packages / 0xkobold-pi-learn
extension Context & memory

@0xkobold/pi-learn

Open-source memory infrastructure for pi agents - inspired by Honcho. Provides peer representations, reasoning, and context assembly for stateful AI agents.

No reviews yet

Install

$ pi install npm:@0xkobold/pi-learn

Installs from npm into ~/.pi/agent/. Add -l for project-local (.pi/). Manage with pi list / pi update / pi remove.

What this package can reach

Detected automatically from the source at version 0.4.0. This describes access, not safety — you decide whether it's appropriate for what the package claims to do.

  • 🤖
    Behavior — Changes how the agent thinks Modifies the system prompt, injects messages, or rewrites conversation context.
  • 📡
    Extension bus — Talks to other extensions Uses pi.events to emit or listen on a shared channel, so it can coordinate with — or be driven by — other installed extensions.
  • 🔑
    Credentials — Handles your API keys Reads or passes provider credentials. Highest-trust capability there is.
  • 📁
    Files — Reads files outside your project Touches paths beyond the working directory, such as your home folder.
  • Intercepts tools — Can block or rewrite tool calls Subscribes to tool_call/tool_result/input. Can change a command after you approved the one displayed.
  • 🌐
    Network — Talks to the internet Makes outbound network requests. Check the destinations are ones you expect.
  • 🔧
    New tools — Adds model-callable tools Gives the agent new abilities. Additive and visible, unlike an override.
  • UI — Draws its own interface Renders widgets, footers, dialogs or full-screen views.

What it actually did when run

observed

Loaded in a sandbox with no network, a read-only filesystem and a recording stand-in for pi's API. This is what it called — not what the source suggests it might.

Tools registered learn_add_messagelearn_add_messages_batchlearn_add_observationlearn_get_contextlearn_get_global_contextlearn_get_project_contextlearn_querylearn_reason_nowlearn_trigger_dreamlearn_prunelearn_get_peer_cardlearn_update_peer_cardlearn_list_peerslearn_get_statslearn_get_insightslearn_get_summarieslearn_search_sessionslearn_get_sessionlearn_list_sessionslearn_tag_sessionlearn_get_sessions_by_taglearn_list_tagslearn_get_dream_statuslearn_exportlearn_importlearn_observe_peerlearn_get_perspectivelearn_test_hybridlearn_count_by_scope

Events subscribed before_agent_startsession_shutdownsession_starttool_result

APIs called registerCommandregisterToolui.notifyui.notify.bind

1 call the source scan did not predict

ui.notify.bind

Reached through a value the scan could not follow — passed as an argument, stored on another object, or returned by a helper.

Run against version 0.4.0 on 2026-08-02. Registration-time behaviour under default settings; other configurations may differ.

Review before you install. pi packages run with your full system permissions. Check the source, pin versions, and prefer authors you trust.

Reviews

0 published

Sign in with GitHub to write a review, reply, or vote.

No reviews yet — be the first.

More in Context & memory

  • context-mode — MCP plugin that saves 98% of your context window. Works with Claude Code, Gemini CLI, VS C…
  • pi-hermes-memory — Persistent memory, session search and secret scanning for pi. Token-aware and policy-drive…
  • @hypabolic/pi-hypa — Keeps noisy tool output out of your context window — automatically rewrites and compacts v…
  • @remnic/plugin-pi — Remnic memory extension for pi — shared memory that follows you across AI coding agents.