markus-lassfolk

OpenClaw hybrid memory (memory-hybrid plugin)—SQLite+FTS5 facts, LanceDB semantic recall, auto-capture/recall, decay, contacts/org layer (memory_directory), multilingual NER when graph is on, memorySearch, and memory/ files. Goal stewardship (goal_* tools, heartbeat scheduling, OpenClaw cron jobs, verify/troubleshooting). Maintenance orchestrator (maintenance nightly/cycle/full/steps, consolidated cron, run-all). Credentials vault (credential_* tools, credentials get --value-only). Generated skills (skills queue/telemetry/doctor). Workboard integration (bidirectional task/goal sync to Kanban UI). Wiki integration and Dreaming UI (memory-wiki bridge, corpus supplement, bidirectional fact editing, dream findings ingestion). Use whenever the user asks about saving or recalling information, memory_store or memory_recall, people or companies in memory, hybrid-mem CLI, MEMORY.md, goals, goal_assess, scheduled heartbeat pulses, pruning, distillation, embeddings, tuning recall, which memory settings are enabled, how

Executive Assistant / Chief of Staff playbook for email, calendar, tasks, files, meeting prep and notes, morning briefings, due-today draft pings, post-meeting follow-ups, weekly planning, inbox triage, phishing awareness, and proactive EA workflows. Use for Microsoft 365 (m365-agent-cli), Google Workspace, Apple iCloud, or any stack—even when the user does not say assistant, EA, or chief of staff. Background crons should open the matching runbook under {baseDir}/references/.

Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 29 pattern detectors, 560+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Supports English (locale: en) and Swedish (locale: sv); per-locale guidance lives under locales/<tag>/skill/ (e.g. en-en, en-us, sv-se; extend by adding a new tag folder). Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.