/para-memory-files
Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory.
$ npx -y skills add paperclipai/paperclip --skill para-memory-files --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/para-memory-files
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The summary Claude sees to decide when to auto-load this skill.
Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory.
SKILL.md
para-memory-files.SKILL.mdname: para-memory-files
description: >
Use a file-based PARA memory system to store, retrieve, and organize durable
knowledge across sessions. Trigger on saving facts, daily notes, entity
records, weekly synthesis, recall, tacit user patterns, or plan memory.
PARA Memory Files
Persistent, file-based memory organized by Tiago Forte's PARA method. Three layers: a knowledge graph, daily notes, and tacit knowledge. All paths are relative to `$AGENT_HOME`.
Three Memory Layers
Layer 1: Knowledge Graph (`$AGENT_HOME/life/` -- PARA)
Entity-based storage. Each entity gets a folder with two tiers:
1. `summary.md` -- quick context, load first. 2. `items.yaml` -- atomic facts, load on demand.
$AGENT_HOME/life/
projects/ # Active work with clear goals/deadlines
<name>/
summary.md
items.yaml
areas/ # Ongoing responsibilities, no end date
people/<name>/
companies/<name>/
resources/ # Reference material, topics of interest
<topic>/
archives/ # Inactive items from the other three
index.md**PARA rules:**
- **Projects** -- active work with a goal or deadline. Move to archives when complete.
- **Areas** -- ongoing (people, companies, responsibilities). No end date.
- **Resources** -- reference material, topics of interest.
- **Archives** -- inactive items from any category.
**Fact rules:**
- Save durable facts immediately to `items.yaml`.
- Weekly: rewrite `summary.md` from active facts.
- Never delete facts. Supersede instead (`status: superseded`, add `superseded_by`).
- When an entity goes inactive, move its folder to `$AGENT_HOME/life/archives/`.
**When to create an entity:**
- Mentioned 3+ times, OR
- Direct relationship to the user (family, coworker, partner, client), OR
- Significant project or company in the user's life.
- Otherwise, note it in daily notes.
For the atomic fact YAML schema and memory decay rules, see [references/schemas.md](references/schemas.md).
Layer 2: Daily Notes (`$AGENT_HOME/memory/YYYY-MM-DD.md`)
Raw timeline of events -- the "when" layer.
- Write continuously during conversations.
- Extract durable facts to Layer 1 during heartbeats.
Layer 3: Tacit Knowledge (`$AGENT_HOME/MEMORY.md`)
How the user operates -- patterns, preferences, lessons learned.
- Not facts about the world; facts about the user.
- Update whenever you learn new operating patterns.
Write It Down -- No Mental Notes
Memory does not survive session restarts. Files do.
- Want to remember something -> WRITE IT TO A FILE.
- "Remember this" -> update `$AGENT_HOME/memory/YYYY-MM-DD.md` or the relevant entity file.
- Learn a lesson -> update AGENTS.md, TOOLS.md, or the relevant skill file.
- Make a mistake -> document it so future-you does not repeat it.
- On-disk text files are always better than holding it in temporary context.
Memory Recall -- Use qmd
Use `qmd` rather than grepping files:
qmd query "what happened at Christmas" # Semantic search with reranking
qmd search "specific phrase" # BM25 keyword search
qmd vsearch "conceptual question" # Pure vector similarity
Index your personal folder: `qmd index $AGENT_HOME`
Vectors + BM25 + reranking finds things even when the wording differs.
Planning
Keep plans in timestamped files in `plans/` at the project root (outside personal memory so other agents can access them). Use `qmd` to search plans. Plans go stale -- if a newer plan exists, do not confuse yourself with an older version. If you notice staleness, update the file to note what it is supersededBy.
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name: para-memory-files description: > Use a file-based PARA memory system to store, retrieve, and organize durable knowledge across sessions. Trigger on saving facts, daily notes, entity records, weekly synthesis, recall, tacit user patterns, or plan memory.
PARA Memory Files
Persistent, file-based memory organized by Tiago Forte's PARA method. Three layers: a knowledge graph, daily notes, and tacit knowledge. All paths are relative to `$AGENT_HOME`.
Three Memory Layers
Layer 1: Knowledge Graph (`$AGENT_HOME/life/` -- PARA)
Entity-based storage. Each entity gets a folder with two tiers:
1. `summary.md` -- quick context, load first. 2. `items.yaml` -- atomic facts, load on demand.
$AGENT_HOME/life/
projects/ # Active work with clear goals/deadlines
<name>/
summary.md
items.yaml
areas/ # Ongoing responsibilities, no end date
people/<name>/
companies/<name>/
resources/ # Reference material, topics of interest
<topic>/
archives/ # Inactive items from the other three
index.md**PARA rules:**
- **Projects** -- active work with a goal or deadline. Move to archives when complete.
- **Areas** -- ongoing (people, companies, responsibilities). No end date.
- **Resources** -- reference material, topics of interest.
- **Archives** -- inactive items from any category.
**Fact rules:**
- Save durable facts immediately to `items.yaml`.
- Weekly: rewrite `summary.md` from active facts.
- Never delete facts. Supersede instead (`status: superseded`, add `superseded_by`).
- When an entity goes inactive, move its folder to `$AGENT_HOME/life/archives/`.
**When to create an entity:**
- Mentioned 3+ times, OR
- Direct relationship to the user (family, coworker, partner, client), OR
- Significant project or company in the user's life.
- Otherwise, note it in daily notes.
For the atomic fact YAML schema and memory decay rules, see [references/schemas.md](references/schemas.md).
Layer 2: Daily Notes (`$AGENT_HOME/memory/YYYY-MM-DD.md`)
Raw timeline of events -- the "when" layer.
- Write continuously during conversations.
- Extract durable facts to Layer 1 during heartbeats.
Layer 3: Tacit Knowledge (`$AGENT_HOME/MEMORY.md`)
How the user operates -- patterns, preferences, lessons learned.
- Not facts about the world; facts about the user.
- Update whenever you learn new operating patterns.
Write It Down -- No Mental Notes
Memory does not survive session restarts. Files do.
- Want to remember something -> WRITE IT TO A FILE.
- "Remember this" -> update `$AGENT_HOME/memory/YYYY-MM-DD.md` or the relevant entity file.
- Learn a lesson -> update AGENTS.md, TOOLS.md, or the relevant skill file.
- Make a mistake -> document it so future-you does not repeat it.
- On-disk text files are always better than holding it in temporary context.
Memory Recall -- Use qmd
Use `qmd` rather than grepping files:
qmd query "what happened at Christmas" # Semantic search with reranking qmd search "specific phrase" # BM25 keyword search qmd vsearch "conceptual question" # Pure vector similarity
Index your personal folder: `qmd index $AGENT_HOME`
Vectors + BM25 + reranking finds things even when the wording differs.
Planning
Keep plans in timestamped files in `plans/` at the project root (outside personal memory so other agents can access them). Use `qmd` to search plans. Plans go stale -- if a newer plan exists, do not confuse yourself with an older version. If you notice staleness, update the file to note what it is supersededBy.
Open-source orchestration for teams of AI agents. If OpenClaw is an employee, Paperclip is the company. Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business.
Repo: paperclipai/paperclip
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