Claude Code Plugins

Community-maintained marketplace

Feedback

prompt-engineering-toolkit

@davidrd123/ComfyPromptByAPI
2
0

>

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name prompt-engineering-toolkit
description Core prompt engineering techniques for LoRA-based video generation. Use when: prompts ignore critical elements, outputs are confused or generic, characters are inconsistent, performances feel lifeless, or style drifts toward realism. Covers attention budget, conceptual distance, simplification, aesthetic control, character consistency, performance direction, and advanced revision strategies.
allowed-tools Read, Grep, Glob

Prompt Engineering Toolkit

A comprehensive toolkit for architecting and revising prompts for LoRA-based video generation.

How to Use This Skill

  1. Identify the problem from user feedback or output analysis
  2. Match to a Trigger in the index below
  3. Announce which strategy you're using
  4. Read only that strategy file (progressive disclosure)

Strategy Index

Core Writing Principles

Strategy Trigger File
Attention Budget Output ignores critical elements, confused composition, main action not executed pws-01-attention-budget.md
Conceptual Distance Novel/OOD idea fails, producing generic or incoherent result pws-02-conceptual-distance.md
Generalization (OOD) OOD subject overpowered by model training, looks like known subject pws-02a-generalization-ood.md
Strategic Simplification Prompt too long/detailed but output weak, confused, ignores instructions pws-03-strategic-simplification.md
Stylization Capstone Technical details correct but output lacks mood/feeling/artistic POV pws-04a-stylization-capstone.md
Aesthetic Control Need specific cinematic direction for camera, lighting, or style pws-04b-aesthetic-control.md
Graffito Lexicon Output looks too realistic/generic, lost handcrafted aesthetic pws-05-graffito-lexicon.md
Character Consistency Main character rendered inconsistently, off-model, wrong attire pws-06-character-consistency.md
Directing Performance Character performance feels lifeless, generic, emotion not reading pws-07-directing-performance.md
Active Props & VFX Props feel static, VFX feel generic/out-of-style/lack impact pws-08-active-props-vfx.md
Technical Analogy Trying to achieve highly specific/complex visual effect pws-09-technical-analogy.md

Core Revision Strategies

Strategy Trigger File
Logline Approach Complex prompt failing, need to debug core concept prs-01-logline-approach.md
Synonymic Nudge Model overfitting, repetitive visuals, cluttered frame prs-02-synonymic-nudge.md
Poetic Reimagining Literal description fails to capture emotional subtext prs-03-poetic-reimagining.md

Advanced Revision Toolkit (Prompt_Revision_NEW)

Strategy Trigger File
Implicit Direction Output stiff, literal, unimaginative despite direct commands prn-01-implicit-direction.md
Sequential Actions Output unnaturally slow-motion, lacks kinetic energy prn-02-sequential-actions.md
Technical Keyword Injection Descriptive language fails for process-oriented effects prn-03-technical-keyword.md
Strategic Front-Loading Output focuses on wrong element (background vs subject) prn-04-front-loading.md
Anchor & Vector Complex OOD action causes model to abandon core aesthetic prn-05-anchor-vector.md
High-Density Low-Token Img2vid: model changing character/scene or failing motion prn-06-high-density-low-token.md
Unlock Keyword Desired effect not achieved through direct prompting prn-07-unlock-keyword.md

Advanced Techniques

Technique Trigger File
Cross-Lingual Enhancement English prompt still failing for complex OOD result adv-01-cross-lingual.md

Full Index Reference

For the complete master index with detailed summaries, see: _index-prompt-engineering.md