Agent Skills › screenpipe/screenpipe › screenpipe-workflow-discovery

screenpipe-workflow-discovery

GitHub

分析重复性工作以识别自动化机会。通过屏幕录像API查找工作流实例，描述触发、输入、步骤及异常，评估自动化工具权限与边界，区分需人工决策环节，为流程优化提供依据。

crates/screenpipe-core/assets/skills/screenpipe-workflow-discovery/SKILL.md screenpipe/screenpipe

Trigger Scenarios

用户希望识别日常工作中的重复性任务需要评估特定业务流程的自动化可行性

Install

npx skills add screenpipe/screenpipe --skill screenpipe-workflow-discovery -g -y

More Options

Non-standard path

npx skills add https://github.com/screenpipe/screenpipe/tree/main/crates/screenpipe-core/assets/skills/screenpipe-workflow-discovery -g -y

Use without installing

npx skills use screenpipe/screenpipe@screenpipe-workflow-discovery

指定 Agent (Claude Code)

npx skills add screenpipe/screenpipe --skill screenpipe-workflow-discovery -a claude-code -g -y

安装 repo 全部 skill

npx skills add screenpipe/screenpipe --all -g -y

预览 repo 内 skill

npx skills add screenpipe/screenpipe --list

SKILL.md

Frontmatter

{
    "name": "screenpipe-workflow-discovery",
    "description": "Identify repeated work from recorded activity or starred examples and assess which steps could be automated."
}

workflow discovery

Resolve the work area and review period. Use screenpipe-api to find multiple distinct occurrences of a candidate workflow. Describe the trigger, inputs, observed steps, outputs, exceptions, and human decisions with source pointers.

Count independent occurrences, not repeated frames or repeated discussion of one occurrence. Separate observed steps from inferred steps. If timing matters, use authoritative active time where available and label missing coverage; frame counts are not effort.

Assess a small automation candidate by its available tools, permissions, reversible boundaries, and observable completion criterion. Identify the decisions that still require a person. Do not claim time savings without a baseline or create a schedule, integration, or external action merely from discovering a pattern.

For starred work, retrieve captured evidence directly with screenpipe-api's starred-only search and a bounded time range. For broader workflow review, use the activity summary's starred intervals to prioritize existing evidence; retrieve missing steps only when needed. A star indicates intent, not repetition, completion or time savings. Do not add interval history to standing prompts.