AI / ML
NEXO Brain
Cognitive memory system for AI agents — Atkinson-Shiffrin memory model, semantic RAG, trust scoring, and metacognitive error prevention. Gives your agent per...
Productivity
Memos Cloud Server
External long-term memory and knowledge base backed by the MemOS Cloud API. Capabilities — search prior memory, add conversation messages, delete or correct...
Productivity
hermes-workspace
Web-based workspace: chat, terminal, memory browser, skills manager, inspector. Most complete GUI for Hermes. 500★.
Data
Mnemosyne
Local-first, sub-millisecond memory system built specifically for Hermes. SQLite + sqlite-vec hybrid search (50% vector / 30% FTS5 / 20% importance), BEAM tiered architecture (work…
Productivity
clawdi
Cross-agent long-term memory and session history capturing user preferences, coding habits, projects, past bugs, architecture decisions, and conversations across multiple agents. S…
Data
memory-load
Loads relevant entries from memory/ into context at conversation start or when topics may overlap stored facts, habits, goals, relationships, work, health, or hobbies. Reads memory…
Data
mnemo-hermes
Semantic memory plugin adding pgvector vector search to Hermes's built-in FTS5 memory. 5 tools (`mnemo_remember`, `mnemo_recall`, `mnemo_learn`, `mnemo_predict`, `mnemo_profile`) +…
Productivity
memoir-onboard
Populates or refreshes a persistent high-level project snapshot. In git repos writes codebase:onboard with modules, goals, rules, and lessons for onboarding or codebase tours. In n…
Security
memory-load-check
Reviews PRs and diffs for unbounded memory loading, concurrency issues, oversized payloads, and missing pagination or byte caps. Apply during cleanup jobs, data imports, file parsi…
Engineering
mobile-performance
Profiles mobile apps for startup time, memory leaks, battery usage, network efficiency, frame rate, and binary size. Detects image caching issues, undisposed controllers, aggressiv…
Productivity
bettermemory
Verification-grade memory between sessions. Use bettermemory's MCP tools (memory_search, memory_show, memory_write, memory_verify, memory_record_use, etc.) instead of writing to fi…
AI / ML
anima-aios
AI agent cognitive growth system with five-layer memory architecture, knowledge palace organization, pyramid thinking, Ebbinghaus decay, persistent memory management, visual intima…
Research
agentprivacy-two-waters
Orphic hydrology of the sovereignty lattice — Lethe (forgetting) and Mnemosyne (chosen memory). Covers systems where the witness is held by flow rather than a still pool, distingui…
Design
omd:remember
Records user design preferences and corrections into .omd/preferences.md. Triggered by phrases like 'remember this', 'going forward never X', or when omd:apply detects a correction…
DevOps
os-environment-probe
Discovers and persists available AI environments (Claude, Copilot CLI, Gemini CLI, Cursor, etc.) into context/memory/environment.md. Run once after OS setup or on environment chang…
Engineering
javascriptcore-garbage-collector
Reference for JavaScriptCore garbage collection behaviors in Bun. Use for diagnosing use-after-free issues, object leaks, premature collection, or when working with WriteBarrier, v…
Productivity
memoir-remember
Explicitly saves a user-requested memory to Memoir. Use for durable preferences, decisions, rules, facts, or notes triggered by remember, save, store, capture, or record commands. …
AI / ML
dna-memory
Three-layer memory architecture (working, short-term, long-term) with active forgetting, summarization, reflection loops, and associations. Use for agents needing persistent contex…
Research
agentprivacy-temporal-dynamics
Temporal dynamics and memory accumulation for 0xagentprivacy. Models e^{-λt}·(1+A(τ)), decay rates, memory scaling α·ln(1+|τ|)·h(τ), the h(τ) integrity gate, crossover time calcula…
Productivity
memory-manager
Implements the 3-step Memory-First Protocol (Research, Response, Learning). Apply at task start to retrieve past context and at completion to persist new conventions, architectural…
Productivity
remember
Persists decisions, patterns, and outcomes as typed entities and relations in a memory graph. Captures architectural choices, anti-patterns, tool preferences, workflow results, and…
Productivity
learn-rule
Capture corrections or lessons as persistent rules with category, mistake, and correction. Store, categorize, and retrieve rules for future use after errors or when prompted with r…
Productivity
xantham-memory
Retrieves relevant project, feedback, and profile context from memory before generating non-trivial replies on Telegram. Grounds responses in actual state rather than assumptions a…
Automation
agentforce-multi-turn-patterns
Designs Agentforce conversations that span multiple turns without losing context: session variable scoping, conversation memory, clarifying-question patterns, topic-to-topic handof…
Productivity
closing-lite
Quickly extracts memorable issues, learnings, and preferences from a session for auto-memory accumulation. Lightweight session-closing version that completes in 30 seconds without …
Productivity
memoir-status
Reports Memoir status for the current project including store path, branch, commit count, memory count, and namespaces. Use when checking status, verifying operation, or troublesho…
AI / ML
agentprivacy-holonic-reasoning
Creates shared reasoning graphs and inference artifacts as provider-agnostic holons. Handles Holonic BRAID, reasoning libraries, learn-once-reuse patterns, agent memory trees, and …
Productivity
log-memory-searcher
Recalls and searches past logs when reviewing historical events or organizing work periods. Uses metadata indexing for quick retrieval and supports dream-mode memory consolidation …
Productivity
phase-5-debrief
Processes post-call notes from Phase-4-prepped meetings. Triggers on "debrief X" or pasted notes. Extracts learned intel, updates the dashboard, determines next actions, and prompt…
Automation
memory-distill
Convert raw observations from memory/{gotchas,learned}/observations.jsonl into refined .md files. Supports dreaming-style rebuild mode that merges new observations while removing d…
Productivity
deep-mem
Search and retrieve stored knowledge and conversation history with progressive disclosure. Activate for memory lookups, recalling past context, or when users reference saved inform…
AI / ML
self-improving-agent
Universal self-improving agent that learns from all skill experiences using semantic, episodic, and working memory to evolve codebases. Auto-triggers on skill completion or error w…
Productivity
sessions-memory
Provides persistent session and memory storage with semantic search and targeted retrieval from Markdown files. Supports automatic flush before compaction and vector search configu…
Productivity
second-brain-init
One-time setup for Second Brain. Creates the initial folder structure, root README, MEMORY.md skeleton, and prepares the workspace without touching existing content. Performs a dry…
Productivity
deepvista
Terminal-based knowledge base and memory manager. Supports note-taking, card creation/search, semantic memory queries, agent chat, skill management, and persona/workflow synthesis …
Research
curator-repo-learn
Clones a GitHub repository, analyzes its structure, extracts reusable patterns, and stores them in procedural memory. Use for targeted learning from known-quality repos or rapid pa…
Productivity
para-memory-files
Implements durable file-based memory using the PARA method with three layers: knowledge graph, daily timeline notes, and tacit user patterns. Supports planning, decay handling, and…
Automation
synth-thread-to-sop
Transforms resolved Slack thread markdown exports into typed memory entries (decisions, exceptions, or workflows) in Meta/. Use when a thread captures a documented deviation or rep…
Productivity
higgsfield-recall
Silently queries memory databases for past failures and known fixes before generating any Higgsfield prompt. Applies automatically on prompt requests, video/image generation, or MC…
Productivity
Chat_Hafizasi
Records chat interactions from Telegram or similar bots into a central Notion inline database. Use for bot memory, retrospective debugging, and answering queries like "what did you…
AI / ML
ozm-agent-runtime-architecture
Apply to agent-native, multi-agent, memory, tool contract, control-plane, or framework work requiring runtime evidence, user-agent parity, state transitions, memory boundaries, and…
Productivity
github-elements-tracking
Use GitHub Issues as persistent memory across sessions. Supports epic creation, issue waves, checkpoints, multi-agent coordination, and project-level context storage with integrate…
AI / ML
honcho
Configure and manage Honcho memory for cross-session user modeling, multi-profile peer isolation, observation settings, dialectic reasoning, session summaries, and context budget e…
Productivity
create-senpai
Converts an experienced lab mentor into an evolving AI skill. Imports chats, notes, photos, and screenshots to build persistent group memory and persona that continues to develop o…
AI / ML
perf-memory-tuning
Techniques for lowering peak GPU memory usage in Megatron Bridge, including expandable segments, parallelism resizing, activation recompute, CPU offloading limits, and OOM troubles…
Productivity
beads
Git-backed issue tracker for multi-session work with dependencies and persistent memory across conversation compaction. Use when work spans sessions, has blockers, or requires cont…
Productivity
context-engineer
Predicts, prevents, and mitigates context window failures before they occur. Analyzes workflows for overflow risk and designs disk-as-memory architectures with recovery-ready state…
Productivity
zylos-memory
Maintain persistent memory across sessions using tiered markdown files based on the Inside Out model. Handles memory sync, session rotation, consolidation, and context-aware state …
Productivity
pre-compact
Performs pre-compaction housekeeping: updates persistent memory, cleans git state and trash, runs an open-judgment audit, and outputs an SBAR with go/no-go guidance plus a resume p…
Productivity
propagate-session
Crystallizes session learnings into persistent layers such as Memory, Decisions, wiki, Glossary, Projects, and Tasks. Triggers on session end or explicit requests to propagate insi…
AI / ML
mem0-integrate
Add Mem0 to an existing repository using a test-first workflow. Auto-detects language, offers Platform or self-hosted options, and produces a feature branch with integration artifa…
AI / ML
ozm-context-engineering
Apply to context engineering: compression, budgeting, progressive disclosure, large-output routing, filesystem-backed context, post-compaction recovery, and long-horizon memory hea…
AI / ML
building-with-agent-memory
Build persistent memory systems for AI agents using Mem0, claude-mem, or custom implementations. Use when adding conversation memory, user preferences, or contextual recall to agen…
AI / ML
agent-brain
Maintains persistent cross-session memory and digital twin context: loads prior state on start, saves summaries on commit, syncs to cloud storage, and retrieves historical decision…
Web
memoir-ui
Launches or reopens the Memoir web UI for the current project store. Use to browse, inspect, visualize, or view memories. Starts the safe readonly UI and reports URL, PID, and stor…
Documentation
context-engineering-state
Current state of memory, context, and Skills architecture as of late 2025. Load when discussing context engineering, Skills, userMemories, or troubleshooting context loading issues…
Data
bio-expression-matrix-sparse-handling
Stores and operates on sparse expression matrices for single-cell and large bulk RNA-seq. Covers matrix formats, orientation handling, HDF5 vs Zarr, and density crossover guidance.
Productivity
know-cli
Default retrieval and memory workflow for coding agents. Handles code search, edit-target selection, dependency impact checks, and cross-session decision recall with token budgets.
Engineering
dotnet-memory-analysis
Analyze .NET application memory issues using CLI diagnostic tools. Use when investigating memory leaks, high usage, heap growth, or GC pressure on live processes or memory dumps.
Automation
alibabacloud-agentloop-contextstore
Operate CloudMonitor AgentLoop ContextStore via CLI for creating, querying, updating, and deleting context records, managing API keys, and debugging memory or experience stores.
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