structure-of-complaint
CommunityTurn a review into a structured complaint graph.
Data & Analytics#structure#nlp#data-extraction#json-output#complaint-graph#user-review#verbatim-quotes
Authorspeplinski
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Extracts a typed complaint graph from a single user review, enabling auditable analysis of user pain, expectations, and losses.
Core Features & Use Cases
- Identify 3–7 nodes across the types pain, expectation, triggered_element, workaround, and lost_value, anchored to verbatim quotes from the source review.
- Map typed relations (triggers, violates_expectation, compensates_for, correlates_with) to produce a traceable graph.
- Output a JSON object containing nodes and edges suitable for downstream audits and clustering.
Quick Start
Process the provided <user_review> block and output a 3–7 node JSON graph with verbatim quotes.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: structure-of-complaint Download link: https://github.com/speplinski/hackathon-opus-47/archive/main.zip#structure-of-complaint Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.