Customization

Before executing, check for user customizations at: ~/.claude/skills/PAI/USER/SKILLCUSTOMIZATIONS/Parser/

If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults.

🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION)

You MUST send this notification BEFORE doing anything else when this skill is invoked.

Send voice notification:

curl -s -X POST http://localhost:8888/notify \
  -H "Content-Type: application/json" \
  -d '{"message": "Running the WORKFLOWNAME workflow in the Parser skill to ACTION"}' \
  > /dev/null 2>&1 &

Output text notification:

Running the **WorkflowName** workflow in the **Parser** skill to ACTION...

This is not optional. Execute this curl command immediately upon skill invocation.

Parser

Parse any content into structured JSON with entity extraction and collision detection.

Workflow Routing

When executing a workflow, output this notification:

Running the **WorkflowName** workflow in the **Parser** skill to ACTION...

Workflow	Trigger	File
ParseContent	"parse this", "extract from URL"	`Workflows/ParseContent.md`
BatchEntityExtractionGemini3	"batch extract", "Gemini extraction"	`Workflows/BatchEntityExtractionGemini3.md`
CollisionDetection	"check duplicates", "entity collision"	`Workflows/CollisionDetection.md`
DetectContentType	"what type is this", "auto-detect"	`Workflows/DetectContentType.md`

Content Type Workflows

Workflow	Trigger	File
ExtractNewsletter	"parse newsletter"	`Workflows/ExtractNewsletter.md`
ExtractTwitter	"parse tweet", "X thread"	`Workflows/ExtractTwitter.md`
ExtractArticle	"parse article", "web page"	`Workflows/ExtractArticle.md`
ExtractYoutube	"parse YouTube", "video transcript"	`Workflows/ExtractYoutube.md`
ExtractPdf	"parse PDF", "document"	`Workflows/ExtractPdf.md`

Security Workflows

Workflow	Trigger	File
ExtractBrowserExtension	"analyze extension", "browser extension security"	`Workflows/ExtractBrowserExtension.md`

Context Files

EntitySystem.md - Entity extraction, GUIDs, collision detection reference

Core Paths

Schema: Schema/content-schema.json
Entity Index: entity-index.json
Output: Output/

Examples

Example 1: Parse YouTube video

User: "parse this YouTube video for the newsletter"
--> Invokes Youtube workflow
--> Extracts transcript via YouTube API
--> Identifies people, companies, topics mentioned
--> Returns structured JSON with entities and key insights

Example 2: Batch parse article URLs

User: "parse these 5 URLs into JSON for the database"
--> Invokes ParseContent workflow for each
--> Detects content type for each URL
--> Extracts entities with collision detection
--> Assigns GUIDs, checks for duplicates
--> Returns validated JSON per schema

Example 3: Check for duplicate content

User: "have I already parsed this article?"
--> Invokes CollisionDetection workflow
--> Checks URL against entity index
--> Returns existing content ID if found
--> Skips re-parsing, saves time

Quick Reference

Schema Version: 1.0.0
Output Format: JSON validated against Schema/content-schema.json
Entity Types: people, companies, links, sources, topics
Deduplication: Via entity-index.json with UUID v4 GUIDs