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coding.improve_code_for_humans

coding.improve_code_for_humans is a skill for Claude Code from gpsaggese/helpers. It costs 9 tokens per session (195 once invoked), scanned A, original, Apache-2.0.

A code-editing task that makes source files easier for people to read and debug by adding concise comments and debug-level log messages. Debug logs record what a program is doing while it runs.

In plain words
What is it for?
Use it to document code, log function entry and results, and make later troubleshooting easier.
Why use it?
It helps developers understand execution without changing what the program does. It also runs the file's unit tests to check that behavior remains unchanged.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter; reads .claude/ paths.

not rated 158repo +1 today A scan 9 tokens original Apache-2.0

Good fit Use it to document code, log function entry and results, and make later troubleshooting easier.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gpsaggese/helpers/coding.improve_code_for_humans
View source ↗ gpsaggese/helpers
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 gpsaggese/helpers --skill coding.improve_code_for_humans
Clone the repo
git clone --depth 1 https://github.com/gpsaggese/helpers

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 coding.improve_code_for_humans

README.md
[![agentmods](https://agentmods.dev/badge/skills/gpsaggese/helpers/coding.improve_code_for_humans/github.svg)](https://agentmods.dev/skills/gpsaggese/helpers/coding.improve_code_for_humans)
Your own site
<a href="https://agentmods.dev/skills/gpsaggese/helpers/coding.improve_code_for_humans"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/coding.improve_code_for_humans/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 coding.improve_code_for_humans

Your own site · 80×15
<a href="https://agentmods.dev/skills/gpsaggese/helpers/coding.improve_code_for_humans"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/coding.improve_code_for_humans.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 9 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 195 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 $0.00009 $0.00195
Opus 5.5 $0.00004 $0.00078
Sonnet 5.5 $0.00002 $0.00039
Haiku 4.5 $0.00001 $0.00019

Measured yesterday against content hash c776e1116c3a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

coding.improve_code_for_humans 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.claude/skills/coding.improve_code_for_humans/SKILL.md · 27 lines

What it actually says

Goal

The user will pass you one or more files <FILES> and you will make the code more readable and debuggable for humans.

Workflow

Add Comments

  • Improve code readability by adding concise comments.
  • Follow the section # Comments from the file .claude/skills/coding.rules.md

Add Debug Logging for Function Entry, Execution, and Results

  • Track function execution by adding _LOG.debug statements.
  • Follow the section # Logging from the file .claude/skills/coding.rules.md

Conventions

  • Do not change the behavior of the code in any way
  • You must follow the rules in .claude/skills/coding.rules.md

Verification

  • Confirm the code's behavior is unchanged
  • Run the file's unit tests to confirm nothing broke
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 · 27 lines · 9 tokens per session scan A c776e1116c3a

Subscribe to this mod's changes

coding.improve_code_for_humans is a skill published in the GitHub repository gpsaggese/helpers (158 stars, last pushed today), licensed Apache-2.0. It adds 9 tokens to every session and 195 once invoked, about $0.0000 per session on Opus 5.5. 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 2026-11-06.

Debugging
Related

coding.improve_code_for_humans compared with skills from other repositories

coding.improve_code_for_humans next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
coding.improve_code_for_humansgpsaggese/helpersSkill158todayApache-2.0A9Claude Code
systematic-debuggingopen-metadata/OpenMetadataSkill16ktodayApache-2.0A37Claude Code
log-error-digestzebbern/claude-code-guideSkill4.7ktodayMITA71Claude Code, Codex
cwv-optimizeradobe/skillsSkill319todayApache-2.0A112Claude Code
ci-fixersipyourdrink-ltd/bernsteinSkill1.2ktodayApache-2.0A15Claude Code, Codex
incident-response-incident-responsermyndharis/antigravity-skillsSkill2.0k24d agoMITA36Claude Code
diagnosing-missing-recordingsPostHog/posthogSkill41ktodaynoneA76Claude Code, Codex