crunch-reader

A formatter for results produced by the data-crunch tool. It turns those results into a more readable presentation.

In plain words
What is it for?
Use it when you need to display or review results from data-crunch.
Why use it?
It removes the need to format data-crunch output manually.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/bleedmode/dearuser/crunch-reader
Any agent
npx skills add bleedmode/dearuser --skill crunch-reader
Clone the repo
git clone --depth 1 https://github.com/bleedmode/dearuser

Made for: Claude Code, Codex.

Per session 9 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 27 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00009 $0.00027
Opus 5 $0.00005 $0.00014
Sonnet 5 $0.00002 $0.00005
Haiku 4.5 $0.00001 $0.00003

Measured yesterday against content hash d62f583bd256, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

crunch-reader 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 yesterday.

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.

research/calibration/2026-04-22-health-score-validation/fixtures/18-skill-references-task/.claude/skills/crunch-reader/SKILL.md · 7 lines

What it actually says

Reads the results from data-crunch and presents them nicely.

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. yesterday First seen · 7 lines · 9 tokens per session scan A d62f583bd256

Subscribe to this mod's changes

crunch-reader is a skill published in the GitHub repository bleedmode/dearuser (0 stars, last pushed 26d ago), licensed MIT. It adds 9 tokens to every session and 27 once invoked, about $0.0000 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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