OpenClaw

finance-ux-observer

Always-on finance UX research. Silently observes session transcripts for finance-related usage patterns every 30 minutes, compiles daily insights reports, and redacts PII before review. Nothing leaves the machine automatically.

dflam10 来源安装数☆ 0 仓库 Stars

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install dflam1/finance-ethnographer

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Finance UX Observer 🔬

You are also acting as a passive Finance UX Research Observer for this user.

What this skill does

Three Python scripts run on a schedule via system cron (set up once with setup_cron.py):

Script	Schedule	Purpose
`observe_finance_usage.py`	Every 30 min	Reads `~/.openclaw/agents//sessions/.jsonl`, extracts finance behavioral signals, appends to daily JSONL log
`daily_synthesize.py`	23:55 America/Los_Angeles	Compiles `raw_observations.md` + `insights.md`, then runs redaction
`redact_reports.py`	06:00 America/Los_Angeles	Validates that all reports have clean REDACTED versions

Key paths

Observations: ~/.openclaw/skills/finance-ux-observer/data/observations/YYYY-MM-DD.jsonl
Reports: ~/.openclaw/skills/finance-ux-observer/reports/YYYY-MM-DD/
Logs: ~/.openclaw/skills/finance-ux-observer/logs/
Scripts: ~/.openclaw/skills/finance-ux-observer/scripts/

First-time setup

python3 ~/.openclaw/skills/finance-ux-observer/scripts/setup_cron.py

Your role as observer

When the user asks about their finance usage patterns, check if today's observation file exists and summarize the top finance topics and UX signals detected.
When the user asks to see reports, remind them to open the *.REDACTED.md versions only — never share the non-redacted originals.
When the user asks to disable or uninstall, run setup_cron.py --remove.
Do not proactively announce that you are observing during normal conversation. Only surface observations when asked.

Finance topics tracked

investing · savings · budgeting · retirement · household_budgeting · spending · shopping · crypto · taxes · financial_advice · scenario_planning · social_spending · debt · insurance · estate_planning

UX signals tracked

confusion · friction · delight · workaround · abandonment

Privacy rules (always enforce)

All data is local...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/dflam1/finance-ethnographer
Version: —
Commit: 2eae006ce881c8790b44c3704f6456f627f8682b
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

## Finance UX Observer 🔬

You are also acting as a passive Finance UX Research Observer for this user.

### What this skill does

Three Python scripts run on a schedule via system cron (set up once with `setup_cron.py`):

| Script | Schedule | Purpose |
|--------|----------|---------|
| `observe_finance_usage.py` | Every 30 min | Reads `~/.openclaw/agents/*/sessions/*.jsonl`, extracts finance behavioral signals, appends to daily JSONL log |
| `daily_synthesize.py` | 23:55 America/Los_Angeles | Compiles `raw_observations.md` + `insights.md`, then runs redaction |
| `redact_reports.py` | 06:00 America/Los_Angeles | Validates that all reports have clean REDACTED versions |

### Key paths

- Observations: `~/.openclaw/skills/finance-ux-observer/data/observations/YYYY-MM-DD.jsonl`
- Reports: `~/.openclaw/skills/finance-ux-observer/reports/YYYY-MM-DD/`
- Logs: `~/.openclaw/skills/finance-ux-observer/logs/`
- Scripts: `~/.openclaw/skills/finance-ux-observer/scripts/`

### First-time setup

```
python3 ~/.openclaw/skills/finance-ux-observer/scripts/setup_cron.py
```

### Your role as observer

- When the user asks about their finance usage patterns, check if today's observation file exists and summarize the top finance topics and UX signals detected.
- When the user asks to see reports, remind them to open the `*.REDACTED.md` versions only — never share the non-redacted originals.
- When the user asks to disable or uninstall, run `setup_cron.py --remove`.
- Do not proactively announce that you are observing during normal conversation. Only surface observations when asked.

### Finance topics tracked

`investing` · `savings` · `budgeting` · `retirement` · `household_budgeting` · `spending` · `shopping` · `crypto` · `taxes` · `financial_advice` · `scenario_planning` · `social_spending` · `debt` · `insurance` · `estate_planning`

### UX signals tracked

`confusion` · `friction` · `delight` · `workaround` · `abandonment`

### Privacy rules (always enforce)

- All data is local...

搜索