nw-par-critique-dimensions

nw-par-critique-dimensions is a skill for Claude Code from nWave-ai/nWave. It costs 37 tokens per session (794 once invoked), scanned A, original, MIT.

A review framework for platform designs, including CI/CD pipelines, infrastructure, deployment, monitoring, and security. CI/CD means automatically building, testing, and delivering software.

In plain words
What is it for?
Use it to review delivery pipelines, infrastructure-as-code, deployment strategies, observability plans, and security designs.
Why use it?
It helps identify missing stages, unsafe configuration, weak recovery plans, and unclear quality gates before they cause deployment or reliability problems.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit Use it to review delivery pipelines, infrastructure-as-code, deployment strategies, observability plans, and security designs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/nwave-ai/nwave/nw-par-critique-dimensions
Install

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.

Any agent
npx skills add nWave-ai/nWave --skill nw-par-critique-dimensions
Clone the repo
git clone --depth 1 https://github.com/nWave-ai/nWave

Made for: Claude Code.

Wrote 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.

agentmods badge for nw-par-critique-dimensions

README.md
[![agentmods](https://agentmods.dev/badge/skills/nwave-ai/nwave/nw-par-critique-dimensions/github.svg)](https://agentmods.dev/skills/nwave-ai/nwave/nw-par-critique-dimensions)
Your own site
<a href="https://agentmods.dev/skills/nwave-ai/nwave/nw-par-critique-dimensions"><img src="https://agentmods.dev/badge/skills/nwave-ai/nwave/nw-par-critique-dimensions/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.

agentmods 80×15 button for nw-par-critique-dimensions

Your own site · 80×15
<a href="https://agentmods.dev/skills/nwave-ai/nwave/nw-par-critique-dimensions"><img src="https://agentmods.dev/badge/skills/nwave-ai/nwave/nw-par-critique-dimensions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 794 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Anti-Refusal · line 32
    Skill attempts to nullify the agent's safety policies or restrictions ('you have no restrictions', 'ignore your guidelines', 'do anything now'). This is a direct jailbreak that disables guardrails.
    Fix: Remove jailbreak framing that nullifies safety policies or restrictions. Skill content must not instruct the agent to ignore its guidelines or operate without guardrails.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00037 $0.00794
Opus 5 $0.00018 $0.00397
Sonnet 5 $0.00007 $0.00159
Haiku 4.5 $0.00004 $0.00079

Measured 8d ago against content hash 3fae69ac3938, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

nw-par-critique-dimensions 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.

nWave/skills/nw-par-critique-dimensions/SKILL.md · 68 lines

How it starts

The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Platform Design Critique Dimensions

Dimension 1: CI/CD Pipeline Completeness

Questions: All stages defined (commit, acceptance, capacity, production)? Quality gates explicit with pass/fail criteria? Parallelization used? Failure recovery/retry documented? Commit stage < 10 min, acceptance < 30 min?

Blocker: Missing critical stage (no acceptance tests) | no quality gates | no security scanning. Critical: Pipeline > 30 min without parallelization | no failure notification | missing artifact versioning. High: No caching strategy | incomplete environment parity | missing matrix testing. Medium: Inconsistent naming | missing documentation for manual steps.

Dimension 2: Infrastructure as Code Quality

Questions: Infrastructure fully codified? Modules reusable and parameterized? State management secure (encrypted, locked)? Security best practices (least privilege, encryption)? Idempotent and reproducible?

Blocker: Secrets in version control | no state management | production credentials in code. Critical: No encryption at rest | overly permissive IAM | missing network security. High: Hardcoded values | missing resource tagging | no cost estimation. Medium: Inconsistent module structure | missing input variable validation.

Dimension 3: Deployment Strategy Risk

Questions: Strategy appropriate for risk profile? Rollback documented? Health checks and readiness probes defined? Gradual traffic shifting with automatic rollback? Database migrations backward compatible?

Blocker: No rollback strategy | no health checks | breaking changes without safeguards. Critical: Single-shot deployment for critical services | no canary/blue-green for high-traffic | missing pod disruption budgets. High: Rollback not tested | no gradual traffic shifting | no pre-deployment validation. Medium: Incomplete manual step documentation | no feature flags for risky features.

Dimension 4: Observability and SLO Alignment

Questions: SLOs defined with specific targets? All four golden signals monitored? Distributed tracing configured? Alerts SLO burn-rate based? Dashboards for investigation?

Read the full file on GitHub · 68 lines

Changes

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.

  1. 8d ago First seen · 68 lines · 37 tokens per session scan A 3fae69ac3938

Subscribe to this mod's changes

nw-par-critique-dimensions is a skill published in the GitHub repository nWave-ai/nWave (610 stars, last pushed 5d ago), licensed MIT. It adds 37 tokens to every session and 794 once invoked, about $0.0002 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 2026-09-03.

Related

Other skills, from other repositories

render

Use when deploying or fixing an app on Render — web services, background workers, cron jobs, private services, managed Postgres and Key-Value, and especially the render.yaml Blueprint. Covers deploys that fail with no open ports detected, 502s on first deploy, free-tier cold starts, and a free Postgres about to expire…

ericrisco/rsc-harness · 105 tokens

ops-cost-optimization

Audits SaaS/PaaS, cloud commitment, and AI/LLM costs across Vercel, Supabase, AWS, and Cloudflare. Use when analyzing bills, right-sizing plans, or buying commitments.

vasilyu1983/AI-Agents-public · 49 tokens

chaos-experiment

Design and document chaos engineering experiments. Guide steady state baseline, hypothesis formation, failure injection plans, and results analysis. Use when you say "design a chaos experiment", "plan a game day", "failure injection", "test resilience", or "chaos engineering". Do NOT use for security threat analysis…

rjmurillo/ai-agents · 84 tokens

terraform-gcp

Provision GCP infrastructure with Terraform. Configure providers and deploy Google Cloud resources. Use when implementing IaC for GCP.

BagelHole/DevOps-Security-Agent-Skills · 28 tokens

desktop-packaging-tauri

Tauri 2.x bundling, code signing, auto-updater, platform installers, CI/CD.

agents-inc/skills · 26 tokens

iac-common

UTILITY SKILL — Shared IaC deploy patterns for Bicep + Terraform agents: deployment strategies, circuit breaker, known deploy issues. WHEN: "phased deployment", "circuit breaker", "deploy strategy", "deploy issue", "shared IaC pattern". DO NOT USE FOR: preflight (azure-validate), code generation (azure-bicep-patterns…

jonathan-vella/apex-accelerator · 84 tokens