A starting point for improving an existing product area, feature, or screen. It identifies the target, checks for a missing product vision, reviews the area from several perspectives, and presents up to three findings with one recommendation.

Use it to review a product area, feature, or screen before handing the work to a more specific improvement process.

It turns a broad request to improve something into a focused review and a next step.

improve — Skill for Claude Code by TMI-apps

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 TMI-apps/boilerplate-vite-supabase-mui-cursor --skill improve

Clone the repo

git clone --depth 1 https://github.com/TMI-apps/boilerplate-vite-supabase-mui-cursor

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/tmi-apps/boilerplate-vite-supabase-mui-cursor/improve/github.svg)](https://agentmods.dev/skills/tmi-apps/boilerplate-vite-supabase-mui-cursor/improve)

Your own site

<a href="https://agentmods.dev/skills/tmi-apps/boilerplate-vite-supabase-mui-cursor/improve"><img src="https://agentmods.dev/badge/skills/tmi-apps/boilerplate-vite-supabase-mui-cursor/improve/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/tmi-apps/boilerplate-vite-supabase-mui-cursor/improve"><img src="https://agentmods.dev/badge/skills/tmi-apps/boilerplate-vite-supabase-mui-cursor/improve.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 132 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,102 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00132	$0.02102
Opus 5.5	$0.00053	$0.00841
Sonnet 5.5	$0.00026	$0.00420
Haiku 4.5	$0.00013	$0.00210

Measured 2mo ago against content hash 4254f5a5da93, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

improve 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 2mo 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.

.agents/skills/improve/SKILL.md · 186 lines

The source is not reproduced here

No licence file

Read it on GitHub

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.

2mo ago First seen · 186 lines · 132 tokens per session scan A 4254f5a5da93

Subscribe to this mod's changes

improve is a skill published in the GitHub repository TMI-apps/boilerplate-vite-supabase-mui-cursor (2 stars, last pushed 2mo ago), with no licence file. It adds 132 tokens to every session and 2,102 once invoked, about $0.0005 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 2026-08-31.

Design and UX

improve next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
improveTMI-apps/boilerplate-vite-supabase-mui-cursor	Skill	2	2mo ago	none	A	132	Claude Code
webgl-holographic-foilnexu-io/open-design	Skill	106k	today	Apache-2.0	A	41	Claude Code, Codex
html-ppt-hermes-cyber-terminalnexu-io/open-design	Skill	106k	today	Apache-2.0	A	53	Claude Code, Codex
html-ppt-taste-brutalistnexu-io/open-design	Skill	106k	today	Apache-2.0	A	78	Claude Code, Codex
visual-ralphYeachan-Heo/oh-my-codex	Skill	34k	today	MIT	A	52	Codex
glance-canonical-layoutsandroid/skills	Skill	10k	2d ago	Apache-2.0	A	56	Claude Code
accessibilitymicrosoft/hve-core	Skill	1.6k	today	MIT	A	47	Claude Code