Personal Context Ask Flow

Overview

Use this skill for question workflows only. It focuses on context preview and ask with provider control (auto, codex, claude).

One-Time Install

pipx install "git+https://github.com/WangLiquan/personal-context-cli.git@v0.1.1-beta"

Ask the user for profile password once, then pass it with --password.

Ask Workflow

Do not ask the user for question type or structured parameters. Ask for the natural-language question only, then run commands directly.

1) Preview selected context (optional)

personal-context context preview \
  "Should I increase my emergency fund?" \
  --data-file ./profile.enc \
  --password "<YOUR_PASSWORD>"

2) Ask with provider relay

personal-context ask \
  "Should I increase my emergency fund?" \
  --provider auto \
  --relay-timeout-seconds 45 \
  --relay-retries 1 \
  --data-file ./profile.enc \
  --password "<YOUR_PASSWORD>"

Provider Modes

• auto: try codex first, then claude, then host-auth guidance.
• codex: force relay to codex exec.
• claude: force relay to claude -p.

Verification

cd $PROJECT_ROOT
PYTHONPATH=src .venv/bin/pytest -v

References

• references/command-recipes.md