Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/helloruru/claude-memory-engine/overviewgit clone --depth 1 https://github.com/HelloRuru/claude-memory-engineWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00385 |
| Opus 5 | $0.00000 | $0.00192 |
| Sonnet 5 | $0.00000 | $0.00077 |
| Haiku 4.5 | $0.00000 | $0.00038 |
Grade A, and why
overview scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
/overview -- All Available Commands
Lists every command in the memory engine.
Memory Operations
| Command | Chinese | Description |
|---|---|---|
/save |
/存記憶 |
Save memory across sessions |
/reload |
/讀取 |
Load memory into current conversation |
/memory-search |
/搜尋記憶 |
Search memory files by keyword |
Backup & Sync
| Command | Chinese | Description |
|---|---|---|
/backup |
/備份 |
Push memory to GitHub |
/sync |
/同步 |
Two-way memory sync (push + pull) |
/recover |
/想起來 |
Disaster recovery / cross-device sync |
Health Checks
| Command | Chinese | Description |
|---|---|---|
/check |
/健檢 |
Quick health check (index + file integrity) |
/full-check |
/大健檢 |
Full audit (duplicate detection + cleanup suggestions) |
/memory-health |
/記憶健檢 |
Memory file health status |
Learning & Reflection
| Command | Chinese | Description |
|---|---|---|
/learn |
/學習 |
Auto-learn from mistakes (Claude triggers on its own) |
/reflect |
/反思 |
Reflection analysis (review + organize + refine + slim down) |
/diary |
/回顧 |
Session reflection diary |
Workflow
| Command | Chinese | Description |
|---|---|---|
/todo |
/待辦 |
Cross-project task tracker |
/compact-guide |
/壓縮建議 |
When to compress context |
/overview |
/全覽 |
This page |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 44 lines · 0 tokens per session scan A 82836538e94e
overview is a command published in the GitHub repository HelloRuru/claude-memory-engine (133 stars, last pushed 3mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 385 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
design-review
Workflow recipe — review a design end-to-end, ending in measured numbers rather than adjectives, by chaining 4 skills.
setup-pm-skills
Onboard a new user — find out what they do, recommend the right bundles & top skills, and set up a project CONTEXT.md so every skill is tailored to them.
statusbar-style
Switch the status-bar style (classic / capsule / hairline).
validate-dependencies
Validate all task dependencies for issues.
fest-show
Show festival progression (in-progress tasks, roadmap, and dependency view).
superpowers-execute
Execute the current GSD phase plan with Superpowers instead of gsd-execute-phase.