelopes, stable pagination, predictable expand behavior -- and your API becomes a platform developers trust with production traffic.
Response design drives SDK generation, backward compatibility, and client-side caching. A well-structured response eliminates round trips, prevents breaking changes, and makes your API feel like a native library in every language.
Single Resource Envelope
Return the full object on create and update. Always.
A POST that returns { "id": 42 } forces a second GET to see what was created. A PATCH that returns 204 No Content leaves the client guessing about server-side side effects like updated_at changes and computed defaults.
Rules:
- POST (201 Created): return the full resource plus a
Locationheader - PUT/PATCH (200 OK): return the full updated resource
- DELETE: return
204 No Contentor200 OKwith a deletion confirmation object - Include
created_atandupdated_attimestamps on every resource -- clients need them for display, sorting, and cache invalidation
The resource shape must be identical everywhere it appears -- in a GET, in a list, embedded in another resource, or returned from a mutation. If a compact form is needed, offer ?fields=id,name rather than returning a different shape by default.
List Envelope
Wrap every list response in a consistent envelope. Never return a naked top-level array.
Use this structure for every list endpoint:
{
"data": [
{ "id": "ord_01HXK3GJ5V", "status": "shipped", "created_at": "2026-01-15T10:30:00Z" },
{ "id": "ord_01HXK3GJ6W", "status": "pending", "created_at": "2026-01-14T08:15:00Z" }
],
"has_more": true,
"next_cursor": "ord_01HXK3GJ6W"
}
Why this works:
datais always an array. Clients never check the type.has_moreis a boolean that maps directly to "Load more" and "Show next page" UIs.next_cursorprovides the opaque position marker for the next request.- No
total_countby default. Counting millions of rows is expensive and usually unnecessary. Offer it as an opt-in parameter (?include_count=true) when clients explicitly need it.
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 12d ago First seen · 189 lines · 68 tokens per session scan A e2ae2c7d8570
response-design-and-pagination is a skill published in the GitHub repository oborchers/fractional-cto (30 stars, last pushed 1mo ago), licensed MIT. It adds 68 tokens to every session and 2,727 once invoked, about $0.0003 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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