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ie-retrieve-memory

Retrieve historical notes from WPS Notes via keyword, tag, time-range, and content searches.

Updated Apr 17, 2026
Search Tags:#search#retrieve#memory-retrieval#keyword-search#tag-search#time-filtering#wps-notes
One-click install
npx skills add https://github.com/dy9759/SkillCollection --skill ie-retrieve-memory-dy9759
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ie-retrieve-memory
Source: https://github.com/dy9759/SkillCollection/tree/main/skills/ie-retrieve-memory
Command: npx skills add https://github.com/dy9759/SkillCollection --skill ie-retrieve-memory-dy9759

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users quickly find and recover relevant historical knowledge and past ideas from their WPS Notes library, eliminating manual searching across many notes and fragmented memories. It supplies raw material for higher-level insight generation and supports workflows that need contextual recollection of previous work.

Core Features & Use Cases

  • Multi-strategy retrieval: Supports keyword, tag, time-range, and content-level searches to maximize recall.
  • Structured outputs for pipelines: Returns titles, note IDs, creation times, tags, and concise content summaries formatted for downstream reasoning.
  • Configurable recall volume: Default 5–10 results with options to expand to more when requested, and per-note summary length limits to avoid overload.
  • Integration scenarios: Used directly when a user asks to "find past notes" or as the memory-stage called by the ie-engine orchestration to feed the推理层 (ie-connect-dots).

Quick Start

Find and summarize up to 10 notes about project X from the last two years, returning titles, note IDs, tags, creation dates, and short 2–3 sentence summaries for each.

Frequently Asked Questions about ie-retrieve-memory

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I retrieve past notes from WPS Notes using keyword and tag searches?▼

Retrieve past WPS Notes by applying keyword and tag searches via wpsnote APIs. This process locates historical drafts and project histories, returning titles, note IDs, tags, creation times, and concise content summaries.

Can I filter my WPS Notes library by time range to find historical project ideas?▼

Yes, you can filter WPS Notes by time range to locate past drafts and project histories. Time-filtered searches return structured metadata with concise summaries, limited by configured counts and per-note summary lengths.

What is the best way to search WPS Notes content for ideation and review workflows?▼

The best way to search WPS Notes content is using content-level searches that supply raw material for insight generation. This supports ideation and review workflows by returning structured outputs formatted for downstream reasoning.

How many WPS Notes results can I retrieve at once when searching for past ideas?▼

You can retrieve 5 to 10 WPS Notes results by default when searching for past ideas. The recall volume is configurable to expand to more results when requested, with per-note summary length limits to avoid overload.

Does WPS Notes retrieval support structured outputs for downstream reasoning pipelines?▼

WPS Notes retrieval supports structured outputs for downstream reasoning pipelines. It returns titles, note IDs, creation times, tags, and concise content summaries formatted specifically to feed higher-level insight generation layers.

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