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BytesAgain β€Ί Skills β€Ί Message Parser RE-India
πŸ¦€ ClawHub

Message Parser RE-India

by @vishalgojha

Parse raw WhatsApp exports (TXT or JSON) into normalized message objects with `timestamp`, `sender`, and `content`. Use when users ask to parse chat export,...

Versionv1.0.5
Downloads851
Installs2
#data#writing#legal
TERMINAL
clawhub install message-parser

πŸ“– About This Skill

name: message-parser description: "Parse raw WhatsApp exports (TXT or JSON) into normalized message objects with timestamp, sender, and content. Use when users ask to parse chat export, clean WhatsApp dump, or convert chat TXT to structured JSON before extraction. Recommended chain start: message-parser then lead-extractor. Do not use for lead interpretation, storage, summarization, or action suggestions."

Message Parser

Convert raw chat exports into a strict array of parsed message objects.

Quick Triggers

  • Parse this WhatsApp export file.
  • Convert this group dump into structured messages.
  • Clean this TXT chat into timestamp/sender/content rows.

    • Recommended Chain

    message-parser -> lead-extractor -> india-location-normalizer -> sentiment-priority-scorer -> summary-generator -> action-suggester -> lead-storage

    Execute Workflow

    1. Accept raw WhatsApp export input as plain text, JSON, or file contents already loaded by Supervisor. 2. Detect and parse the source format, including WhatsApp export lines like DD/MM/YYYY, HH:MM - sender: message. 3. Normalize each event into exactly three fields: - timestamp (RFC 3339 date-time string) - sender (non-empty string) - content (string; allow empty message bodies) 4. Merge multiline continuation lines into the previous message when they do not start with a new timestamp marker. 5. Preserve message ordering. If timestamps collide, preserve original source order. 6. Ignore chat-system boilerplate as lead content (encryption notice, group created, member added) while preserving raw line fidelity for audit. 7. Validate output against references/parsed-message-array.schema.json. 8. Return only the validated array.

    Enforce Boundaries

  • Never infer or extract leads.
  • Never write to databases or files.
  • Never generate summaries or action plans.
  • Never send or schedule outbound communication.
  • Never bypass Supervisor routing.

    • Handle Errors

    1. Return explicit parse errors for malformed entries. 2. Include line offsets when source lines are available. 3. Fail closed if output cannot satisfy the schema.