增强版记忆系统 - Ebbinghaus 遗忘曲线 + Hebbian 共现图
Security Analysis
high confidenceThe skill's code, instructions, and resource accesses are coherent with a local memory / co‑occurrence tracker: it creates a local SQLite DB under the user's config dir and contains no network calls or unexpected credential requests.
Name and description describe a memory system combining decay + co-occurrence. The included Python tracker implements Hebbian co-occurrence logic and a local SQLite DB at ~/.config/cortexgraph/co_occurrence.db — this is consistent with the stated purpose and no unrelated capabilities or credentials are requested.
SKILL.md instructs the agent to run various shell scripts (sync-memory.sh, search.sh, gc.sh, etc.). Those scripts are not included in the package; the provided Python file is limited to recording/querying co-occurrence and printing stats. The instructions do not ask the agent to read unrelated system files or exfiltrate data, but you should be aware the skill expects other scripts to exist (not provided here).
No install spec; the skill is instruction-only plus one harmless Python script. Nothing is downloaded from external URLs and no archives are extracted. Risk from install mechanism is low.
No environment variables, credentials, or external endpoints are required. The script only writes to a user-scoped path (~/.config/cortexgraph), which is proportional to a local memory store.
always is false and the skill does not request system-wide changes. The only persistent artifact is a local SQLite DB in the user's config directory. The skill does not modify other skills' configs or request elevated privileges.
Guidance
This skill appears internally consistent and implements a local co-occurrence tracker. Before installing or running: (1) inspect any shell scripts referenced in SKILL.md (sync-*.sh, search.sh, gc.sh) because they are not included here — don't run unknown shell scripts; (2) note the tracker will create a database at ~/.config/cortexgraph/co_occurrence.db and directories under ~/.config — back up or review that location if you have naming conflicts; (3) if you plan to store sensitive memories, consider encrypting that DB or restricting filesystem permissions; (4) if you expect network integration (CortexGraph remote services), verify those components separately — this package makes no network calls itself.
Latest Release
v2.0.0
Enhanced memory system with Ebbinghaus forgetting curve + Hebbian co-occurrence graph
Popular Skills
Published by @guohongbin-git on ClawHub
