SkillsLib.ai

Clavix Refine

Refine PRDs and prompts through guided iteration with change tracking

3.3(23 reviews)
100+ downloads
Updated Nov 2026
Verified SafeSecurity VerifiedThis skill was analyzed by our AI security scanner for harmful content including data exfiltration, system manipulation, credential theft, and prompt injection. No threats were detected.

What You Can Do

You can load existing PRDs or saved prompts, discuss targeted improvements with Claude, and refine requirements without losing track of what changed. The skill manages source discovery, guides you through iteration cycles, and maintains clear modification markers ([ADDED], [MODIFIED], [REMOVED], [UNCHANGED]) so you always know what evolved during refinement.

Features

Source Discovery

Automatically locates your existing PRDs and prompts from .clavix directories

Guided Mode Selection

Asks what you want to refine (PRD vs prompt) before making changes

Content Loading

Reads your current draft completely before suggesting modifications

Change Tracking

Marks every update with [ADDED], [MODIFIED], [REMOVED], [UNCHANGED] labels

Iteration Workflow

Structures refinement as discussion-based improvement cycles

Self-Correction Protocol

Detects 6 common mistakes and redirects you back to refinement mode

Requirements Preservation

Ensures existing requirements aren't accidentally removed without your approval

State Assertion

Confirms refinement mode is active and prevents implementation drift

Example Output

CLAVIX MODE: Refinement Mode: planning Purpose: Updating existing PRD Implementation: BLOCKED - I'll update requirements, not build them


Current PRD Found: mini-prd.md (1,247 words)

What would you like to refine?

  • Add missing user personas
  • Clarify acceptance criteria
  • Update success metrics
  • Expand technical constraints

Refinement Summary:

  • [ADDED] Three new acceptance criteria for payment flow
  • [MODIFIED] Success metric from "95% uptime" to "99.5% uptime during business hours"
  • [UNCHANGED] User personas (4 total)
  • [REMOVED] Legacy API compatibility requirement (per your request)

Updated PRD saved → .clavix/outputs/prd-refined-2024-01-15.md

What's Included

  • SKILL.md instruction file with self-correction protocol and refinement workflow:
  • Source discovery template mapping common PRD and prompt file locations:
  • Modification tracking checklist ([ADDED], [MODIFIED], [REMOVED], [UNCHANGED] markers):
  • State assertion format to confirm refinement mode before starting:
  • Self-detection guide for 6 common refinement mistakes with correction steps:

Who It's For

  • Product managers — refining PRDs through stakeholder feedback and iteration
  • Business analysts — enhancing requirements documents with clarifications and scope adjustments
  • Operations leaders — improving process documentation and system specifications
  • Prompt engineers — iterating on saved prompts to improve consistency and output quality
  • Project leads — tracking requirements evolution across refinement cycles

Best For

  • Revising existing PRDs with new constraints or acceptance criteria
  • Clarifying ambiguous requirements without starting from scratch
  • Integrating stakeholder feedback into documented specifications
  • Updating saved prompts based on Claude feedback and performance
  • Maintaining audit trails of requirement changes across iterations
  • Removing outdated or deprecated requirements with clear tracking

You might also like

Sports Broadcast Script Analyzer
$35
Sports3.7(3)
Sports Broadcast Script Analyzer

Generate polished broadcast scripts from talking points, verify facts against sports data in real time, and prepare anchors with comprehensive interview prep including player history and context. You'll produce show-ready scripts with proper pacing, tone optimization for on-air delivery, and talking points for live ad-libs.

Cinema 4D Python Scripting & Automation
$35
Cinema 4D3.3(4)
Cinema 4D Python Scripting & Automation

You can debug, write, and optimize Python scripts for Cinema 4D with structured workflows and production-ready templates. This skill helps you resolve API errors, improve script performance, and automate complex 3D workflows with confidence, reducing iteration time and minimizing runtime issues in production pipelines.

Building Ui
$30
Mobile3.4(19)
Building Ui

You'll learn to structure mobile apps using Expo Router's file-based routing system, implement native iOS controls like tabs, switches, and pickers, create smooth animations with Reanimated, and apply advanced styling with blur effects, gradients, and glassmorphism. This skill covers everything from routing fundamentals to production-ready patterns for building polished, performant applications.

After Effects Composition Architect
$20
After Effects Composition Architect

You can structure complex motion graphics projects by decomposing compositions into layers, sequences, and timing breakdowns before implementation. Claude helps you document creative direction, plan animation strategies, and create comprehensive production briefs that eliminate ambiguity and reduce After Effects rework.

Premiere Pro Workflow Optimization & Technical Troubleshooting
$25
Premiere Pro Workflow Optimization & Technical Troubleshooting

Analyze your Premiere Pro projects to identify performance bottlenecks, memory issues, and rendering inefficiencies. You'll receive targeted optimization recommendations, automation scripts, and troubleshooting guidance tailored to your specific system configuration and project complexity. Claude becomes your technical production consultant, helping you resolve crashes, slow timelines, and resource conflicts.

Digital News Segment Script Generator
$35
Digital3.8(6)
Digital News Segment Script Generator

You create professional video scripts for digital news segments that balance journalistic integrity with audience engagement. The skill generates platform-specific content tailored to TikTok, YouTube, LinkedIn, or broadcast formats, complete with timing cues, B-roll suggestions, and retention hooks. Each script maintains editorial standards while maximizing viewer completion rates and social sharing potential.

Radio Broadcast Script Generator & On-Air Delivery Coach
$30
Radio3.8(4)
Radio Broadcast Script Generator & On-Air Delivery Coach

Transform raw news copy into professional radio scripts formatted for on-air delivery with precision timing, strategic pause and emphasis cues, and spontaneous ad-lib prompts. You get industry-standard formatting that anchors can read confidently under studio pressure while sounding natural and engaging. Every script fits your broadcast window exactly, with built-in coaching notes to elevate anchor performance.

Radio News Script Optimization
$30
Radio3.4(5)
Radio News Script Optimization

Convert raw news wire copy and story notes into polished, anchor-ready scripts with proper pacing, vocal tone guidance, and delivery cues. You get timing estimates, emphasis markers, pronunciation guides, and transition language that keeps listeners engaged and maintains your station's voice throughout every segment.

$30.00