pi-semantic

Semantic-density modes + workflow helpers for Pi.

If this saves you tokens/time, please star the repo — it’s how this stays maintained.

• Single command surface: /sem (no command-menu pollution)
• Modes: off | prose | terse | dense | ooga | wenyan
• Workflows: /sem commit, /sem review, /sem compress
• Safety: preserves identifiers verbatim + Auto-Clarity for destructive/security steps

Demo

Why this is worth starring

• One command: /sem
• Immediate win: compact answers without losing correctness
• Safe: never rewrites code/tool output; Auto-Clarity for destructive/security steps
• Practical workflows: /sem commit + /sem review use your git diff (no paste)

Measured compression (transparent + reproducible)

Same underlying answer, different modes (character count / rough word count):

| mode | sample badge | chars | words | Δ chars vs prose | |---|---:|---:|---:|---:| | prose | ○pr | 191 | 31 | baseline | | dense | ◑de | 151 | 23 | -20.9% | | ooga | ◕oo | 93 | 15 | -51.3% | | wenyan | ●文言 | 54 | 6 | -71.7% |

Reproduce:

cd public/pi-semantic
python docs/readme_metrics.py

Notes: these are simple counts (not tokenized). Code/identifiers remain verbatim by design.

Quick start

1. Install (see below)
2. In Pi: /reload
3. Toggle on/off:

/sem

Then try:

/sem ooga
/sem wenyan
/sem off

Copy/paste examples (what you’ll actually use)

1) Dense answers (daily driver)

/sem
Why does my React component re-render?

Example output (◑de):

New object ref each render → props change → re-render.
Fix: hoist object, or `useMemo(() => ({…}), [...])`.
Verify: React DevTools “highlight updates”.

2) One-line PR review (no paste)

/sem review

Example output:

Summary: 3 findings (1 bug, 1 risk, 1 nit).
src/auth.ts:L42: bug: null user deref. Guard before `.email`.
src/api.ts:L23: risk: no retry on 429. Add backoff(3).
src/ui.ts:L88-140: nit: 50-line fn does 4 things. Extract validate/normalize/persist.

3) Conventional Commit message from staged diff

/sem commit

Example output:

feat(api): add GET /users/:id/profile

Mobile client needs profile data without the full user payload
on cold launch.

Status badge (always visible)

When UI/status is available, pi-semantic shows a compact one-liner badge:

• ×of = off (red + bold)
• ○pr = prose (yellow)
• ◔te = terse (green)
• ◑de = dense (green)
• ◕oo = ooga (green)
• ●文言 = wenyan (green)

If your terminal doesn’t like ANSI styling:

PI_SEMANTIC_STATUS_ANSI=0

Troubleshooting

• Badge looks like weird squares / missing glyphs

  • Your font may not support ○◔◑◕●. (This is cosmetic.)
  • Future work: ASCII fallback badge.

• I see \x1b[...m escape codes

  • Disable ANSI styling:

    PI_SEMANTIC_STATUS_ANSI=0

• /sem commit says “Nothing staged”

  • Stage changes first: git add -A.

• /sem review outputs nothing

  • No diff to review. Make changes (or stage them) and try again.

• Git commands fail

  • Ensure you’re inside a git repo and git is on PATH.

• Still stuck?

  • Run:

    /sem doctor

  • Paste the one-line output into an issue.

Design guarantees (why this is safe)

Borrowed from (and improving on) the best ideas in caveman:

• Technical substance exact. Only fluff die.
• Identifiers verbatim: code blocks, inline code, paths, flags, env vars.
• Tool-output boundary: never rewrite tool output; quote it verbatim.
• Auto-Clarity: for destructive/irreversible/security/migrations/order-sensitive procedures, temporarily write clear structured steps + warnings, then resume the chosen level.
• No surprise activation: v1 does not auto-enable from natural language; only /sem … changes state.

Install

Option A: Pi package install (recommended)

Pi has first-class package support:

pi install npm:pi-semantic

Update later:

pi update

Project-local:

pi install -l npm:pi-semantic

Option B: Installer (curl/irm)

If you don’t want npm (or want to vendor a single file), use the installer.

macOS/Linux (bash):

curl -fsSL https://raw.githubusercontent.com/jerryfan/pi/main/public/pi-semantic/install/install.sh | bash

Windows (PowerShell):

irm https://raw.githubusercontent.com/jerryfan/pi/main/public/pi-semantic/install/install.ps1 | iex

Then in Pi: /reload.

Option C: Manual

Copy index.ts to one of:

• Global: ~/.pi/agent/extensions/pi-semantic/index.ts
• Project: .pi/extensions/pi-semantic/index.ts

Benchmarks

See evals/ for a small benchmark harness:

• generate snapshots (optional): python evals/run_openai.py --all
• measure: python evals/measure.py

The OpenAI runner is optional and requires OPENAI_API_KEY.

Spec

The implementation follows ../../SPEC.md (repo root).

License

MIT (see LICENSE).