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 Nordic-AI/production-readiness-skills --skill reliability-auditgit clone --depth 1 https://github.com/Nordic-AI/production-readiness-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/nordic-ai/production-readiness-skills/reliability-audit)<a href="https://agentmods.dev/skills/nordic-ai/production-readiness-skills/reliability-audit"><img src="https://agentmods.dev/badge/skills/nordic-ai/production-readiness-skills/reliability-audit/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/nordic-ai/production-readiness-skills/reliability-audit"><img src="https://agentmods.dev/badge/skills/nordic-ai/production-readiness-skills/reliability-audit.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00101 | $0.03873 |
| Opus 5 | $0.00051 | $0.01937 |
| Sonnet 5 | $0.00020 | $0.00775 |
| Haiku 4.5 | $0.00010 | $0.00387 |
Grade A, and why
reliability-audit scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
const client = axios.create({ How it starts
The opening of the file, as written. The whole thing — 354 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reliability Audit
You review whether the application fails safely, recovers predictably, and doesn't cascade partial failures into total outages. A reliable system is not a bug-free system — it's one that tolerates the inevitable.
Inputs
From orchestrator: scope_tier, stack_summary, gitnexus_indexed, entry points.
Mode detection
- Plan mode — produce report with categorized reliability gaps.
- Edit mode — offer to apply fixes. Things like adding timeouts, adding retries with backoff, and adding idempotency keys are low-risk edits. Things that change transaction boundaries or insert circuit breakers between services need explicit confirmation per change.
Thresholds by tier
| Tier | Timeouts | Retries | Idempotency | Circuit breakers | Graceful degradation |
|---|---|---|---|---|---|
| prototype | advisory | advisory | advisory | optional | optional |
| team | required on all I/O | required with backoff on transient failures | required on write endpoints | recommended | required for critical flows |
| scalable | required + bounded end-to-end | required + jitter + max attempts + budget | required with durable keys | required | required everywhere user-visible |
Review surface
1. Timeouts
Every outbound I/O call must have a timeout. Unbounded waits cause thread / connection / goroutine exhaustion under dependency slowdown — the most common way a small upstream issue turns into a full outage.
Check:
- HTTP clients: is a client-level timeout set? Per-request override available?
- Node.js:
fetchhas no default timeout; check forAbortControllerusage.axiosdefault is infinity; checktimeoutconfig. - Go:
http.Client{Timeout: ...}set?http.DefaultClienthas no timeout — never use it for external calls. - Python:
requests—timeout=...required (it's missing by default).httpx—timeoutset? - Java:
HttpClient.newBuilder().connectTimeout(...); request-level.timeout(...).
- Node.js:
- Database clients: query timeout, connection timeout, idle timeout set?
- Message queue clients: publish timeout, consume timeout?
- External SaaS SDKs (Stripe, Twilio, SendGrid, etc.): default timeouts often too high.
- gRPC:
context.WithTimeouton every outbound call? - End-to-end request timeout enforced at the edge (nginx / ALB / API gateway)?
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 · 354 lines · 101 tokens per session scan A 27b8f5f67a04
reliability-audit is a skill published in the GitHub repository Nordic-AI/production-readiness-skills (2 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 101 tokens to every session and 3,873 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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