pi-mem

surprisingly useful daily memory for the pi coding agent

_{Read the blog post}

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_{Inspired by OpenClaw's approach to agent memory.}

Layout

Memory files live under ~/.pi/agent/memory/ (override with PI_MEMORY_DIR):

Path	Purpose
MEMORY.md	Curated long-term memory (decisions, preferences, durable facts)
SCRATCHPAD.md	Checklist of things to keep in mind / fix later
daily/YYYY-MM-DD.md	Daily append-only log (today + yesterday loaded at session start)
notes/*.md	LLM-created files (lessons, self-review, reference material, etc.)

Identity and behavioral files (e.g. SOUL.md, AGENTS.md, HEARTBEAT.md) can also live in the memory directory and be injected into context via PI_CONTEXT_FILES.

Tools

Tool	Description
memory_write	Write to long_term (MEMORY.md), daily (today's log), or note (notes/filename). Supports append and overwrite modes.
memory_read	Read MEMORY.md (long_term), SCRATCHPAD.md (scratchpad), daily logs (daily), notes (note), any root file (file), or list everything (list).
memory_search	Search across all files — filenames and content. Case-insensitive keyword search across root, notes/, and daily/.
scratchpad	Manage a checklist: add, done, undo, clear_done, list.

Context Injection

The following are automatically injected into the system prompt before every agent turn:

• Files listed in PI_CONTEXT_FILES (e.g. SOUL.md,AGENTS.md,HEARTBEAT.md)
• MEMORY.md
• SCRATCHPAD.md (open items only)
• Today's and yesterday's daily logs

Files in notes/ and older daily logs are not injected — they're accessible on-demand via memory_search and memory_read.

Configuration

Env Var	Default	Description
PI_MEMORY_DIR	~/.pi/agent/memory/	Root directory for all memory files
PI_DAILY_DIR	$PI_MEMORY_DIR/daily/	Directory for daily logs
PI_CONTEXT_FILES	(empty)	Comma-separated list of extra files to inject into context (e.g. SOUL.md,AGENTS.md,HEARTBEAT.md)
PI_AUTOCOMMIT	false	When 1 or true, auto-commit to git after every write

Dashboard Widget

An auto-generated "Last 24h" summary is shown on session start and switch:

• Scans recent session files for titles, costs, and sub-agent counts
• Groups by topic using an LLM call (falls back to flat list)
• Rebuilt every 15 minutes in the background
• Also shows open scratchpad items

Related

• pi-reflect — Self-improving reflection engine for pi. Analyzes recent conversations and iterates on memory, behavioral rules, and identity files. Pairs naturally with pi-mem.

Installation

pi install git:github.com/jo-inc/pi-mem

License

MIT