hypothesis-machine/docs/pi-capabilities.md

Verified Pi capabilities (0.83.0)

Verified on 2026-07-31 against the published TypeScript declarations for @earendil-works/pi-coding-agent@0.83.0, compatibility-tested against Pi 0.78.0, the current Pi documentation, and the official earendil-works/pi repository.

Reused from Pi

Hypothesis Machine is an extension package. Pi remains responsible for the TUI, normal chat, model selection, credentials, streaming, parallel tool calls, history, compaction, branch summaries, steering/follow-up queues, slash-command dispatch, lifecycle events, tool rendering, and model/provider execution.

Each child is created by the official SDK createAgentSession(). It receives:

• a persistent SessionManager in the research run's sessions/ directory;
• the pinned deepseek/deepseek-v4-flash model (not the parent's selected LLM) and the parent's thinking level;
• one official model/auth service: ModelRuntime on Pi 0.83+, or the parent context's ModelRegistry on Pi 0.78. Pi resolves the direct DeepSeek API key;
• a DefaultResourceLoader that keeps project context but disables extension rediscovery for the child (the recursive tools are injected explicitly);
• only its allowed read-only built-ins and Hypothesis Machine custom tools.

AgentSession.prompt(), steer(), followUp(), abort(), subscribe(), and dispose() provide the actual loop and lifecycle. Hypothesis Machine does not implement an LLM/tool loop.

The Supervisor extension uses registerTool, registerCommand, custom tool rendering, session_start, session_shutdown, appendEntry, sendUserMessage, notifications, and status widgets. The hypothesis-machine-run custom entry ties the root Pi session to a run manifest without copying its conversation.

Implemented here

Pi does not provide a recursive research registry, domain memory, research stop policy, web-source gateway, or Docker experiment protocol. This package adds:

• AgentTree and AgentFactory, including generated/validated Markdown specs;
• coded recursion limits, duplicate-task checks, independent replication flags, branch cancellation, result collection, and restart recovery;
• Markdown subject memory plus a rebuildable SQLite FTS5 index;
• SearXNG → Firecrawl → optional Browser Use adapter routing;
• URL canonicalization, SSRF checks, source hashing/cache/provenance;
• an explicit bounded iteration state machine;
• frozen test plans and networkless, resource-limited Docker experiments.

Assumptions corrected after verification

1. AgentSessionRuntime owns replacement of the active interactive session (newSession, switch, fork, import). It is not required for independent child sessions; those use createAgentSession directly.
2. In Pi 0.83, ExtensionContext exposes model, thinkingLevel, and a compatibility ModelRegistry, but not the parent ModelRuntime instance. The extension creates one canonical ModelRuntime and shares it across children. In Pi 0.78, createAgentSession instead accepts the full ModelRegistry, so the exact registry exposed by the parent context is reused. No key is read or copied by Hypothesis Machine in either path.
3. The official subagent/ example currently launches pi --mode json child processes. It is a reference, not a dependency; this project instead uses persistent in-process AgentSessions so steering, follow-up, recursive tools, and session restoration remain direct SDK operations.
4. Extension factories can run without a session. Background resources must be created during session_start and cleaned up during session_shutdown.
5. Custom tool calls are parallel by default. Only run_experiment is forced to sequential execution because it mutates an experiment directory.
6. Plain custom session entries do not enter model context. They are suitable for the run pointer; findings belong in separate Markdown memory.
7. Current open-source Browser Use agent/MCP operation requires separate model credentials. Passing Pi credentials to a Python worker would violate the design, so the MVP exposes a documented local adapter boundary and uses Firecrawl as the no-extra-model dynamic-page path.
8. Pi 0.78 predates agent_settled; autonomous continuation additionally listens to agent_end, guarded by iteration identity and ctx.isIdle() so 0.83 does not schedule duplicate continuation turns.

Primary references: SDK, Extensions, session format, and the official subagent example.