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screenpipe-durable-learning

Turn verified corrections and repeated workflows into reusable local methods. Check existing skills first, then capture when to use a method, its steps, how to validate results, and when to stop.

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Turn a verified correction or repeated workflow into a reusable local learning.

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适用场景

  • Preserving a verified correction for future tasks
  • Documenting a recurring workflow
  • Checking for overlap with existing skills
  • Reviewing whether a saved method helped on its next use

包含的文件(1)

  • SKILL.md870 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

durable learning

Verify the original request, correction, and result. Treat assistant success claims as claims until checked. Search existing skills before proposing a new one. Save a concise reusable method, not a transcript, private identity, credential, or temporary task state. Include when to use it, steps, validation, and a stop condition. Use skill_manage when available. Read first, preserve user/imported skills, and use the current hash for an agent-owned patch. Creating a skill requires the user’s explicit request or an enabled task whose stated scope authorizes it. No new permissions, outbound actions, or recursive agents. A no-change result is valid. Assess the next relevant use before claiming improvement.

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同一仓库的技能

Develop and test Windows-specific Screenpipe changes on a disposable Azure virtual machine. The workflow verifies native behavior, preserves logs and desktop video, and handles branch and pull request delivery when authorized.

中文简介正在准备中。当前显示英语简介。

  • Test Windows-specific capture and permission behavior
  • Investigate compiler, process, or service issues
  • Preserve desktop video and logs for a pull request
screenpipe/screenpipe2.2万2026年10月19日 更新

release

免费

Prepare screenpipe component releases by updating versions and dependency lock files, running required build checks, and triggering GitHub Actions. Verify build results and release artifacts, then hand public app publication over to a person.

中文简介正在准备中。当前显示英语简介。

  • Preparing a desktop app release
  • Checking whether Rust changes require a CLI release
  • Updating MCP versions and checking publication
screenpipe/screenpipe2.2万2026年10月19日 更新

Create charts, dashboards, scorecards, and styled summaries as standalone HTML reports for the screenpipe viewer. Keep styles, scripts, and images inside the file so the report renders in a sandbox with no network access.

中文简介正在准备中。当前显示英语简介。

  • Create a visual report of daily work time
  • Present key metrics in a dashboard
  • Summarize results with charts and scorecards
screenpipe/screenpipe2.2万2026年10月19日 更新

Use Screenpipe’s local REST API, an interface for programmatic requests, to search screen and meeting history, review app activity and active time, retrieve synced-device records, export recordings, and rerun audio transcription.

中文简介正在准备中。当前显示英语简介。

  • Reviewing daily app use and active screen time
  • Finding decisions in recorded meetings
  • Searching history from a synced device
screenpipe/screenpipe2.2万2026年10月19日 更新

Search Screenpipe recordings, screen text, audio transcripts, and synced-device history through its local API. Use the evidence to review activity, find meeting details, and inspect saved workflows, including recorded steps that can inform automation.

中文简介正在准备中。当前显示英语简介。

  • Review activity from a specific day or time range
  • Find recorded meeting remarks and screen text
  • Search work history on another synced device
screenpipe/screenpipe2.2万2026年10月19日 更新

Turn a recorded software failure into a draft bug report with timestamps, reproduction steps, expected and actual behavior, and relevant evidence. Separate visible symptoms from possible causes and remove sensitive details from shareable evidence.

中文简介正在准备中。当前显示英语简介。

  • Drafting a bug report from recorded activity
  • Recovering steps taken before and after a failure
  • Comparing expected behavior with observed results
screenpipe/screenpipe2.2万2026年10月19日 更新

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