From exomemory
Retrieve relevant memories from the exomemory system using R×I×R scoring.
How this skill is triggered — by the user, by Claude, or both
Slash command
/exomemory:recallThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
Retrieve memories relevant to `$ARGUMENTS` from the exomemory system at `~/.local/share/exomemory/`.
Retrieve memories relevant to $ARGUMENTS from the exomemory system at ~/.local/share/exomemory/.
| Type | File | Purpose | TTL |
|---|---|---|---|
| Episodic | episodic/context-log.md | Events, discussions, discoveries (dated) | 90 days from last_ref |
| Semantic (rules) | semantic/frameworks.md | Reusable rules, patterns, frameworks | Indefinite |
| Semantic (decisions) | semantic/decisions.md | Key decisions and reasoning | Indefinite |
| Procedural | procedural/preferences.md | Work style, preferences | Until changed |
Score each memory entry:
Score(memory) = Recency × Importance × Relevance
| Period | Score |
|---|---|
| Within 1 week | 1.0 |
| 1–2 weeks | 0.8 |
| 2 weeks – 1 month | 0.5 |
| Over 1 month | 0.3 |
| Over 3 months | 0.1 (deletion candidate) |
| Location | Score |
|---|---|
| MEMORY.md top ranking (High Frequency) | 1.0 |
| semantic/frameworks.md or semantic/decisions.md | 0.8 |
| episodic/context-log.md | 0.5 |
| archive/ | 0.1 |
Judge by comparing $ARGUMENTS against MEMORY.md index entries (title + tags + summary). No vector DB needed — read the index and use your judgment.
~/.local/share/exomemory/MEMORY.md to get the full indexWhen you read an episodic memory entry:
refs by 1last_ref to today's dateThis metadata drives TTL resets and promotion decisions in maintenance.
Present the retrieved memories to the user, organized by relevance. If nothing relevant is found, say so.
Provides behavioral guidelines to reduce common LLM coding mistakes, focusing on simplicity, surgical changes, assumption surfacing, and verifiable success criteria.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
npx claudepluginhub hananana/exomemory --plugin exomemory