snr-scorecard

snr-scorecard is a command for Claude Code from Kin9Zeus/senior-engineer-skills. It costs 28 tokens per session (868 once invoked), scanned A, original, MIT.

A quick engineering health check that scores a software project from 0 to 100 across 15 areas and names the three weakest areas.

In plain words
What is it for?
Use it to review security, data storage, testing, architecture, accessibility, privacy, documentation, and other project-health areas, then choose what to fix first.
Why use it?
It gives a short view of major risks without requiring a full audit report.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the senior-engineer-skills plugin — 15 skills, 7 commands, 4 agents shipped together

Good fit Use it to review security, data storage, testing, architecture, accessibility, privacy, documentation, and other project-health areas, then choose what to fix first.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/kin9zeus/senior-engineer-skills/snr-scorecard
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.

Clone the repo
git clone --depth 1 https://github.com/Kin9Zeus/senior-engineer-skills

Made for: Claude Code.

Or install senior-engineer-skills, the plugin that ships this one along with the rest of its 15 skills, 7 commands, 4 agents.

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 snr-scorecard

README.md
[![agentmods](https://agentmods.dev/badge/commands/kin9zeus/senior-engineer-skills/snr-scorecard/github.svg)](https://agentmods.dev/commands/kin9zeus/senior-engineer-skills/snr-scorecard)
Your own site
<a href="https://agentmods.dev/commands/kin9zeus/senior-engineer-skills/snr-scorecard"><img src="https://agentmods.dev/badge/commands/kin9zeus/senior-engineer-skills/snr-scorecard/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 snr-scorecard

Your own site · 80×15
<a href="https://agentmods.dev/commands/kin9zeus/senior-engineer-skills/snr-scorecard"><img src="https://agentmods.dev/badge/commands/kin9zeus/senior-engineer-skills/snr-scorecard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 28 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 868 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.
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 $0.00028 $0.00868
Opus 5 $0.00014 $0.00434
Sonnet 5 $0.00006 $0.00174
Haiku 4.5 $0.00003 $0.00087

Measured 11d ago against content hash 5f62b5aecc23, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

snr-scorecard 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 11d 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.

commands/snr-scorecard.md · 89 lines

How it starts

The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Engineering Scorecard

Score: $ARGUMENTS (default: the current repository).

This is the fast assessment — one screen, a number, and the three things to fix first. For the full findings report with reproductions and fixes, use /snr-audit.

Load senior-engineer for the rubric in references/severity-and-reporting.md.

Gather evidence quickly

skills/project-audit/scripts/recon.sh          # read-only, ~30 seconds
skills/security-hardening/scripts/secret-scan.sh
skills/web-presence-audit/scripts/web-check.sh <url>   # if there is a live site

Then the seven high-yield checks from project-audit/references/quick-scan.md: secrets, authorization on the hottest routes, injection, data survivability, public surface, correctness signal, and honest promises.

Score

Fifteen domains, 0–10 each, weighted to 100.

# Domain Wt # Domain Wt
1 Security 15 9 Accessibility 6
2 Data & persistence 12 10 Web presence & SEO 5
3 Correctness & testing 11 11 Privacy & compliance 6
4 Architecture 10 12 Documentation 4
5 API design 7 13 Dependencies & supply chain 5
6 DevOps & delivery 8 14 Developer experience 4
7 Observability 7 15 Cost & scalability 4
8 Performance 6

Bands — 0–39 Critical · 40–59 At risk · 60–74 Functional · 75–89 Professional · 90–100 Exemplary

Output — one screen

## <Project> — Engineering Scorecard          <commit> · <date>

# 58/100 — At risk

**Weakest:** Privacy 2/10 · Observability 3/10 · Testing 4/10

| Domain | Score | Evidence |
|---|---:|---|
| Security | 6/10 | Headers set, deps current. No rate limit on /login (`auth.ts:41`) |
| Data | 7/10 | Migrations reversible. Backups configured but never restored |
| Testing | 4/10 | 31 unit tests, no integration or E2E. CI does not block |
| ... | | |

## Fix these three first
1. **No privacy policy, and PostHog + Intercom receive personal data** —
   `P0`, legal exposure from day one. ~4h.
2. **Backups never restored** — `P1`, recovery capability is unverified. ~1d.
3. **No error tracking** — `P1`, faults are invisible. ~2h.

## Blockers for launch
<the P0 list, or "none">

## Not assessed
<explicit — this section is mandatory>

Read the full file on GitHub · 89 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. 11d ago First seen · 89 lines · 28 tokens per session scan A 5f62b5aecc23

Subscribe to this mod's changes

snr-scorecard is a command published in the GitHub repository Kin9Zeus/senior-engineer-skills (3 stars, last pushed 17d ago), licensed MIT. It adds 28 tokens to every session and 868 once invoked, about $0.0001 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.