assessment-scoring

assessment-scoring is a skill for Claude Code from sigistry/marketplace. It costs 64 tokens per session (680 once invoked), scanned A, original, MIT.

A method for producing a standard score for a codebase across code quality, performance, security, maintainability, and testing.

In plain words
What is it for?
Use it to assess a codebase, calculate category and overall scores, and prepare a summary covering quality, speed, security, long-term upkeep, and tests.
Why use it?
It gives different areas of a codebase a consistent structure and combines them into one weighted result, making strengths and weaknesses easier to compare.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the code-auditor plugin — 3 skills, 2 commands, 5 agents shipped together

Good fit Use it to assess a codebase, calculate category and overall scores, and prepare a summary covering quality, speed, security, long-term upkeep, and tests.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sigistry/marketplace/assessment-scoring
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 sigistry/marketplace --skill assessment-scoring
Clone the repo
git clone --depth 1 https://github.com/sigistry/marketplace

Made for: Claude Code.

Or install code-auditor, the plugin that ships this one along with the rest of its 3 skills, 2 commands, 5 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 assessment-scoring

README.md
[![agentmods](https://agentmods.dev/badge/skills/sigistry/marketplace/assessment-scoring/github.svg)](https://agentmods.dev/skills/sigistry/marketplace/assessment-scoring)
Your own site
<a href="https://agentmods.dev/skills/sigistry/marketplace/assessment-scoring"><img src="https://agentmods.dev/badge/skills/sigistry/marketplace/assessment-scoring/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 assessment-scoring

Your own site · 80×15
<a href="https://agentmods.dev/skills/sigistry/marketplace/assessment-scoring"><img src="https://agentmods.dev/badge/skills/sigistry/marketplace/assessment-scoring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 680 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 $0.00064 $0.00680
Opus 5 $0.00032 $0.00340
Sonnet 5 $0.00013 $0.00136
Haiku 4.5 $0.00006 $0.00068

Measured 12d ago against content hash 03df48735423, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

assessment-scoring 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 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.

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.

plugins/code-auditor/skills/assessment-scoring/SKILL.md · 74 lines

How it starts

The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Assessment Scoring Methodology

Purpose

Provide a standardized, weighted scoring system for evaluating codebases across five dimensions: Code Quality, Performance, Security, Maintainability, and Testing.

Scoring Categories

Category Weight Focus Areas
Code Quality 25% Structure, complexity, standards, error handling
Performance 25% Algorithms, rendering, async, caching
Security 20% Vulnerabilities, auth, data protection, dependencies
Maintainability 20% Organization, documentation, coupling, tech debt
Testing 10% Coverage, quality, distribution, critical paths

Scoring Process

  1. Each category receives a raw score from 0 to 10
  2. Apply positive factors (good practices found) and negative factors (issues found)
  3. Multiply each raw score by its weight percentage
  4. Sum weighted scores for final composite score (0-10)

Score Calculation Template

Category Score Weight Calculation Weighted Score
Code Quality X/10 25% X × 0.25 X.XX
Performance X/10 25% X × 0.25 X.XX
Security X/10 20% X × 0.20 X.XX
Maintainability X/10 20% X × 0.20 X.XX
Testing X/10 10% X × 0.10 X.XX
Total 100% X.XX/10

Score Interpretation

Range Rating Description
0–2 Critical Immediate intervention required
2–4 Poor Significant issues affecting development
4–6 Fair Notable issues but manageable
6–8 Good Minor issues, well-maintained
8–10 Excellent Industry best practices

Remediation Roadmap Template

Immediate Actions (Critical/Blocker)

  • Fix all critical security vulnerabilities
  • Address memory leaks and resource management issues
  • Resolve blocking performance bottlenecks

Short-term (1-4 weeks)

  • Reduce code duplication below 5%
  • Increase test coverage to 60%
  • Refactor high-complexity methods

Read the full file on GitHub · 74 lines

Files

What ships with it

2 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.

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. 12d ago First seen · 74 lines · 64 tokens per session scan A 03df48735423

Subscribe to this mod's changes

assessment-scoring is a skill published in the GitHub repository sigistry/marketplace (3 stars, last pushed today), licensed MIT. It adds 64 tokens to every session and 680 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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