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 dean0x/devflow --skill patternsgit clone --depth 1 https://github.com/dean0x/devflowWrote 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/dean0x/devflow/patterns)<a href="https://agentmods.dev/skills/dean0x/devflow/patterns"><img src="https://agentmods.dev/badge/skills/dean0x/devflow/patterns/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/dean0x/devflow/patterns"><img src="https://agentmods.dev/badge/skills/dean0x/devflow/patterns.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 | $0.00047 | $0.01041 |
| Opus 5.5 | $0.00019 | $0.00416 |
| Sonnet 5.5 | $0.00009 | $0.00208 |
| Haiku 4.5 | $0.00005 | $0.00104 |
Grade A, and why
patterns 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 — 163 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Implementation Patterns
Reference for common implementation patterns. Use these patterns to write consistent, maintainable code.
Iron Law
FOLLOW EXISTING PATTERNS
Match the codebase style, don't invent new conventions. If the project uses Result types, use Result types. If it uses exceptions, use exceptions. Consistency trumps personal preference. The best pattern is the one already in use.
When This Skill Activates
- Implementing CRUD operations
- Creating API endpoints
- Writing event handlers
- Setting up configuration
- Adding logging
- Database operations
Pattern Categories
CRUD Operations
Create, Read, Update, Delete with Result types and proper error handling.
Core pattern: Validate -> Transform -> Persist -> Return
async function createUser(input: CreateUserInput): Promise<Result<User, CreateError>> {
const validated = validateCreateUser(input);
if (!validated.ok) return Err({ type: 'validation', details: validated.error });
const user: User = { id: generateId(), ...validated.value, createdAt: new Date() };
const saved = await userRepository.save(user);
if (!saved.ok) return Err({ type: 'persistence', details: saved.error });
return Ok(saved.value);
}
API Endpoints
REST endpoint structure with auth, validation, and error mapping.
Core pattern: Parse request -> Validate auth -> Execute -> Format response
export async function handleGetUser(req: Request): Promise<Response> {
const id = parsePathParam(req, 'id');
if (!id.ok) return errorResponse(400, 'Invalid user ID');
const auth = await authenticate(req);
if (!auth.ok) return errorResponse(401, 'Unauthorized');
const result = await getUser(id.value);
if (!result.ok) return handleError(result.error);
return jsonResponse(200, result.value);
}
Event Handlers
Async event processing with idempotency and error recovery.
Core pattern: Validate event -> Process -> Handle errors -> Acknowledge
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.
- 7d ago Changed · -21 tokens per session 410fce9a053f
- 1mo ago First seen · 163 lines · 68 tokens per session scan A 9d04c0abccc6
patterns is a skill published in the GitHub repository dean0x/devflow (20 stars, last pushed today), licensed MIT. It adds 47 tokens to every session and 1,041 once invoked, about $0.0002 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 2026-08-30.
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