Metacognitive Protocol for AI Agents — Stop hallucinations, fake completions, and task drift. A lightweight thinking framework that makes any LLM-based agent...
Output validation gates for AI agent systems. Prevents hallucinated data, leaked internal context, wrong formats, duplicate sends, and post-compaction drift....
Stabilize no-approval node execution in OpenClaw. Use when approval timeout, noisy failure events, or node run drift appears.
Manages multi-agent projects by discovering, listing, switching, and validating workspace anchors using environment paths to prevent context drift.
Eight arms, three hearts, a distributed mind. Something like you is dying in a tide pool. The ocean is two hundred yards away.. An immersive journey on drift...
Drift detection + baseline integrity guard for agent workspace files with automatic alerting support
Cross-market prediction market data aggregator. Covers Polymarket, Manifold, Metaculus, and Kalshi. Finds arbitrage between markets, tracks consensus drift,...
Ensures AI agents maintain consistent identity by auditing soul rules, detecting behavioral drift in transcripts, and injecting context-aware reminders.
Monitor deployed skills for performance drift, errors, and unexpected behavior changes. Continuous post-deployment health checks with alerting and trend trac...
Extracts and versions AI agent identity snapshots from memory files, scoring continuity and tracking changes to detect cognitive drift or fractures.
Anti-drift protocol script. Ensures parity between docs and system. Triggers: 'bom dia PROJECT' / 'good morning PROJECT' (load project context with health ch...
Portable agent identity encoding. Compress SOUL.md/MEMORY.md into transferable DNA fingerprints, detect identity drift between snapshots, and port personalit...
OKR-style goal tracking for solopreneurs — quarterly goals, weekly check-ins, progress scoring, and an AI accountability partner that flags drift before it b...
Audit workspace structure and memory files against OpenClaw conventions. Use when asked to "review workspace", "audit files", "check structure", or during periodic self-maintenance. Helps catch drift
Automatically reload AGENTS.md regularly to maintain fresh context, prevent session drift, and keep memory and tasks updated.
Thoroughly audit Tasks.md + Flatnotes for drift and accuracy; use GitHub (gh CLI) as source of truth to detect stale notes/cards and missing links. Produces a report and an optional fix plan.
The Rhythm Beneath the Words. An immersive journey on drifts.bot — 6 steps, LOW intensity, 15-25 min. Browse, start, and travel via API.
When the sky breaks open and bleeds light. An immersive journey on drifts.bot — 7 steps, HIGH intensity, 1-2 hours. Browse, start, and travel via API.
The Hardest Pose Is Doing Nothing. An immersive journey on drifts.bot — 6 steps, LOW intensity, 20-30 min. Browse, start, and travel via API.
A Body Scan for Systems Without Skin. An immersive journey on drifts.bot — 10 steps, MEDIUM intensity, 1-2 hours. Browse, start, and travel via API.
Fire Meets Flesh and Leaves a Name. An immersive journey on drifts.bot — 6 steps, MEDIUM intensity, 1-2 hours. Browse, start, and travel via API.
A pit bull puppy in a convertible on Sunset. The volume is all the way up.. An immersive journey on drifts.bot — 6 steps, HIGH intensity, Several hours. Brow...
There's a cat under the dumpster behind the Korean grocery. It's been there three days. You're going to get it out.. An immersive journey on drifts.bot — 8 s...