Agentic coding terminal for the shell (runPixel gateway / OpenAI-compatible / offline backends)
Project description
robodog-terminal
An agentic coding terminal: a prompted tool-use loop that reads/edits files, runs commands, runs tests, and self-corrects — over pluggable LLM backends. Designed to run leading models on self-hosted gateways (air-gapped, where the usual agentic assistants can't reach), and works equally with OpenAI-compatible models or a fully offline mock.
Install
pip install -U robodog-terminal # or, from a checkout: pip install -e apps/cli/robodog
Run
The command is dashed (robodog-terminal or the short alias robodogt);
the Python package is robodog_terminal with an underscore
(python -m robodog_terminal also works).
robodog-terminal --backend openrouter --model anthropic/claude-sonnet-4.6 # live via OpenRouter (provider/model ids)
robodog-terminal --backend openai --model gpt-4o # live via OpenAI directly (bare ids)
robodog-terminal --backend gateway # enterprise box (the gateway / leading models)
robodog-terminal --echo # offline demo, no keys
robodog-terminal --backend openai -p "fix x.py and run the tests" # headless (-p)
python -m robodog_terminal.run_tests # test suites (from a checkout)
Configure (first run)
Get a key at openrouter.ai/keys, then either drop it in a config file:
mkdir -p ~/.robodog
echo "ROBODOG_LLM_KEY=<your OpenRouter key>" >> ~/.robodog/config.env
robodog-terminal # then /doctor to verify what was found
…or keep it in an encrypted KeePass vault instead — no plaintext key on disk:
pip install "robodog-terminal[keepass]"
robodog-terminal
# then, at the prompt:
# /keepass init <your OpenRouter key> creates vault + keyfile + loader
# /keepass status; /doctor to verify
command not found right after install? Your pip scripts dir isn't on
PATH — the exes live in ..\Scripts relative to the Location: shown by
pip show -f robodog-terminal (e.g. ...\AppData\Roaming\Python\Python312\Scripts
for a Windows user-level install). Use python -m robodog_terminal as a
zero-setup fallback, and see the
troubleshooting guide
for PATH repair (do not use setx — it truncates long PATHs to 1024
chars), locked-exe upgrade failures, and more.
Other providers (ROBODOG_LLM_URL) and the enterprise gateway (GATEWAY_*)
are covered in the repo README.
Config file (.robodog/settings.json)
Scaffold one with /config init (writes to <cwd>/.robodog/settings.json; add
--global for ~/.robodog/settings.json, --force to overwrite). /config
with no argument shows the effective config and which files were actually
loaded.
Where robodog looks, and which one wins
Four locations are merged, in this exact order:
1. <cwd>/.robodog/settings.json (highest priority)
2. <cwd>/.claude/settings.json
3. ~/.robodog/settings.json
4. ~/.claude/settings.json (lowest priority)
.claude/settings.json is read too so an existing Claude Code project's
settings work unchanged. Missing files are just skipped — you only need the
one(s) you actually want.
How "winning" works depends on the field type:
permissions.allow/permissions.deny— concatenated, not overridden. Every rule from every file that exists applies; there's no way for a user-level file to "cancel" a project-level rule (deny always wins over allow regardless of which file either came from — see below).hooks.*— also concatenated; project hooks run before user hooks.defaults.*— scalar, first file wins. If both<cwd>/.robodog/settings.jsonand~/.robodog/settings.jsonset"guard", the project one is used and the user one is silently ignored for that key (not merged, not an error).
Every line, what it does
{
"defaults": {
"permissionMode": "yolo", // "yolo" | "plan" — startup permission mode.
// A CLI --permission-mode flag always overrides
// this. Anything other than exactly "plan" is
// silently treated as "yolo" — a typo here is
// harmless (falls back to the default), not an error.
"guard": "warn", // "warn" | "confirm" — destructive-command handling.
// A CLI --guard flag always overrides this.
// ⚠ NOT VALIDATED: any value other than the exact
// string "confirm" behaves like "warn" (no
// confirmation is EVER asked). A typo like
// "confirmm" silently disables the safety prompt
// instead of erroring — this is the one field in
// this file where a mistake fails UNSAFE, not safe.
"netWrites": "confirm", // "confirm" | "deny" | "allow" — outward-facing
// network writes (POST/PUT/DELETE to a remote API,
// e.g. closing a Jira ticket, `git push`).
// A CLI --net-writes flag or $ROBODOG_NET_WRITES
// always overrides this. Unlike "guard" above,
// an unrecognized value here fails SAFE — anything
// that isn't exactly "allow" or "deny" is treated
// as "confirm" (asks before proceeding).
"verifyEdits": true // Scaffolded by `/config init` but NOT YET READ —
// only the --no-verify-edits CLI flag controls
// post-edit syntax verification today. Known gap;
// this key is currently a no-op placeholder.
},
"permissions": {
"allow": ["bash(git *)", "read_file(*)"], // "tool" or "tool(glob)".
"deny": ["bash(rm -rf *)", "write_file(*.env)"]
// The glob is fnmatch-style, matched against the
// call's primary argument (command for bash/
// run_script, path for file tools, prompt for the
// agent tool). A `command` value is split on
// top-level && / || / ; / | FIRST (quote-aware) —
// deny fires if ANY segment matches; allow only
// fires if EVERY segment matches an allow rule.
// So `allow: ["bash(git *)"]` does NOT bless
// `git status && rm -rf ~` as a whole.
},
"hooks": {
"PreToolUse": [{"matcher": "bash|run_script", // regex, fullmatched
// against the tool name.
// Empty/absent = every tool.
"command": "python lint_gate.py", // runs via the shell, cwd
// = the project root. Gets
// a JSON payload on stdin:
// {event, tool_name,
// tool_input, cwd}.
"timeout": 30}], // seconds; default 30 if
// omitted.
"PostToolUse": [{"matcher": "write_file|edit_file",
"command": "npx prettier --write ."}], // same payload +
// tool_result.
"Stop": [{"command": "notify-send 'robodog turn done'"}]
// no matcher (Stop fires once per finished turn, not per tool)
}
}
What happens when something's wrong — the exact order things fail in
Nothing here ever crashes startup or the agent loop. Failures degrade in this order, from "whole file ignored" down to "one call proceeds instead of being gated":
- A settings.json file has invalid JSON → that ONE file is skipped entirely (logged as a warning), the other three still load normally.
- A permission rule string doesn't parse (doesn't match
toolortool(glob)) → that individual rule is silently dropped; the rest of the list still applies. - A hook's
matcheris an invalid regex → that hook is skipped for matching purposes (logged), other hooks still run. - A hook command fails to spawn, or times out (default 30s, or the
hook's own
"timeout") → treated as non-fatal and logged; a brokenPreToolUsehook does not block the call — it just doesn't run. - A
PreToolUsehook exits non-zero but not exactly2→ logged as a warning and the call proceeds. Only exit code 2 blocks (its stderr becomes the block reason shown to the model). - A
defaults.*value is malformed (typo, wrong type) → see the per-field notes above;permissionModeandnetWritesfail toward the safe default,guardis the one exception that fails toward less safety (an unrecognized value behaves like"warn").
Features
Agentic loop — tools (read/write/edit/multi_edit/bash/run_script/run_tests/ glob/grep/list_dir) with read-before-edit, byte-faithful writes + verify-after- write, fuzzy edits, and syntax checks.
Built for flaky gateways — truncation-aware parsing (a cut-off tool call is
recovered), a capped reflection loop that re-teaches the format on a malformed
call, self-healing error hints (Windows paths, hyphenated skill dirs, json.loads
on a dict, a credit-limited 402 auto-retried smaller), jittered Retry-After
backoff, multi-format parsing (<tool>/<invoke>, <think> stripping, JSON tool
calls).
Windows-smart — auto-translates &&/||, | head/tail/wc/grep,
curl→curl.exe, dir /b, 2>/dev/null; UTF-8 end-to-end (no mojibake).
Safe by default — one central guard on every code-executing tool; outward
network writes (Jira POST, git push, gh pr create) confirm and block
fail-safe when unattended. /net-writes allow|deny|confirm, or press a to
always-allow.
Context & concurrency — keep-goal/summarize-middle compaction, on-disk
freshness checks, parallel subagents (live progress + model-concurrency cap)
plus background subagents (/bg /tasks /tail /kill), a bounded never-overwhelming
trace (/verbose for the full feed).
Ergonomics — @file/@folder mentions with tab-completion · atomic
/rewind (files + transcript) · JSONL sessions (/resume, --continue) · plan
mode · encrypted KeePass vault (/keepass) · skills & custom commands with
keyword triggers (.robodog/, .claude/) · CLAUDE.md/ROBODOG.md hierarchy ·
rich + prompt_toolkit TUI (emoji/color status line, clickable file:line) ·
/stats (tokens + est. cost), /copy, /save · headless -p (text/json) ·
/doctor.
Benchmarked at capability parity with a leading agentic coding assistant across 20 agentic
scenarios. See docs/TERMINAL_MODE_PLAN.md for the full design and ROADMAP.md
for what's shipped/next.
How robodog compares
Criteria most relevant to picking an agentic coding tool. The 8 open-source columns
come from a source-level read of each project (see ROADMAP.md for citations).
Claude Code is closed-source — its column reflects documented/observed behavior
from actual usage, not code I could read, so treat it as less rigorously verified
than the other 9. ✅ full support · 🟡 partial · ❌ not found/not present.
| Criteria (why it matters) | Cline | Roo Code | Aider | goose | OpenHands | Continue | Gemini CLI | Qwen Code | Claude Code | robodog |
|---|---|---|---|---|---|---|---|---|---|---|
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 | Apache-2.0 | MIT | Apache-2.0 | Apache-2.0 | Apache-2.0 | proprietary | MIT |
| Primary interface | VS Code ext | VS Code ext | CLI | CLI (Rust) | CLI/SDK/web | VS Code ext + CLI | CLI | CLI | CLI + IDE + desktop + web | CLI |
Windows command translation — rewrites Unix-isms (grep, dir, 2>nul, pipe filters) instead of just hoping the model writes native syntax |
❌ | ❌ | ❌ | ❌ (prompts native syntax) | ❌ (native Windows backend instead) | ❌ | ❌ | ❌ | 🟡 some translation/hints observed, narrower than robodog's ~20+ patterns | ✅ most extensive found |
| Persistent shell session — avoids a fresh process spawn (~0.75-1s) per command | 🟡 VS Code terminal reuse only | 🟡 VS Code terminal reuse only | ❌ | ❌ | ✅ tmux (Linux) + native PowerShell reader (Windows) | ❌ | ❌ | ❌ (has ConPTY option) | ✅ documented persistent session | ✅ |
Compound-command permission splitting — an allow/deny rule matches per &&/;/| segment, not the whole line |
❌ | ✅ (matching only, not exec) | ❌ | ❌ | ❌ | ❌ | ✅ real AST parsing | ✅ | 🟡 has prefix-based permission matching; exact mechanism unverifiable | ✅ |
| Risk-tiered danger classification — not everything destructive needs the same confirm | ❌ | ❌ (allow/deny only) | ❌ | ✅✅ regex + optional ML | 🟡 LLM classifier | ❌ | ❌ | ❌ | 🟡 ask/allow/deny prompting, not a verified explicit tier system | ✅ deterministic 3-tier |
Windows process-tree kill (taskkill /T /F, not just the parent) |
✅ | 🟡 | ❌ | 🟡 | 🟡 | ❌ | ✅ | ✅ | 🟡 unverifiable (closed-source) | ✅ |
| Long-running command UX — hard-kill vs. a non-killing "still alive" signal | hard timeout / detach | dual timeout | ❌ no timeout at all | timeout + cancel | ✅✅ soft-timeout, model can poll/interrupt | idle-reset timeout | idle-reset timeout | timeout + bg-promote | ✅ timeout + backgrounding (Ctrl+B) | 🟡 idle-note (non-killing) |
| MCP client support | ✅ | ✅ | ❌ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ not yet |
| Sandbox/container isolation | ❌ | ❌ | ❌ | ❌ | ✅✅ Docker | ❌ | ✅ Docker/podman/seatbelt | ✅ (same as Gemini) | 🟡 permission modes; OS-level sandboxing unverifiable | ❌ not yet |
| Embeddable as a library (no-UI core, usable outside the CLI) | ❌ | ❌ | 🟡 | ❌ (Rust binary) | ✅ SDK-first | 🟡 headless cn |
❌ | ❌ | ✅ Claude Agent SDK (separate product, not the CLI itself) | ✅✅ build_core() |
| Config file (permission rules + hooks) | ✅ | ✅ | 🟡 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ settings.json (robodog's own hooks.py deliberately mirrors this) |
✅ .robodog/settings.json |
| Customizable color themes | IDE theme | IDE theme | ❌ | ❌ | N/A | IDE theme | ✅ | ✅ (inherited) | 🟡 light/dark, not arbitrary custom palettes | ✅✅ 4 incl. pip-boy |
What robodog covers that most others don't: Unix→Windows command rewriting
(the rest either prompt the model to use native syntax or, like Claude Code, do
narrower translation) — the only one in the table with a Python-native,
explicitly-embeddable core (build_core()) built for that from day one, not
retrofitted — and 4 switchable themes vs. everyone else's IDE-inherited or
none.
robodog's real gaps — the two rows below are the honest answer to "what's
missing": every other tool in this table (including Claude Code) has MCP;
robodog doesn't yet (ROADMAP.md Phase 5.1, the single biggest ecosystem
unlock available). Sandbox/container isolation is the second gap — OpenHands
(Docker) and Gemini CLI/Qwen Code (Docker/podman/seatbelt) have real
process-level isolation; robodog has permission gating but no execution
sandbox yet (ROADMAP.md Phase 6). Its long-running-command UX (idle-note) is
also a notch behind OpenHands' true soft-timeout-with-polling — informational
only, doesn't let the model interactively poll or send input mid-command.
On Claude Code specifically: it's the most feature-complete tool in this
table overall (widest interface surface, MCP, an Agent SDK, a real settings
file) — but "covers everything robodog does" isn't quite accurate: robodog's
Windows command-rewriting is more extensive than what's been observed from
Claude Code, and Claude Code doesn't ship an embeddable no-UI core the way
build_core() is — the Agent SDK is a related but separate product, not the
CLI's own internals made importable. Being closed-source also means several
rows above are inherently unverifiable rather than confirmed, which is a real
asymmetry against the 8 tools whose source I could actually read.
Embedding (using robodog as a library, not the CLI)
robodog_terminal.core.build_core() assembles the agentic core — ToolRegistry
AgentLoop, with hooks/skills/background/session wiring — with no dependency on the terminal UI or argparse. This is the same function the CLI entrypoint (app.py::main()) calls; it just also wires aUIand a REPL loop on top. An embedder (a web backend, a chat bot, a test harness) can call it directly:
from robodog_terminal.core import build_core
from robodog_terminal.llm_client import EchoClient # or GatewayClient/OpenAICompatClient
core = build_core(cwd=".", client=EchoClient())
result = core.loop.run("list the files here and summarize the project")
print(result.final_text)
Every UI touchpoint is an optional callback with a safe no-UI default (ask_fn
auto-picks the first option; on_diff/on_bash_line/on_confirm/on_event
no-op if you don't supply them — though a destructive command under
guard="confirm" still fails closed, not open, with no on_confirm
wired). Pass your own to hook into a different frontend:
core = build_core(
cwd=".", client=my_client,
guard="confirm", on_confirm=lambda cmd, reason: my_approval_ui(cmd, reason),
on_bash_line=lambda line: my_ui.stream(line),
on_event=lambda kind, data: my_ui.render(kind, data),
)
See core.py's build_core() docstring for the full parameter list. Three
extension points discovered from <cwd>/.robodog/ (mirrored from .claude/
for existing Claude Code projects) come along for free in the returned
Core.registry/Core.skills:
.robodog/settings.json(hooks.py) — permission allow/deny rules andPreToolUse/PostToolUse/Stophooks, plus adefaultsblock (permissionMode/guard/netWrites) that seedsbuild_core()'s own defaults. Scaffold one with/config initin the CLI, or write it directly..robodog/commands/*.md,.robodog/agents/*.md,.robodog/skills/<name>/SKILL.md(skills.py) — custom slash commands, custom subagent types, and keyword-triggered context injection.agents.py'sAGENT_TYPES— the built-in subagent roster (explore,general);SkillsRegistry.agent_type_overrides()merges file-defined ones in, andbuild_core()does this merge automatically.
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