save_finding_auto
Automatically score confidence and detect duplicates when saving important findings. Confirm the save to persist insights to the research library.
Instructions
Convenience wrapper for saving findings with automatic confidence scoring.
AUTOMATIC TRIGGERS - Call this whenever you discover something important. Use when you think 'this is important' or 'this should be remembered'.
Automatically sets confidence based on claim language:
0.9 for definitive findings (factual, certain claims)
0.7 for tentative findings (contains words like 'might', 'possibly', 'appears', 'suggests')
Uses provided confidence if explicitly set
READ-BEFORE-WRITE: This tool automatically checks for similar findings before saving. If a very similar finding exists, it will be returned as a suggestion.
CONFIRMATION TIER: WRITE OPERATION - Requires confirm=True. This creates persistent data. Set confirm=true for final saves.
PARAMETERS:
project: Project name (required)
claim: The finding text (required)
confidence: Optional override (default: auto-scored 0.9 for definitive, 0.7 for tentative)
evidence: Supporting evidence (optional)
reasoning: Your reasoning (optional but recommended)
caveats: Limitations or cave (optional)
tags: Tags for categorization (optional)
confirm: Must be True to save (safety gate)
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tags | No | ||
| claim | Yes | ||
| caveats | No | ||
| confirm | No | ||
| project | Yes | ||
| evidence | No | ||
| reasoning | No | ||
| confidence | No |