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/conradlu2740/proactiveagent/recallgit clone --depth 1 https://github.com/ConradLu2740/ProactiveAgentWhat 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 | $0.00009 | $0.00078 |
| Opus 5 | $0.00005 | $0.00039 |
| Sonnet 5 | $0.00002 | $0.00016 |
| Haiku 4.5 | $0.00001 | $0.00008 |
Grade A, and why
recall 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 yesterday.
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
调用 mcp__proactive-agent__memory_recall 查询与以下内容相关的记忆，带 1-3 个关键词，并简要汇报（类型 / 重要度 / 原文）：
$ARGUMENTS
如果结果为空，说明没有相关记忆，不要编造。
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.
- yesterday First seen · 10 lines · 9 tokens per session scan A 8d4f20e9b1ac
recall is a command published in the GitHub repository ConradLu2740/ProactiveAgent (1 stars, last pushed 12d ago), licensed MIT. It adds 9 tokens to every session and 78 once invoked, about $0.0000 per session on Opus 5. 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 2026-08-31.
Other commands, from other repositories
dreaming
Configure and run the dreaming subsystem that consolidates, combines, and prunes memories on a wall-clock floor. Invoke when the user asks to turn dreaming on/off, change how often it runs, run a one-shot dreaming pass, or check when dreaming last fired. Defaults: mode=auto, interval=30m for auto / 24h for on, include…
prune
Find and remove project memory databases whose project root no longer exists on disk. Use when a project is deleted or moved.
reset_project
Wipe the per-project memory cache for the active project when it was re-cloned from the same path.
advisor
Run the advisor reflection over the active project (anchored recommendations, no remote calls).
list_memories
List the kimi-memory entries for the current project.
memos
Open the kimi-memos-dashboard in the default browser. The dashboard is a read-only web view of every kimi-memory SQLite database.