pi-memory
Manage persistent memory across sessions
Install / Use
npx skills add espennilsen/piInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
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Development & EngineeringSupported Platforms
Skill content
View source on GitHubname: pi-memory description: Manage persistent memory across sessions. Use when asked to remember, recall, forget, or review what was stored. Covers long-term facts (MEMORY.md), daily session logs, search, and memory housekeeping.
pi-memory — Persistent Memory
A file-based memory system that persists knowledge across sessions using plain Markdown.
Architecture
<base-path>/
├── MEMORY.md # Long-term curated memory (facts, preferences, decisions)
└── memory/
├── 2026-02-11.md # Daily log — append-only session notes
├── 2026-02-10.md
└── ...
- MEMORY.md — The "brain". Organized into
## Sections. Survives compaction. Editable in place. - memory/YYYY-MM-DD.md — Daily append-only logs. Timestamped entries. One file per day.
The base path defaults to cwd. Override with settings.json:
{ "pi-memory": { "path": "/path/to/memory/dir" } }
Tools
memory_read
Read memory contents.
| target | description |
|--------|-------------|
| long_term | Read full MEMORY.md |
| daily | Read a specific date's log (default: today). Pass date: "YYYY-MM-DD" for other dates. |
| list | List all available daily log files |
memory_write
Write to memory.
| target | description |
|--------|-------------|
| daily | Append a timestamped entry to today's log. Used for session notes, progress, decisions. |
| long_term | Update MEMORY.md. Pass section to replace a specific ## Section, or omit to append. |
Long-term memory sections — use section parameter to target:
memory_write target=long_term section="Preferences" content="- Prefers dark theme\n- Terminal-first tools"
This replaces the content under ## Preferences. If the section doesn't exist, it's created.
Daily log entries — auto-timestamped:
memory_write target=daily content="Completed the auth refactor. Using JWT with RS256."
Creates ### HH:MM entry in today's file.
memory_search
Full-text search across MEMORY.md and all daily logs.
memory_search query="JWT" limit=10
Returns matching lines with ±1 line of context, grouped by file.
When to Write Memory
Always write to long-term memory when:
- User explicitly says "remember this", "save this", "note that..."
- You learn a new preference, convention, or decision
- A significant architectural or design choice is made
- You discover something about the user's workflow or environment
Always write to daily log when:
- Starting or completing significant work
- Making key decisions during a task
- Encountering and resolving blockers
- At the end of a work session (summarize what was done + next steps)
Section organization for MEMORY.md
Keep MEMORY.md well-organized with clear sections:
# Long-Term Memory
## About [User]
- Key facts, role, location, interests
## Preferences
- Communication style, tool preferences, conventions
## Active Focus
- Current projects and priorities (update as they shift)
## Decisions & Conventions
- Coding conventions, workflow rules, architectural decisions
## People & Relationships
- Key contacts and collaborators
## Recurring Patterns
- Things frequently asked about or worked on
Memory Hygiene
Periodically review and clean up memory:
- Deduplicate — Check for repeated sections in MEMORY.md (use
memory_read target=long_term) - Archive stale info — Remove outdated decisions or completed project references
- Consolidate daily logs — Important patterns from daily logs should be promoted to MEMORY.md
- Keep sections focused — Each
## Sectionshould have a clear purpose
System Prompt Injection
At each agent turn, the extension automatically injects into the system prompt:
- Full MEMORY.md content
- Yesterday's daily log (if exists)
- Today's daily log (if exists)
This means the agent always has recent context without needing to call memory_read.
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Security Score
Audited on Sep 10, 2026
