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.
git clone --depth 1 https://github.com/HelloRuru/claude-memory-engineWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/helloruru/claude-memory-engine/overview)<a href="https://agentmods.dev/commands/helloruru/claude-memory-engine/overview"><img src="https://agentmods.dev/badge/commands/helloruru/claude-memory-engine/overview/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/helloruru/claude-memory-engine/overview"><img src="https://agentmods.dev/badge/commands/helloruru/claude-memory-engine/overview.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00000 | $0.00385 |
| Opus 5.5 | $0.00000 | $0.00154 |
| Sonnet 5.5 | $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 1mo 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.
- 1mo 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 (134 stars, last pushed 5mo 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
context-stats
Display context window usage and token statistics.
sync
Session bootstrap - read project context, restore saved state, show status. Quick orientation with optional deep dive.
handoff
Write a session handoff document for continuity.
checkpoint
Write a new link in the continuum chain summarizing decisions/changes since the last link.
dream
Roll up the last N links into a single phase-digest link; originals move to archived/ (never deleted).
hades-show-proposals
Show pending Asphodel memory update proposals.