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Promptify Skill

Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub-agents for codebase research, clarifying questions, or web search as needed.

MIT-0 · Free to use, modify, and redistribute. No attribution required.
4 · 1.8k · 4 current installs · 4 all-time installs
MIT-0
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Benign
high confidence
Purpose & Capability
The name/description promise (optimize prompts, route to clarifying, codebase, or web sub-agents) matches the SKILL.md and agent files. The agents explicitly describe using AskUserQuestion, codebase exploration (Glob/Grep/Read/LS), and web search (WebSearch/WebFetch), which are coherent with the stated purpose.
Instruction Scope
Instructions legitimately direct the agent to read repository files and run web searches when +deep/+web are used; this is expected for codebase/web research. Note: SKILL.md outputs include a platform shell command (`echo 'PROMPT' | pbcopy`) which assumes a pbcopy clipboard utility (macOS) while the skill declares no required binaries—minor mismatch. Also be aware that +deep causes reading project files, which can surface sensitive contents if present.
Install Mechanism
Instruction-only skill with no install spec and no code files to write or execute. Lowest-risk install profile.
Credentials
The skill requests no environment variables, credentials, or config paths. The agents' behaviors (file reads, web searches, user questions) are proportionate to prompt-optimization tasks.
Persistence & Privilege
always:false and no mechanism for persistent system-wide changes or for modifying other skills. Normal autonomous invocation is allowed (default) but not excessive here.
Assessment
This skill appears to do what it says: optimize prompts and optionally run clarifying questions, codebase inspection, or web research. Before installing or invoking +deep/+web, consider: (1) +deep will read your repository files — don't use it on repos that contain secrets or private data you don't want analyzed; (2) +web uses web search/fetch tools — avoid sending sensitive/proprietary prompt content you wouldn't want transmitted to external documentation/search; (3) the SKILL.md suggests copying output with `pbcopy` (mac-specific) even though no binaries are required — that may not work on all platforms; (4) confirm what platform tools (Glob/Grep/Read/LS, WebSearch/WebFetch, AskUserQuestion) your agent runtime exposes and whether they have any additional logging or external network behavior. If you need stronger guarantees, restrict the skill from running +deep or +web, or review the prompt contents before confirming any web or codebase research steps.

Like a lobster shell, security has layers — review code before you run it.

Current versionv3.1.0
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License

MIT-0
Free to use, modify, and redistribute. No attribution required.

SKILL.md

Prompt Optimizer

Transform prompts into clear, effective ones. Model-agnostic.

Modifiers (parse from ARGUMENTS)

  • +ask → Force clarifying questions
  • +deep → Force codebase exploration
  • +web → Force web search

No modifiers? Auto-detect what's needed.

Auto-Detection Triggers

TriggerSignals
codebase-researcher"this project", "our API", specific files/functions, "integrate", "extend", "refactor"
clarifierAmbiguous ("make it better"), multiple interpretations, missing constraints, vague pronouns
web-researcher"best practices", "latest", external APIs/libraries, framework patterns, year references

Agent Dispatch

When agents needed:

  1. Announce which and why
  2. Run in parallel via Task tool (agents/ directory)
  3. Synthesize findings
  4. Optimize with gathered context

Core Contract (every prompt needs all four)

ElementIf Missing
RoleAdd persona with expertise
TaskMake action specific
ConstraintsInfer from context
OutputSpecify format/structure

Process

  1. If image: Analyze, incorporate context
  2. Detect type: coding/writing/analysis/creative/data
  3. Convert output→process: "Write X" → "Analyze → Plan → Implement → Validate"
  4. Strip fluff: "please", "I want you to", filler, apologies
  5. Apply contract: Verify all 4 elements
  6. Add structure: XML tags for complex prompts

Type Focus

  • Coding: Specs, edge cases, framework
  • Writing: Tone, audience, length
  • Analysis: Criteria, depth
  • Creative: Constraints, novelty
  • Data: I/O format, edge cases

Output

  1. Optimized prompt in code block
  2. echo 'PROMPT' | pbcopy
  3. 2-3 sentence explanation

Files

6 total
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