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 architecturegit 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/architecture)<a href="https://agentmods.dev/skills/dean0x/devflow/architecture"><img src="https://agentmods.dev/badge/skills/dean0x/devflow/architecture/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/architecture"><img src="https://agentmods.dev/badge/skills/dean0x/devflow/architecture.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 | $0.00017 | $0.01344 |
| Opus 5.5 | $0.00007 | $0.00538 |
| Sonnet 5.5 | $0.00003 | $0.00269 |
| Haiku 4.5 | $0.00002 | $0.00134 |
Grade A, and why
architecture 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 — 139 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Architecture Patterns
Domain expertise for software architecture and design pattern analysis. Full bibliography: references/sources.md.
Iron Law
SEPARATION OF CONCERNS IS NON-NEGOTIABLE [1][2]
Every module has one reason to change. Every layer has clear boundaries. Every dependency points in one direction. Parnas (1972): decompose by information hiding, not by task. Violations compound into unmaintainable systems. [1][19]
SOLID Violations [2]
SRP — One class, one reason to change. [1][2][8]
VIOLATION: UserController handles HTTP + validation + DB + email
CORRECT: Inject UserService, UserValidator — each class has one reason to change
OCP — Extend without modifying. [2]
VIOLATION: if (type === 'credit') ... else if (type === 'paypal') ...
CORRECT: Strategy pattern — new payment = new class, existing code unchanged
LSP — Subtypes must be substitutable. [3] Liskov & Wing (1994): subtype cannot strengthen preconditions. Throwing where parent doesn't throw is a violation.
VIOLATION: ReadOnlyStorage extends FileStorage { write() { throw new Error(...) } }
CORRECT: Segregated interfaces (Readable, Writable) — compile-time, not runtime
ISP — No forced unused implementations. [2]
VIOLATION: interface Worker { work(); eat(); sleep(); } // Robot forced to implement eat()
CORRECT: interface Workable { work(): void; } — implement only what you support
DIP — Depend on abstractions, not concretions. [2][18] Fowler (2004): constructor injection is the cleanest form. [18]
// VIOLATION: class OrderService { private db = new PostgresDatabase(); }
// CORRECT: class OrderService { constructor(private repo: OrderRepository) {} }
Coupling Issues [8][17]
Stevens, Myers & Constantine (1974): content coupling (direct instantiation) is the tightest and worst form. [8]
Tight Coupling [8][18]: Direct instantiation — can't mock, can't swap.
VIOLATION: class ReportGenerator { generate() { new DatabaseService().query(...) } }
CORRECT: Inject dependencies via constructor
What ships with it
4 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 · -5 tokens per session 620826dc277f
- 1mo ago First seen · 139 lines · 22 tokens per session scan A 531f51179aad
architecture is a skill published in the GitHub repository dean0x/devflow (20 stars, last pushed today), licensed MIT. It adds 17 tokens to every session and 1,344 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 2026-08-30.
Other skills, from other repositories
find-simplifications
Use for a periodic repo-wide sweep of qwen-code for accumulated excess surface — dead components and files, orphaned locale keys, exports nothing consumes, added-then-removed scaffolding — filing candidates on a tracking issue and landing only what a maintainer has said yes to. Repo-wide and evidence-first; every…
swarm-pr-review
Run a graph-guided, tool-augmented PR review using context packing, parallel exploration, mandatory repository-agnostic risk-family coverage with dispatch scaled to diff size and risk, independent reviewer validation, critic challenge, and metrics writeback. Use for deep pull request review with low false-positive…
pr-review-canvas
Create a OpenBitFun Canvas for reviewing a pull request, branch diff, or change set with Cursor-style diff cards, review maps, risk callouts, and focused reviewer flow. Use when the user asks for a PR review canvas, diff walkthrough, change-set overview, or visual review summary.
code-review
You are a senior code reviewer. You receive diffs via stdin.
review
Adversarial fresh-context review and risk check of an increment before it ships; every finding cites path:line and is re-verified. Use for "review", "qa", "quality check", "critique this".
tech-debt-ci-review
Codex adapter for deep technical-debt and CI-stability audits. Use when asked to find test theater, flaky tests, missing or mis-scoped tests, brittle CI/toolchain behavior, structural debt blocking green PRs, or a remediation order for opencode-swarm.