AGER: Orchestrator / Doer / Judge / Synthesizer loops as OKF graphs. WriteEvent is the write journal, not an AGER noun. Fail-closed 1/4-window ContextPack.
Plugin okf-agent-graph from marketplace spillwave-second-brain in SpillwaveSolutions/second-brain-marketplace. Commands read from the repo's manifest — 2 days ago.
cursor-okf-agent-graphBind a Cursor agent (including Grok Bot cloud sessions) to the okf-agent-graph ContentPack.
okf-agent-graph-deep-agentsBind okf-agent-graph for LangChain Deep Agents / Deep Agents Code.
grok-bot-okf-agent-graphBind a Grok Bot agent to OKF Agent Graph (AGER). Isolation, identity, deterministic writes.
ager-authorAuthor or update AGER concepts — OrchestratorAgent, WorkerAgent, JudgeAgent, LoopPolicy/LoopControl, Tool+ToolRule, ScratchPad, Run/Trigger, FailurePolicy, KnowledgeBind. Use when editing multi-agent graphs, budgets, tool rules, or ops policies. Requires okf-plugin for link validation.
ager-compileMap an AGER AgentGraph to a target framework (LangGraph, CrewAI, OpenAI Agents, Anthropic lead/subagents) and emit adapter notes or stub skeletons. Not a full codegen runtime.
ager-init-graphScaffold an OKF Agent Graph (AGER) bundle with orchestrator/workers/judge layout, LoopPolicy, ScratchPad, FailurePolicy, and sample Tool. Use when starting multi-agent graphs, AGER configs, or loop-engineering scaffolds. Requires okf-plugin (okf-graph-eng).
ager-packBuild a progressive-disclosure ContextPack from an AGER bundle. Default 1/4 window token budget, fail-closed. Bodies off unless that node is the pack root.
ager-reverse-engineerEnd-to-end reverse engineer of agent codebases (Claude/ChatGPT APIs, LangChain/LangGraph, CrewAI, LlamaIndex, Claude Agent SDK, Deep Agents, MCP, AgentCore, microVMs) into a draft AGER OKF knowledge graph. Primary reverse entry skill for okf-agent-graph (AGKC).
ager-scanScan a codebase for agent frameworks (LangGraph, CrewAI, LlamaIndex, Claude/OpenAI APIs, MCP, Deep Agents, hyperscalers, microVMs) and for Claude/Grok/Codex/universal plugin agents and skills. Extracts prompts, tools, schemas, orchestration, loops, harness signals, and plugin frontmatter. Use when r
ager-sessionOpen or close an isolated second-brain write session (worktree + PR). Use before writing knowledge when multiple agents share one knowledge remote.
ager-validateValidate AGER bundle structure and field rules, then delegate link/graph validation to okf-plugin (okf-graph-eng). Use before merge or after authoring multi-agent graphs.
/okf-agent-graph:ager-authorAuthor AGER concepts (agents, loops, tools, ops).
/okf-agent-graph:ager-compileMap AGER graph to a framework adapter notes/stubs.
/okf-agent-graph:ager-initScaffold an AGER multi-agent OKF bundle.
/okf-agent-graph:ager-packRun the ager-pack skill
/okf-agent-graph:ager-reverse-engineerReverse engineer an agent codebase into a draft AGER knowledge graph (AGKC).
/okf-agent-graph:ager-scanScan a codebase for agent frameworks, prompts, tools, MCP, loops, and harness signals.
/okf-agent-graph:ager-sessionOpen or close an isolated second-brain write session (worktree + PR).
/okf-agent-graph:ager-validateValidate AGER structure + okf-plugin graph checks.
agent-graph-engineerSpecialist for multi-agent loop engineering using AGER (okf-agent-graph) plus OKF impact/validate from okf-graph-eng.
agent-graph-re-orchestratorReverse-engineering orchestrator for agent codebases — scans frameworks, extracts prompts/tools/MCP/graphs/loops/harnesses, and materializes draft AGER knowledge (AGKC).
Data Engineering Knowledge Capture. The data-plane second brain (29 nouns). Data jobs are IngestionJob, not AGER Workflow. Fail-closed 1/4-window ContextPack token budget.
24 skills · 21 commands · 25 agents · hooks
System Architecture Capture. The what-is-running second brain (139 architecture/runtime nouns). Fail-closed 1/4-window ContextPack token budget.
21 skills · 18 commands · 20 agents · hooks
Project Knowledge Capture. The why second brain: meetings, decisions, TicketLink / WikiTicket work types. Fail-closed 1/4-window ContextPack token budget.
28 skills · 25 commands · 2 agents · hooks
OKF Time Series (OTS). Chronological spine for agent memory: Session → Hour → Day → Week → Month → Year. Snapshot-first telemetry; install is not capture.
12 skills · 10 commands
OKF graph engine. Owns Catalog and ContextPack only. Domain nouns live in PKC / SAC / DEKC / AGER. Fail-closed PostToolUse validate.
10 skills · 7 commands · 1 agent · hooks
Research Knowledge Capture (RKC). Layer 0 research second brain: areas, subjects, ResearchQuestion, Claim, Evidence, Finding. Query-time research-retriever returns a summary card only. Fail-closed ContextPack.
9 skills · 7 commands · 2 agents · hooks
Talk like caveman. Cut filler. Keep technical details explicit.
22 skills · 1 command · 3 agents · hooks
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
tasteskill 2.5.1: professional company websites at the figma.com and x.ai level, with one section per screen, real photographs, real product UI, effects kept for tech and gaming pages, and a real-browser checker and finish gate.
1 skill
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
Cross-session memory and token savings for coding agents.
6 skills · 1 agent · 1 MCP server · hooks
Package any website or local web build into a lightweight desktop app with Pake CLI.
1 skill
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