Compare current findings against a prior state to produce a JSON delta.
npx skills add https://github.com/hellonish/singularity --skill knowledge-delta
Please help me install this Agent Skill. Skill: knowledge_delta Source: https://github.com/hellonish/singularity/tree/main/SKILLS/tier3_output/knowledge_delta Command: npx skills add https://github.com/hellonish/singularity --skill knowledge-delta
This Skill identifies and categorizes changes between a newly generated knowledge state and a stored prior baseline, enabling traceable evolution of insights.
Provide two inputs—the current findings document and the prior-state artifact identified by prior_date—and run this skill to produce a structured delta in JSON.
High-intent search queries and answers about installing and using this skill.
To compare two JSON knowledge states, you provide the current findings document and a prior baseline artifact. The tool identifies semantic and factual differences, outputting a structured JSON delta that tracks new developments and deprecated claims.
A knowledge delta is a structured record of changes between a current knowledge state and a stored baseline. You need it for periodic knowledge updates, competitive intelligence, or compliance audits to ensure traceable evolution of insights.
You track new developments by comparing your current findings document against a stored prior state. This process extracts new developments, changed positions, and deprecated claims, generating a structured JSON delta for monitoring dynamic domains.
Yes, you can generate a structured data diff for compliance audits by comparing current findings against a prior baseline. It requires a plan metadata field named prior_date to identify the prior state artifact for the comparison.
The best way to prepare inputs is ensuring you have a current findings document and a stored prior state artifact. You must identify the prior baseline using the prior_date metadata field to successfully run the comparison.
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