ejentum/self-inspect-mcp
Keyless heuristic self-inspection tool: an agent describes a thought or task and always gets back one metathought. Deterministic routing over an open CSV (no LLM). REST + MCP.
The Reasoning Harness Tool that sharpens llm agents. Dynamic & Adaptive Reasoning Injections per task. Engineered and optimized for agentic inference.
Repositories
ejentum/agent-teams
Library of multi-agent teams built on Ejentum cognitive harnesses (adversarial code review, eval trio, side-by-side eval, n8n quickstart, harness integration patterns). Drop-in deployable artifacts for any agent runtime.
ejentum/awesome-pydantic
A curated list of awesome things related to Pydantic! 🌪️
ejentum/ejentum-mcp
MCP server for the Ejentum API. 8 cognitive operations across 4 harnesses (reasoning, code, anti-deception, memory) in dynamic and adaptive modes.
ejentum/ejentum-genkit
Genkit integration for the Ejentum Reasoning Harness. createEjentumTools(ai) registers 8 agent-callable tools (4 harnesses × dynamic + adaptive).
ejentum/pydantic-ai-ejentum
PydanticAI toolset for the Ejentum Reasoning Harness. EjentumToolset registers 8 tools (4 harnesses × dynamic + adaptive) that the agent calls before generating.
ejentum/awesome-openclaw
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
ejentum/awesome-claude-plugins
A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.
ejentum/letta-ejentum
Letta integration for the Ejentum Reasoning Harness. 8 Python functions (4 harnesses × dynamic + adaptive) registered via tools.upsert_from_function.
ejentum/eval
A/B evaluate any LLM task with and without Ejentum cognitive injection. n8n workflow + TypeScript module.
ejentum/awesome-LangGraph
An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps.
ejentum/SkillLoop
Standalone self-improvement harness for agent traces, memory, skills, evaluation, and fine-tuning exports
ejentum/zed-ejentum-mcp
Zed editor extension wrapping the Ejentum MCP server. 8 cognitive operations (4 harnesses × dynamic + adaptive) available to Zed's agent.
ejentum/benchmarks
Benchmark methodology, task sets, and evaluation results for RA²R
ejentum/EjMetacognition
Benchmark: what two deterministic metacognition tools (self-inspect, superposition) do to agent reasoning. Reliable and auditable; reasoning uplift is conditional; selective, self-triggered use only.
ejentum/superposition-mcp
Two-pole terrain maps that counter premature collapse in agent reasoning. An agent states three POVs on its task and gets back one deterministic map to locate which reading it collapsed onto. Keyless, no LLM. MCP server + zero-dependency Python + HTTP endpoint.
ejentum/n8n-nodes-ejentum
n8n community node for the Ejentum Reasoning Harness. 8 operations (4 harnesses × dynamic + adaptive) over 679 cognitive operations. Marked usableAsTool for the n8n AI Agent.
ejentum/builders_playbook
How the builder uses the Ejentum API on an agentic IDE. 28 real work sessions. Not staged.
ejentum/ejentum
Profile README
ejentum/integrations
Official integration guides and skill files for the Ejentum API. Runtime reasoning harness for LLM agents.
ejentum/ablation-mhpp-10
MHPP-10 ablation: B/D/A conditions, Opus 4.8 subagent fleet, agentic-tool pattern
ejentum/extensions
Extensions for the Zed editor
ejentum/ablation-hle-30-moderate
Ejentum harness benchmark Round 3: 30 moderate-difficulty HLE-exactMatch questions, B/D/A conditions, Opus 4.8, reasoning + adaptive-reasoning modes
ejentum/ablation-hle-15
Ejentum harness benchmark Round 2: 15 HLE questions, B/D/A conditions, Opus 4.8, reasoning + adaptive-reasoning modes
ejentum/llama-index-tools-ejentum
LlamaIndex tool spec for the Ejentum Reasoning Harness. Wraps the hosted Ejentum MCP server and exposes 8 tools (4 harnesses × dynamic + adaptive).
ejentum/docs
Documentation for the Ejentum Reasoning Harness. Guides, API reference, and concepts for the RA²R methodology and the Ejentum API.
ejentum/smolagents-ejentum
smolagents Tool subclasses for the Ejentum Reasoning Harness. 8 tools (4 harnesses × dynamic + adaptive) plus an ejentum_tools() factory.
ejentum/langchain-ejentum
LangChain integration for the Ejentum Reasoning Harness. 8 BaseTool subclasses (4 harnesses × dynamic + adaptive) plus an EjentumTools factory.
ejentum/ejentum-mastra
Mastra integration for the Ejentum Reasoning Harness. createEjentumTools() returns 8 agent-callable tools (4 harnesses × dynamic + adaptive).
ejentum/ejentum-langgraph
LangGraph.js / LangChain.js integration for the Ejentum Reasoning Harness. createEjentumTools() returns 8 agent-callable tools (4 harnesses × dynamic + adaptive).