note-improvement

note-improvement is a skill for Claude Code from tobihagemann/turbo. It costs 107 tokens per session (1,401 once invoked), scanned A, original, MIT.

A way to record a useful improvement that is outside the current task in a repository backlog. The entry describes what should change, where, why, and how ready it is to implement.

In plain words
What is it for?
Use it to save refactoring, performance, reliability, testing, documentation, developer-experience, or feature ideas for later.
Why use it?
It keeps worthwhile ideas from being forgotten or mixed into the work currently being done.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution. Also seen: names the AskUserQuestion tool.

Good fit Use it to save refactoring, performance, reliability, testing, documentation, developer-experience, or feature ideas for later.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tobihagemann/turbo/note-improvement
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 tobihagemann/turbo --skill note-improvement
Clone the repo
git clone --depth 1 https://github.com/tobihagemann/turbo

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 note-improvement

README.md
[![agentmods](https://agentmods.dev/badge/skills/tobihagemann/turbo/note-improvement/github.svg)](https://agentmods.dev/skills/tobihagemann/turbo/note-improvement)
Your own site
<a href="https://agentmods.dev/skills/tobihagemann/turbo/note-improvement"><img src="https://agentmods.dev/badge/skills/tobihagemann/turbo/note-improvement/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 note-improvement

Your own site · 80×15
<a href="https://agentmods.dev/skills/tobihagemann/turbo/note-improvement"><img src="https://agentmods.dev/badge/skills/tobihagemann/turbo/note-improvement.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 107 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,401 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00107 $0.01401
Opus 5.5 $0.00043 $0.00560
Sonnet 5.5 $0.00021 $0.00280
Haiku 4.5 $0.00011 $0.00140

Measured 16d ago against content hash d099e9540434, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

note-improvement 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 16d 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.

claude/skills/note-improvement/SKILL.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Note Improvement

Capture improvement opportunities discovered during work so they don't get silently dropped. Appends to the .turbo/improvements.md backlog of the repo an improvement concerns.

Step 1: Locate the Improvements File

Each repo keeps its improvements file at .turbo/improvements.md relative to that repo's root. Resolve that root with git -C <repo path> rev-parse --show-toplevel, except inside a linked worktree — where git -C <repo path> rev-parse --git-dir differs from --git-common-dir — in which case use the parent of the common dir, so the entry lands in the main checkout rather than in a worktree that is destroyed with its branch.

Step 2: Identify the Improvement

Gather from context or $ARGUMENTS:

  • What: One-line summary of the improvement
  • Type: One of direct, investigate, or plan — see criteria below
  • Category: One of refactor, performance, reliability, readability, testing, docs, dx (developer experience), or feature
  • Where: File path(s) and/or area of the codebase affected
  • Why: Brief rationale — what's the benefit?
  • Ceiling and Revisit: when the entry records a deliberate simplification, meaning a simpler approach was shipped in place of a fuller one and accepts a known limit — the limit the shipped approach accepts, and the condition that makes the fuller version worth building. Revisit alone when the entry waits on an outside event: that event

Type criteria

  • direct — Clear scope and a known approach, ready to apply via /implement.
  • investigate — A symptom that needs root-cause analysis first: unclear root cause, performance question, intermittent bug, "something feels off".
  • plan — Everything else: the approach warrants writing down before implementing (multi-file refactor, test additions, feature work).

When the criteria above clearly select one value, use it. Otherwise, use AskUserQuestion to confirm; default to plan if the user declines to choose.

Read the full file on GitHub · 83 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. 16d ago Changed d099e9540434
  2. 22d ago Changed 218a7a148c1d
  3. 28d ago Changed · +2 lines 01e6491e18f8
  4. 1mo ago Changed · +1 lines 173635b3098d
  5. 1mo ago Changed · +1 lines 540044d91f9f
  6. 1mo ago First seen · 79 lines · 107 tokens per session scan A 3c7afda405a8

Subscribe to this mod's changes

note-improvement is a skill published in the GitHub repository tobihagemann/turbo (416 stars, last pushed 3d ago), licensed MIT. It adds 107 tokens to every session and 1,401 once invoked, about $0.0004 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 2026-08-30.

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