Beckmann Knowledge Graph × Self-Improving + Proactive Agent
PassAudited by ClawScan on May 14, 2026.
Overview
This instruction-only skill looks coherent and benign, but it relies on external skills and keeps reusable local memory/heartbeat state that users should review.
Before installing, review the two required base skills separately, because this package mostly orchestrates them. If you use it, periodically inspect ~/self-improving/ memory and correction files, avoid storing secrets there, and confirm Beckmann escalation only when you want the deeper reasoning workflow.
Findings (3)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
This review does not cover the behavior, permissions, or safety of the two required base skills.
The skill delegates core behavior to two external skills that are not included in the provided artifacts.
requires: "ivangdavila/self-improving, matthiasbeckmann987-spec/beckmann-knowledge-graph"
Review and install the required base skills only from trusted sources before relying on this combination skill.
Sensitive or incorrect information could persist and influence later agent responses if saved into these memory files.
The skill explicitly stores and reuses persistent memory, including entries that may be loaded into future conversations.
HOT memory in `~/self-improving/memory.md` (≤100 lines, always loaded) ... Log corrections to `~/self-improving/corrections.md` ... Promote patterns after 3x in 7 days → HOT
Inspect ~/self-improving/ regularly, avoid storing secrets or private details, and delete or correct stale memory entries.
If the required self-improving skill implements the heartbeat, it may maintain state outside a single immediate response.
The skill references ongoing heartbeat/maintenance behavior through the self-improving base skill, though this package itself contains no executable code.
it logs corrections, maintains tiered HOT/WARM/COLD memory, self-reflects after significant work, and runs a heartbeat for recurring maintenance
Check the base self-improving skill’s heartbeat behavior and make sure you can inspect, pause, or remove its generated state if needed.