improve

Iterative quality improvement for any AI output — getting to 9.999/10 through structured critique, re-reading source files, deep research, and rewriting.

Skill by dperhar

IndexedLicense unknown★ 3

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/dperhar-improve

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Iterative quality improvement for any AI output — getting to 9.999/10 through structured critique, re-reading source files, deep research, and rewriting. Use this skill when: the user asks to review, critique, or improve any output; the user says the output is weak, shallow, or "scratching the surface"; the user asks to re-read context and find what was missed; the user wants MECE coverage; the user asks for "non-obvious connections" or a "third perspective"; the user signals high stakes ("you have one chance", "don't miss anything", threats to replace with another agent); the user asks to "think harder" or "go deeper". Also trigger for critique of the user's own documents, strategies, or plans. This skill is about extracting the absolute maximum quality through systematic iteration — not settling for "good enough." After delivering improved output, this skill also reconciles source .md files against audit findings — proposing edits the user must explicitly approve or reject before moving on.

Use cases: testing, security, research, agent-building

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools: No tools found
Secrets: None asked for
Install scripts: None found

Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/improve

What's inside

Skill name: improve
Description: Iterative quality improvement for any AI output — getting to 9.999/10 through structured critique, re-reading source files, deep research, and rewriting. Use this skill when: the user asks to review, critique, or improve any output; the user says the output is weak, shallow, or "scratching the surface"; the user asks to re-read context and find what was missed; the user wants MECE coverage; the user asks for "non-obvious connections" or a "third perspective"; the user signals high stakes ("you have one chance", "don't miss anything", threats to replace with another agent); the user asks to "think harder" or "go deeper". Also trigger for critique of the user's own documents, strategies, or plans. This skill is about extracting the absolute maximum quality through systematic iteration — not settling for "good enough." After delivering improved output, this skill also reconciles source .md files against audit findings — proposing edits the user must explicitly approve or reject before moving on.
License: unknown
Instructions: 223 lines in SKILL.md · view on GitHub

Files (1)

SKILL.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

Signals

Stars: 3
Forks: 0
Open issues: 0
Last commit (this folder): Apr 23, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License: License unknown
Repository: github.com/dperhar/useful-ai-agent
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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Cite this page

improve skill. Agent Mart. https://agentmart.dev/skills/dperhar-improve (last updated 2026-10-24)