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 jonathimer/devmarketing-skills --skill sdk-dxgit clone --depth 1 https://github.com/jonathimer/devmarketing-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/jonathimer/devmarketing-skills/sdk-dx)<a href="https://agentmods.dev/skills/jonathimer/devmarketing-skills/sdk-dx"><img src="https://agentmods.dev/badge/skills/jonathimer/devmarketing-skills/sdk-dx.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 | $0.00105 | $0.03134 |
| Opus 5 | $0.00053 | $0.01567 |
| Sonnet 5 | $0.00021 | $0.00627 |
| Haiku 4.5 | $0.00011 | $0.00313 |
Grade A, and why
sdk-dx 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 8d 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 — 530 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SDK Design and Developer Experience
The best SDK marketing is an SDK that developers can't stop talking about. When your SDK makes developers feel productive and competent, they become your advocates. When it frustrates them, no amount of marketing will save you.
Overview
SDK developer experience (DX) encompasses everything a developer feels when using your library:
- Discovery: How easily can they find and install it?
- Learning: How quickly can they understand how to use it?
- Using: How productive are they day-to-day?
- Debugging: How easily can they fix problems?
- Upgrading: How painlessly can they adopt new versions?
Great SDK DX is a competitive advantage. Developers choose tools that make them feel smart.
Before You Start
Review the developer-audience-context skill to understand:
- What languages and frameworks do your target developers use?
- What IDE/editor setups are most common?
- What's their experience level with your problem domain?
- What competing SDKs have they used? What do they like/dislike?
SDK design decisions should flow from deep understanding of your users.
API Design Principles
Principle 1: Optimize for the Common Case
The most frequent use case should require the least code.
Good Design:
# Common case: send a simple message
client.messages.send("Hello world", to="+1234567890")
# Full control when needed
client.messages.send(
body="Hello world",
to="+1234567890",
from_="+0987654321",
status_callback="https://...",
media_urls=["https://..."]
)
Bad Design:
# Every call requires full configuration
message = Message(
body="Hello world",
to=PhoneNumber("+1234567890"),
from_=PhoneNumber(config.get_default_from()),
options=MessageOptions(
status_callback=None,
media_urls=[]
)
)
client.messages.send(message)
Principle 2: Progressive Disclosure
Start simple, reveal complexity as needed.
// Level 1: Simplest possible usage
const result = await client.analyze("Hello world");
// Level 2: Common options
const result = await client.analyze("Hello world", {
language: "en",
features: ["sentiment", "entities"]
});
// Level 3: Full control
const result = await client.analyze("Hello world", {
language: "en",
features: ["sentiment", "entities"],
model: "v2-large",
timeout: 30000,
retries: { max: 3, backoff: "exponential" }
});
What ships with it
1 file 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.
- 8d ago First seen · 530 lines · 105 tokens per session scan A 67a4eea49cb4
sdk-dx is a skill published in the GitHub repository jonathimer/devmarketing-skills (86 stars, last pushed 6mo ago), licensed MIT. It adds 105 tokens to every session and 3,134 once invoked, about $0.0005 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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