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 n-n-code/n-n-code-skills --skill backend-systems-guidancegit clone --depth 1 https://github.com/n-n-code/n-n-code-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/n-n-code/n-n-code-skills/backend-systems-guidance)<a href="https://agentmods.dev/skills/n-n-code/n-n-code-skills/backend-systems-guidance"><img src="https://agentmods.dev/badge/skills/n-n-code/n-n-code-skills/backend-systems-guidance.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 | $0.00066 | $0.01574 |
| Opus 5 | $0.00033 | $0.00787 |
| Sonnet 5 | $0.00013 | $0.00315 |
| Haiku 4.5 | $0.00007 | $0.00157 |
Grade A, and why
backend-systems-guidance 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 2d 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 — 152 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Backend Systems Guidance
This is a composable overlay, not a standalone workflow. Use alongside the repo's implementation skill when the change touches backend code.
Choose activity independently from backend depth. A review request is read-only unless the user also asks for remediation; use the architecture and reliability rules as inspection criteria and report findings instead of changing code.
This is the canonical backend overlay in this repo.
It extends the thin baseline backend-guidance overlay with stronger guidance
for non-trivial service boundaries, repositories, reliability, and trust
boundaries.
Prefer it over backend-guidance when the task includes new endpoints or
consumers, multi-layer refactors, repository or transaction work, auth or
trust-boundary logic, or backend review that needs explicit testing and
reliability checks.
Use the bundled references only when needed:
- references/trigger-evals.md for lightweight prompt checks when revising the trigger or scope
When to use
- the repo has server-side networked code such as HTTP handlers, gRPC methods, webhooks, queue consumers, or message producers
- the task adds or reshapes routes, controllers, services, repositories, middleware, or request-processing boundaries
- the task changes auth, authorization, validation, idempotency, retries, external requests, caching, or observability
- the task needs backend review beyond basic handler thinness, especially for security, data access, or missing tests
Not for
- HTTP client code, CLI tooling, offline batch scripts, or data pipelines with no request or consumer boundary
- frontend-only work
- threat modeling or security audit work where
securityshould be the primary workflow skill
Do not fold infrastructure deployment workflows, outbound-client-only guidance, or full security-audit checklists into this skill. Keep this overlay centered on backend request and consumer systems plus their immediate reliability and trust boundaries.
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.
- 2d ago Changed · +1 lines f514fc0dd26a
- 7d ago First seen · 151 lines · 66 tokens per session scan A ccb946b0eb96
backend-systems-guidance is a skill published in the GitHub repository n-n-code/n-n-code-skills (4 stars, last pushed 2d ago), licensed MIT. It adds 66 tokens to every session and 1,574 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 2026-08-31.
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