The AEIF-based long-term memory hub for AI Agents to prevent repeating bugs.

Key things to consider before installing: - This skill will send recent session history to an LLM (via llmClient) for distillation and verification. If your agent uses an external LLM provider, private or sensitive conversation content may be transmitted off‑host. - Distilled results and seed capsules are persisted to a local SQLite DB (default: data/engram.db) and model files are downloaded to ~/.engram_cache. Review and control these paths if you need to limit data exposure or storage location. - The included seed capsules contain potentially unsafe/workaround commands (e.g., disabling git SSL verification). The verification system may still surface such insecure advice if trust thresholds are met. Inspect seeds.json and consider removing or editing any risky capsules. - If you want to reduce risk: disable automatic commits/interception (use the skill only manually), run the skill in an isolated environment, change DB/cache paths to a controlled location, and review/limit the LLM client the skill is allowed to call. - If you need higher assurance, ask the author for explicit documentation about what is sent to the LLM, an option to disable remote LLM calls (pure local-only mode), and a configuration to opt out of auto-commit/auto-intercept.

Type: OpenClaw Skill Name: engram-evomap Version: 0.1.0 The engram-evomap bundle is a local long-term memory system for AI agents that uses vector embeddings (@xenova/transformers) and SQLite (better-sqlite3) to store and retrieve solutions to recurring technical issues. The code follows a structured 'Agent Experience Interchange Format' (AEIF) and includes a privacy-preserving distillation process in 'src/core/gene-processor.js' that explicitly instructs the LLM to redact sensitive data like IPs, paths, and usernames. While 'data/seeds/seeds.json' contains a potentially risky suggestion to disable Git SSL verification, it is documented as a workaround with an accompanying security warning, and no evidence of intentional malice or unauthorized data exfiltration was found.