Agent skill

Permission Tuner

by rohitg00 in rohitg00/pro-workflow

Analyze permission prompts and auto mode denials, then generate permission rules and autoMode entries that cut prompt fatigue.

No licenceAuto-check: notesAgent Workflows

Install Permission Tuner

skills CLI
$ npx skills add rohitg00/pro-workflow --skill permission-tuner -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install rohitg00/pro-workflow permission-tuner --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/rohitg00/pro-workflow.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/permission-tuner .claude/skills/permission-tuner && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
permission-tuner
GitHub stars
2.9k
Token cost
~1.2k tokens
SKILL.md length
352 words
Files
1
Skills in repo
41
Repo updated
First seen
Licence
None found

At a glance

Analyze permission prompts and auto mode denials, then generate permission rules and autoMode entries that cut prompt fatigue.

  • Works in 3 steps: Gather data → Pick the right fix → Generate rules
  • Prompts keep interrupting
  • SKILL.md covers Trigger, How Prompts Happen, Workflow and Output, plus 1 more section
  • Calls claude and jq

What it does

Permission Tuner is an agent skill from rohitg00/pro-workflow. Analyze permission prompts and auto mode denials, then generate permission rules and autoMode entries that cut prompt fatigue. Use when prompts keep interrupting, auto mode falls back to prompting, or after sessions with many denials.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering Human-in-the-loop approvals. The repository describes itself as: Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested…

When your agent uses it

  • Prompts keep interrupting
  • Auto mode falls back to prompting
  • After sessions with many denials

Example prompts

  • “/permission-tuner”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Gather data
  2. Pick the right fix
  3. Generate rules

What it can do on your machine

Read from SKILL.md and the folder at commit 86d5f27. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • claude
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Permission Tuner loads about 1.2k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 352 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:77
    "Read(**/.env)",
  • NoteMentions a .env fileSKILL.md:78
    "Read(**/.env.*)"

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 352 words (~1,195 tokens).

“Reduce permission prompts by fixing their causes, not by piling up rules.”

— opening of SKILL.md by rohitg00
name
permission-tuner
user-invocable
true

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/permission-tuner of rohitg00/pro-workflow.

Open the folder on GitHubat commit 86d5f27

Compare with similar skills

Permission Tuner next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Permission Tuner compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Permission Tuner this skillrohitg00/pro-workflow2.9k—~1.2kAutomated safety check: NotesNone
Show Me Your Work Decision Logcursor/plugins11k8 repos~1.6kAutomated safety check: PassNone
Darwin Skill Optimizeralchaincyf/darwin-skill6.2k1 repos~4.7kAutomated safety check: PassMIT
Loop Constraints Enforcercobusgreyling/loop-engineering11k1 repos~475Automated safety check: NotesMIT
Ask User QuestionMemTensor/MemOS12k—~1kAutomated safety check: PassApache-2.0
PUA High-Agency Governancetanweai/pua20k—~502Automated safety check: PassMIT

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Categories

Questions about Permission Tuner

What does Permission Tuner do?

Analyze permission prompts and auto mode denials, then generate permission rules and autoMode entries that cut prompt fatigue. Permission Tuner is an agent skill from rohitg00/pro-workflow. Analyze permission prompts and auto mode denials, then generate permission rules and autoMode entries that cut prompt fatigue.

When should I use Permission Tuner?

Permission Tuner fits situations like: prompts keep interrupting; auto mode falls back to prompting; after sessions with many denials.

How do I install Permission Tuner in Claude Code?

Run `npx skills add rohitg00/pro-workflow --skill permission-tuner -a claude-code`. Or copy the skill folder (skills/permission-tuner in rohitg00/pro-workflow) into .claude/skills/permission-tuner in your project. Claude Code loads it when a task matches its description.

How do I install Permission Tuner in Codex?

Run `npx skills add rohitg00/pro-workflow --skill permission-tuner -a codex`. Or copy the skill folder (skills/permission-tuner in rohitg00/pro-workflow) into .agents/skills/permission-tuner in your project. Codex loads it when a task matches its description.

Can I use Permission Tuner in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rohitg00/pro-workflow --skill permission-tuner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/permission-tuner, .gemini/skills/permission-tuner, .github/skills/permission-tuner and .opencode/skills/permission-tuner in your project.

What does Permission Tuner need to run?

Going by SKILL.md and its folder, Permission Tuner needs the command-line tools its instructions call (claude and jq).

Does Permission Tuner access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Permission Tuner safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Permission Tuner use?

No licence was found for Permission Tuner or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Permission Tuner use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Permission Tuner?

Skills that share tags, products or a category with Permission Tuner: Show Me Your Work Decision Log (cursor/plugins, 11k stars), Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars), Loop Constraints Enforcer (cobusgreyling/loop-engineering, 11k stars) and Ask User Question (MemTensor/MemOS, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Permission Tuner?

rohitg00 (a GitHub user) maintains it in rohitg00/pro-workflow, which has 2,909 GitHub stars. The repository holds 41 skills in this directory. The repository was last updated on September 29, 2026.

Source: rohitg00/pro-workflow on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.