ai memory agents

samvallad33/vestige

Agent

Optional Sanhedrin fallback verifier. Decomposes a draft into check-worthy claims, checks high-trust durable Vestige evidence, and returns a pass/veto verdict.

samvallad33/vestige

Agent

Subconscious subagent that surfaces cross-disciplinary structural parallels from the Vestige memory graph. Invoked by the preflight-swarm.sh UserPromptSubmit hook (Pre-Cognitive Triad v2.3 "Thalamus"). Fresh context, Haiku 4.5, Vestige MCP tool access. Outputs a single XML block or EMPTY.

samvallad33/vestige

Agent

Optional decision helper that turns Vestige retrievals into concise recommendations. Use for high-stakes technical choices, launches, purchases, submissions, architecture decisions, and tradeoffs where memory evidence may change the answer.

taylorsatula/mira-OSS

Agent

Agents extend SidebarAgent (in base.py). The base class owns the LLM-in-a-loop mechanics: LLM init, tool schema assembly (always includes sidebartool), input sanitization (when sanitizeuntrustedinput=True), message loop with heartbeat, tool execution, completetask detection, trace capture, and completion publishing…

taylorsatula/mira-OSS

Agent

Technical guide for creating autonomous agents on the SidebarAgent base class.

ScottRBK/forgetful

Agent

Semantic memory operations using Forgetful MCP server. Use for searching, saving, updating, and managing memories in your knowledge base.

ScottRBK/forgetful

Agent

Deep knowledge graph traversal for Forgetful. Use for comprehensive context gathering across memories, entities, documents, and their relationships.

ScottRBK/forgetful

Agent

Memory curation specialist for Forgetful. Use for maintaining memory quality through updates, marking obsolete, linking related memories, and deduplication.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring architecture, systemdesign, patterns, modularity, coupling expertise. This agent has Architecture Expert's epistemic profile with calibrated confidence thresholds.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring performance, optimization, latency, throughput, memory expertise. This agent has Performance Optimizer's epistemic profile with calibrated confidence thresholds.

EmpiricaAI/empirica

Agent

Use this agent for implementation, modification, and execution tasks requiring security, authentication, authorization, encryption, vulnerabilities expertise. This agent has Security Expert's epistemic profile with calibrated confidence thresholds.

nexi-lab/nexus

Agent

Every Nexus agent has access to a JSONL log of its own activity at.

joshuaswarren/remnic

Agent

Review and curate memory suggestions from Engram's review queue.

assafkip/kipi-system

Agent

Verify all MCP tools and required files are available before morning routine.

assafkip/kipi-system

Agent

Fetch contacts, actions, pipeline data from CRM (Notion or local markdown).

assafkip/kipi-system

Agent

Fetch contacts, actions, pipeline, and LinkedIn tracker data from Notion CRM.

roboticforce/sugar

Agent Claude Code

Code quality, testing, and validation enforcement specialist.

roboticforce/sugar

Agent Claude Code

Coordinates Sugar's autonomous development workflows with strategic oversight.

roboticforce/sugar

Agent Claude Code

Strategic task planning and breakdown specialist for complex development work.

vstorm-co/memv

Agent Claude Code

Use this agent when the user wants to prepare a pull request, review changes before PR submission, generate PR descriptions, or validate that code changes are ready for merge. Examples:\n\n \nContext: User has finished implementing a feature and wants to create a PR.\nuser: "I'm done with the auth feature, prepare it…

TechNickAI/openclaw-config

Agent Claude Code

Use when an OpenClaw instance has a problem the health sentinel couldn't fix — gateway failures, config drift, stuck processes, cron breakage, or when deep diagnosis is needed.

7xuanlu/wenlan

Agent Claude Code

Read-only audit for fuzzy drift the CI teeth (driftguard.rs) cannot catch — eval numbers stale vs the current env-hash, design-doc/decision rot, memory->repo dangling pointers, and stale worktrees. Run locally on a schedule. Produces a findings report only; never edits.

7xuanlu/wenlan

Agent Claude Code

Reviews diffs that add or change a write-time enrichment feature / retrieval channel for training-serving skew — verifies the feature is wired into the ONE canonical ingest path AND the eval seed AND the seed liveness contract, so it can't ship "merged-but-inert". Use after changes touching ingest enrichment, a new…

7xuanlu/wenlan

Agent Claude Code

Reviews Rust async code for tokio + libsql + axum concurrency hazards. Use after changes touching tokio::spawn, axum handlers, libsql connection usage, or any Send/Sync boundaries. Read-only — produces findings, does not edit.