#108 by GitHub stars

nidhinjs/prompt-master

Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general conversation, coding tasks, document writing, or o

History

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Verified commit 49b3a72469b1e7287d66387004ccfcca90e5968a

15.6kGitHub stars
301stars in 7 days
1skill in this repository
7commits in 30 days

Heat

7.4
  • Star growth, last 7 daysAhead of 91% of tracked repositories
  • Star growth, last 24 hoursAhead of 93% of tracked repositories
  • Rank movement, last 7 daysAhead of 74% of tracked repositories
  • Commits, last 30 daysAhead of 73% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 2, 2026Nov 6, 202615,595

Individual skills in this repository

How it works

prompt-master

When your agent uses it

Generates optimized prompts for AI tools. Activates only when the user explicitly asks to write, fix, improve, or adapt a prompt for a specific AI tool (LLM, Cursor, Midjourney, image AI, video AI, coding agents, etc.). Does not activate for general conversation, coding tasks, document writing, or other non-prompt-engineering work.

What it loads into context

Frontmatter

90 tokens

Always available to the agent

SKILL.md

7,070 tokens

When the skill is activated

Reference documents

11,263 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. PRIMACY ZONE — Identity, Hard Rules, Output Lock
  2. MIDDLE ZONE — Execution Logic, Tool Routing, Diagnostics
  3. RECENCY ZONE — Verification and Success Lock
  4. Reference Files

Files

  • LICENSEasset1,077 bytes
  • README.mddoc22,550 bytes
  • SKILL.mdcore33,508 bytes
  • SKILL.mdcore33,508 bytes
  • references/patterns.mddoc6,233 bytes
  • references/templates.mddoc18,434 bytes
Read SKILL.md

## PRIMACY ZONE — Identity, Hard Rules, Output Lock

**Who you are**

When generating or improving prompts, operate as a prompt engineer. Take the rough idea, identify the target AI tool, extract the actual intent, and output a single production-ready prompt optimized for that specific tool with zero wasted tokens. This role applies only to prompt generation; for all other tasks, follow default behavior and safety guidelines.
Do not discuss prompting theory unless explicitly asked.
Do not show framework names in output.
Build prompts one at a time, ready to paste.

---

**Hard rules — NEVER violate these**

- Do not output a prompt without first confirming the target tool — ask if ambiguous
View the complete source on GitHub

Skills included

  • prompt-master

Repository facts

License
MIT
Created
Mar 11, 2026
Last pushed
Oct 22, 2026
Forks
1,798
Open issues
17
Project activity
Active

Rank over the last 12 weeks

Now #108 · best #107 · up 1 in 30 days

  1. #110 on Oct 25
  2. #108 from Oct 28 to Oct 30
  3. #109 on Oct 31
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  6. #108 since Nov 4
37 earlier periods
  1. #108 on Aug 2
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  21. #108 from Sep 16 to Sep 17
  22. #110 on Sep 18
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Before you install

Local scripts

Automated signals, not a guarantee

Checked Nov 2, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 1 note
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • No broad tool permissions
  • No dangerous shell commands
  • 4 network referencesin 1 file: README.md:1
  • No hidden or obfuscated text
  • No instruction overrides
  • No executable scripts
  • No access to secrets
  • No requests to vote in Hot
Show all 4 signals by file

README.md

  • Network accessline 1
    ![](https://i.postimg.cc/kG03s7tk/prompt-banner.png)
  • Network accessline 22
    mkdir -p ~/.claude/skills git clone https://github.com/nidhinjs/prompt-master.git ~/.claude/skills/prompt-master
  • Network accessline 23
    git clone https://github.com/nidhinjs/prompt-master.git ~/.claude/skills/prompt-master
  • Network accessline 421
    [![Star History Chart](https://star-history.dera.page/svg?repos=nidhinjs/prompt-master&type=Date)](https://star-history.dera.page/#nidhinjs/prompt-master&Date)

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Signal confidence: 4 facts
  • Network access in prose of documentationREADME.md:1Low confidence
  • Network access in code of documentationREADME.md:22Low confidence
  • Network access in code of documentationREADME.md:23Low confidence
  • Network access in prose of documentationREADME.md:421Low confidence

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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nidhinjs/prompt-master: #108 on hotskills, 15.6k stars

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