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Web search — web_search tool queries Brave Search API or any self-hosted SearXNG instance. Configured via cfg.brave.api_key or cfg.searchx.base_url. Provider can be overridden per call.
URL fetching — fetch_url tool fetches any URL and returns plain text. HTML is stripped automatically using a stdlib parser. No extra dependencies required.
Image understanding — read_image tool loads PNG, JPEG, GIF, or WebP files and passes them to the LLM as native image content blocks (Anthropic and OpenAI). Gracefully degrades on providers without vision support.
Jupyter notebook tools — notebook_read, notebook_edit, and notebook_run let the agent inspect, modify, and execute notebooks in place. Requires nbformat; execution delegates to jupyter nbconvert.
Session todo list — todo_write and todo_read tools give the agent a persistent task list scoped to the current session, backed by the existing SQLite store.
Effort levels — --effort low|medium|high|xhigh|max controls max_tokens and temperature per run. Changeable mid-session with /effort.
Anthropic extended thinking — activated at xhigh or max effort when extended_thinking = true in config. Thinking blocks are surfaced in the terminal and in stream-json output.
Bare mode — --bare flag skips DEVAGENT.md injection, CodePrism overlay, and the permission gate. Intended for scripted or CI use.
stream-json output — --output-format stream-json emits one JSON line per agent event to stdout, making it easy to pipe agent output into CI tooling or other processes.
/effort and /think REPL commands — change effort level and toggle extended thinking live without restarting the session.
/undo and /diff REPL commands — /undo rolls back the last file write; /diff shows a unified diff of all files changed this session.
Shell escape in REPL — prefix any line with ! to run a shell command inline without leaving the agent session.
Inline diff rendering — file edits and writes emit a unified diff; the terminal renders it with colour-coded +/- lines immediately after each tool call.
Sub-agent spawning — spawn_agent tool lets the agent delegate subtasks recursively to independent sub-agents.
Peer result sharing — read_peer_results lets orchestrated workers inspect outputs from completed sibling tasks before starting their own work.
Dependency context injection — workers that depend on other tasks automatically receive a summary of those tasks' outputs in their system prompt.
DEVAGENT.md — devagent init-project scaffolds a project instruction file and .devagent/ directory. The agent reads and injects it into every session's system prompt.
Project memory — named facts can be persisted across sessions in .devagent/memory.json and are injected as context on each run.
--allow-tools — shorthand flag to auto-allow specific tool names without writing full allow rules.
Changed
SearchXConfig gains a base_url field (default http://localhost:8888) so self-hosted SearXNG instances can be pointed at from TOML config.
build_registry now wires the active LLM provider and session ID through to vision and todo tools respectively.
Fixed
Session ID and provider were not passed from DevAgentSession into build_registry, so vision tool image encoding and session-scoped todo storage were silently skipped. Now correctly wired.