analyze-results

analyze-results is a skill for Claude Code from OleksiiDotsenko/test-builder. It costs 30 tokens per session (258 once invoked), scanned A, original, MIT.

A test-results analyzer that reads a response CSV and calculates statistics showing how well each question worked.

In plain words
What is it for?
Use it to decide which questions to keep, revise, or remove, inspect weak answer choices, check test reliability, and interpret results from fewer than 20 people with caution.
Why use it?
It removes the need to calculate question quality by hand and helps reveal misleading questions, answer-key errors, and tests that were too easy or too hard.

Skill for Claude Code

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

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the test-builder plugin — 4 skills shipped together

Good fit Use it to decide which questions to keep, revise, or remove, inspect weak answer choices, check test reliability, and interpret results from fewer than 20 people with caution.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add OleksiiDotsenko/test-builder
Claude Code
/plugin install test-builder

Made for: Claude Code.

Or install test-builder, the plugin that ships this one along with the rest of its 4 skills.

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 analyze-results

README.md
[![agentmods](https://agentmods.dev/badge/skills/oleksiidotsenko/test-builder/analyze-results.svg)](https://agentmods.dev/skills/oleksiidotsenko/test-builder/analyze-results)
Your own site
<a href="https://agentmods.dev/skills/oleksiidotsenko/test-builder/analyze-results"><img src="https://agentmods.dev/badge/skills/oleksiidotsenko/test-builder/analyze-results.svg" alt="Measured on agentmods" height="20"></a>
Per session 30 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 258 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 $0.00030 $0.00258
Opus 5 $0.00015 $0.00129
Sonnet 5 $0.00006 $0.00052
Haiku 4.5 $0.00003 $0.00026

Measured 7d ago against content hash a902898591e5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

analyze-results 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 7d 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/test-builder/skills/analyze-results/SKILL.md · 26 lines

What it actually says

Read ${CLAUDE_PLUGIN_ROOT}/skills/test-builder/SKILL.md and follow its analysis mode (Steps 8–10).

Response data: $ARGUMENTS (a CSV path — rows = takers, columns = items, plus a KEY row with the correct answers; or an already-scored 0/1/points matrix, then add --scored).

From the user's project directory, run:

python3 "${CLAUDE_PLUGIN_ROOT}/skills/test-builder/scripts/psychometrics.py" <csv> --out report.md

Then interpret the report against the guide's interval tables in ${CLAUDE_PLUGIN_ROOT}/skills/test-builder/references/psychometrics.md: per-item verdicts (bank / revise / retire), dead distractors, negative discrimination, keying anomalies, whole-test reliability, and whether the test was too hard or too easy for this group. State the small-sample caveat when n < 20.

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. 7d ago First seen · 26 lines · 30 tokens per session scan A a902898591e5

Subscribe to this mod's changes

analyze-results is a skill published in the GitHub repository OleksiiDotsenko/test-builder (4 stars, last pushed 1mo ago), licensed MIT. It adds 30 tokens to every session and 258 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 2026-08-31.

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