"""The agent tools: when they are offered, and what stops them running. Everything here goes through a real SSH server on 127.0.0.1, so the gate and the approval loop are exercised against something that genuinely executes rather than a stub that always agrees. """ from __future__ import annotations import asyncio import json as _json import time import pytest from lembas.db.models import ( KIND_AGENT, ROLE_ASSISTANT, Chat, Connection, Message, Model, SshProfile, User, ) from lembas.services import generation as generation_service from lembas.services import interaction, settings_store from lembas.services import tools as tools_service from lembas.services.agent import policy, session from lembas.services.agent import ssh as ssh_service asyncssh = pytest.importorskip("asyncssh") # --- A machine to act on -------------------------------------------------------- class _Server(asyncssh.SSHServer): def begin_auth(self, username: str) -> bool: return False async def _handler(process): command = process.command or "" process.stdout.write(f"ran: {command}\n") process.exit(0) @pytest.fixture async def machine(tmp_path): """A real sshd, and a profile pointing at it with its key already pinned.""" project = tmp_path / "project" project.mkdir() server = await asyncssh.create_server( _Server, "127.0.0.1", 0, server_host_keys=[asyncssh.generate_private_key("ssh-ed25519")], process_factory=_handler, sftp_factory=True, ) port = next(iter(server.sockets)).getsockname()[1] line, fingerprint = await ssh_service.capture_host_key("127.0.0.1", port) try: yield {"port": port, "host_key": line, "fingerprint": fingerprint, "dir": str(project)} finally: server.close() await server.wait_closed() def _setup(db, user_id, machine, *, mode=policy.MODE_MANUAL, enabled=True, kind=KIND_AGENT): """An agent chat pointed at the machine, with the feature switched on.""" settings_store.update(db, {"enabled": enabled}, key=settings_store.AGENTS) profile = SshProfile( owner_id=user_id, name="Test box", host="127.0.0.1", port=machine["port"], username="tester", host_key=machine["host_key"], host_fingerprint=machine["fingerprint"], default_dir=machine["dir"], ) db.add(profile) db.commit() connection = Connection(name="c", base_url="http://127.0.0.1:1", api_key_encrypted="") db.add(connection) db.commit() db.add( Model( connection_id=connection.id, model_id="m", capabilities_json={"tools": True}, ) ) db.commit() chat = Chat( user_id=user_id, model_id="m", connection_id=connection.id, kind=kind, ssh_profile_id=profile.id, project_dir=machine["dir"], agent_mode=mode, ) db.add(chat) db.commit() return chat, profile def _offered(db, chat, user) -> set[str]: return set(tools_service.resolve_tools(db, chat, user).by_name) # --- The gate -------------------------------------------------------------------- async def test_the_agent_tools_are_offered_to_an_agent_chat(db, user_id, machine): chat, _profile = _setup(db, user_id, machine) names = _offered(db, chat, db.get(User, user_id)) assert {"shell_run", "file_read", "file_write", "file_list"} <= names async def test_an_ordinary_chat_gets_none_of_them(db, user_id, machine): """A plain conversation can never shell out, whatever it is asked.""" chat, _profile = _setup(db, user_id, machine, kind="chat") assert "shell_run" not in _offered(db, chat, db.get(User, user_id)) async def test_nothing_is_offered_while_the_feature_is_off(db, user_id, machine): chat, _profile = _setup(db, user_id, machine, enabled=False) assert "shell_run" not in _offered(db, chat, db.get(User, user_id)) async def test_nothing_is_offered_without_the_permission(db, user_id, machine): chat, _profile = _setup(db, user_id, machine) user = db.get(User, user_id) user.role = "user" # administrators pass everything settings_store.update(db, {"default_permissions": {"tools.agent": False}}) db.commit() assert "shell_run" not in _offered(db, chat, user) async def test_nothing_is_offered_without_the_model_capability(db, user_id, machine): chat, _profile = _setup(db, user_id, machine) model = db.scalar(tools_service.select(Model)) model.capabilities_json = {"tools": True, "tool_agent": False} db.commit() assert "shell_run" not in _offered(db, chat, db.get(User, user_id)) async def test_a_disabled_connection_takes_the_tools_away(db, user_id, machine): """Offering a tool that fails on its first call is worse than not offering it, so every "no" collapses to an empty list.""" chat, profile = _setup(db, user_id, machine) profile.enabled = False db.commit() assert "shell_run" not in _offered(db, chat, db.get(User, user_id)) async def test_somebody_elses_connection_is_not_reachable(db, user_id, machine): from lembas.security.passwords import hash_password chat, profile = _setup(db, user_id, machine) intruder = User(name="Sam", email="s@shire.test", password_hash=hash_password("x")) intruder.role = "user" db.add(intruder) db.commit() assert session.resolve(db, chat, intruder) is None # --- Running something ----------------------------------------------------------- async def test_a_command_runs_on_the_machine(db, user_id, machine): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) context = tools_service.context_for(db, user, chat, tools=resolved) outcome = await tools_service.run_tool( context, "shell_run", '{"command": "echo hello"}' ) assert outcome.event["status"] == "ok" assert "echo hello" in outcome.content async def test_files_are_written_and_read_back(db, user_id, machine, tmp_path): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) context = tools_service.context_for(db, user, chat, tools=resolved) await tools_service.run_tool( context, "file_write", '{"path": "note.txt", "content": "a mallorn tree"}' ) assert (tmp_path / "project" / "note.txt").read_text() == "a mallorn tree" read = await tools_service.run_tool(context, "file_read", '{"path": "note.txt"}') assert "mallorn" in read.content listed = await tools_service.run_tool(context, "file_list", "{}") assert "note.txt" in listed.content # --- Changing part of a file ------------------------------------------------------- def _context(db, user_id, machine, **kwargs): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO, **kwargs) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) return tools_service.context_for(db, user, chat, tools=resolved) async def test_editing_a_file_that_was_not_read_is_refused(db, user_id, machine, tmp_path): """Both halves matter. The wording is what the model acts on; that nothing was written is the actual guarantee.""" (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\n") context = _context(db, user_id, machine) outcome = await tools_service.run_tool( context, "file_edit", _json.dumps({"path": "note.txt", "patch": "@@ -1,2 +1,2 @@\n alpha\n-beta\n+BETA\n"}), ) assert outcome.content.startswith("Read the file first!") assert outcome.event["status"] == "error" assert (tmp_path / "project" / "note.txt").read_text() == "alpha\nbeta\n" async def test_reading_then_editing_writes_the_new_text(db, user_id, machine, tmp_path): (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\ngamma\n") context = _context(db, user_id, machine) await tools_service.run_tool(context, "file_read", '{"path": "note.txt"}') outcome = await tools_service.run_tool( context, "file_edit", _json.dumps( {"path": "note.txt", "patch": "@@ -1,3 +1,3 @@\n alpha\n-beta\n+BETA\n gamma\n"} ), ) assert outcome.event["status"] == "ok" assert (tmp_path / "project" / "note.txt").read_text() == "alpha\nBETA\ngamma\n" async def test_a_relative_and_an_absolute_path_are_the_same_file(db, user_id, machine, tmp_path): """`./note.txt` read and `note.txt` edited has to count as having read it, or the check refuses the very thing it was meant to permit.""" target = tmp_path / "project" / "note.txt" target.write_text("alpha\nbeta\n") context = _context(db, user_id, machine) await tools_service.run_tool(context, "file_read", '{"path": "./note.txt"}') outcome = await tools_service.run_tool( context, "file_edit", _json.dumps({"path": str(target), "patch": "@@ -1,2 +1,2 @@\n alpha\n-beta\n+BETA\n"}), ) assert outcome.event["status"] == "ok", outcome.content async def test_a_failed_hunk_names_it_and_writes_nothing(db, user_id, machine, tmp_path): (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\n") context = _context(db, user_id, machine) await tools_service.run_tool(context, "file_read", '{"path": "note.txt"}') outcome = await tools_service.run_tool( context, "file_edit", _json.dumps({"path": "note.txt", "patch": "@@ -1,2 +1,2 @@\n nope\n-wrong\n+x\n"}), ) assert outcome.event["status"] == "error" assert "Hunk 1" in outcome.content assert (tmp_path / "project" / "note.txt").read_text() == "alpha\nbeta\n" async def test_a_write_counts_as_having_read_it(db, user_id, machine, tmp_path): """`_run_write` reads the old content for its diff anyway, so write-then-edit works in one reply without a second round trip.""" context = _context(db, user_id, machine) await tools_service.run_tool( context, "file_write", '{"path": "new.txt", "content": "one\\ntwo\\n"}' ) outcome = await tools_service.run_tool( context, "file_edit", _json.dumps({"path": "new.txt", "patch": "@@ -1,2 +1,2 @@\n one\n-two\n+TWO\n"}), ) assert outcome.event["status"] == "ok", outcome.content assert (tmp_path / "project" / "new.txt").read_text() == "one\nTWO\n" async def test_the_read_set_survives_an_approval(db, user_id, machine, tmp_path): """`as_approved` is `dataclasses.replace`, which copies field *references*, so the set is shared with the per-call copy a runner actually gets. That is wanted, and it is not obvious enough to leave unpinned.""" from dataclasses import replace (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\n") context = _context(db, user_id, machine) approved = replace(context, agent=context.agent.as_approved()) await tools_service.run_tool(approved, "file_read", '{"path": "note.txt"}') assert context.agent.read_paths, "the read done under approval is not visible" async def test_an_edit_that_changes_nothing_says_so(db, user_id, machine, tmp_path): (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\n") context = _context(db, user_id, machine) await tools_service.run_tool(context, "file_read", '{"path": "note.txt"}') outcome = await tools_service.run_tool( context, "file_edit", _json.dumps({"path": "note.txt", "patch": "@@ -1,2 +1,2 @@\n alpha\n-beta\n+beta\n"}), ) assert outcome.event["status"] == "ok" assert "changes nothing" in outcome.content # --- The diff on the event ------------------------------------------------------------ async def test_an_edit_carries_a_diff(db, user_id, machine, tmp_path): (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\ngamma\n") context = _context(db, user_id, machine) await tools_service.run_tool(context, "file_read", '{"path": "note.txt"}') outcome = await tools_service.run_tool( context, "file_edit", _json.dumps( {"path": "note.txt", "patch": "@@ -1,3 +1,3 @@\n alpha\n-beta\n+BETA\n gamma\n"} ), ) diff = outcome.event["diff"] assert "-beta" in diff assert "+BETA" in diff async def test_writing_a_new_file_shows_it_as_all_additions(db, user_id, machine): """Which is what git does, and the right display.""" context = _context(db, user_id, machine) outcome = await tools_service.run_tool( context, "file_write", '{"path": "fresh.txt", "content": "one\\ntwo\\n"}' ) body = [ line for line in outcome.event["diff"].split("\n") if line and not line.startswith(("@@", "+++", "---")) ] assert body and all(line.startswith("+") for line in body), body async def test_overwriting_a_file_shows_what_changed(db, user_id, machine, tmp_path): (tmp_path / "project" / "note.txt").write_text("alpha\nbeta\n") context = _context(db, user_id, machine) outcome = await tools_service.run_tool( context, "file_write", '{"path": "note.txt", "content": "alpha\\nBETA\\n"}' ) assert "-beta" in outcome.event["diff"] assert "+BETA" in outcome.event["diff"] async def test_a_file_too_big_to_read_is_written_without_a_diff(db, user_id, machine, tmp_path): """A truncated original would invent deletions of the tail, which is worse than showing no diff at all.""" from lembas.services import settings_store as store store.update(db, {"max_output_bytes": 1024}, key=store.AGENTS) (tmp_path / "project" / "big.txt").write_text("x" * 4000) context = _context(db, user_id, machine) outcome = await tools_service.run_tool( context, "file_write", '{"path": "big.txt", "content": "small"}' ) assert outcome.event["status"] == "ok" assert "diff" not in outcome.event async def test_writing_a_file_drops_the_project_listing(db, user_id, machine): """Otherwise the model is shown a five-minute-old tree that it knows is wrong, and concludes the file it has just created does not exist. The TTL is for drift nobody can see coming. This is not that: it is this process changing the tree it has just described. """ from lembas.services.agent import index as index_service chat, profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) context = tools_service.context_for(db, user, chat, tools=resolved) index_service._CACHE[(profile.id, machine["dir"])] = index_service.ProjectIndex( paths=("stale.txt",), total=1, source="git", built_at=time.monotonic() ) await tools_service.run_tool( context, "file_write", '{"path": "fresh.txt", "content": "hi"}' ) assert index_service.cached(profile.id, machine["dir"]) is None # --- The runner backstop ---------------------------------------------------------- async def test_a_runner_refuses_what_the_mode_forbids(db, user_id, machine): """`_authorise` is the real gate and runs first. This is the belt to that brace: a call arriving by some other path -- a retry, a re-run button -- must not walk past it.""" chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_PLAN) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) context = tools_service.context_for(db, user, chat, tools=resolved) outcome = await tools_service.run_tool(context, "shell_run", '{"command": "rm -rf /"}') assert outcome.event["status"] == "error" assert "not allowed" in outcome.content.lower() async def test_plan_mode_still_reads(db, user_id, machine, tmp_path): (tmp_path / "project" / "readme.txt").write_text("contents") chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_PLAN) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) context = tools_service.context_for(db, user, chat, tools=resolved) outcome = await tools_service.run_tool(context, "file_read", '{"path": "readme.txt"}') assert outcome.event["status"] == "ok" assert "contents" in outcome.content async def test_edit_mode_writes_but_will_not_run(db, user_id, machine): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_EDIT) user = db.get(User, user_id) resolved = tools_service.resolve_tools(db, chat, user) context = tools_service.context_for(db, user, chat, tools=resolved) wrote = await tools_service.run_tool( context, "file_write", '{"path": "x.txt", "content": "hi"}' ) assert wrote.event["status"] == "ok" ran = await tools_service.run_tool(context, "shell_run", '{"command": "ls"}') assert ran.event["status"] == "error" # --- The approval card in the loop ------------------------------------------------- def _chunk(name: str, arguments: str, *, call_id="c1", index=0): return { "choices": [ { "delta": { "tool_calls": [ { "index": index, "id": call_id, "function": {"name": name, "arguments": arguments}, } ] } } ] } def _text(text: str) -> dict: return {"choices": [{"delta": {"content": text}}]} def _stub_stream(rounds, seen): async def stream_chat(_endpoint, payload): seen.append(payload) for chunk in rounds[min(len(seen) - 1, len(rounds) - 1)]: yield chunk return stream_chat async def _until_paused(generation, *, timeout: float = 3.0): deadline = asyncio.get_running_loop().time() + timeout while asyncio.get_running_loop().time() < deadline: if generation.pending is not None: return generation.pending await asyncio.sleep(0.01) raise AssertionError("the reply never paused for approval") def _pending_reply(db, chat): db.add(Message(chat_id=chat.id, role="user", content="do it", complete=True)) db.commit() assistant = Message(chat_id=chat.id, role=ROLE_ASSISTANT, content="", complete=False) db.add(assistant) db.commit() return assistant.id async def test_a_command_waits_for_approval_and_the_card_shows_it( db, user_id, machine, monkeypatch ): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_MANUAL) message_id = _pending_reply(db, chat) monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [[_chunk("shell_run", '{"command": "rm -rf /tmp/x"}')], [_text("Done.")]], [] ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) task = asyncio.create_task(generation_service._run(generation)) pending = await _until_paused(generation) assert pending.kind == interaction.KIND_APPROVAL item = pending.items[0] # The exact command, verbatim. A card that paraphrased it would be # approving something other than what runs. assert item.detail == "rm -rf /tmp/x" assert "Test box" in item.title assert "Manual" in item.reason pending.resolve(interaction.DENY) await task async def test_denying_reaches_the_model_as_words_and_runs_nothing( db, user_id, machine, monkeypatch, tmp_path ): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_MANUAL) message_id = _pending_reply(db, chat) payloads: list[dict] = [] monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [ [_chunk("file_write", '{"path": "never.txt", "content": "nope"}')], [_text("Understood.")], ], payloads, ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) task = asyncio.create_task(generation_service._run(generation)) pending = await _until_paused(generation) pending.resolve(interaction.DENY) await task turns = [m for m in payloads[1]["messages"] if m.get("role") == "tool"] assert "declined" in turns[0]["content"].lower() # And it says not to look for another way round, because a model reads # "not allowed" as "not allowed like that" otherwise. assert "another way" in turns[0]["content"] assert not (tmp_path / "project" / "never.txt").exists() async def test_allowing_runs_it(db, user_id, machine, monkeypatch, tmp_path): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_MANUAL) message_id = _pending_reply(db, chat) payloads: list[dict] = [] monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [ [_chunk("file_write", '{"path": "yes.txt", "content": "written"}')], [_text("Done.")], ], payloads, ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) task = asyncio.create_task(generation_service._run(generation)) pending = await _until_paused(generation) pending.resolve(interaction.ALLOW) await task assert (tmp_path / "project" / "yes.txt").read_text() == "written" async def test_auto_mode_never_pauses(db, user_id, machine, monkeypatch, tmp_path): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [ [_chunk("file_write", '{"path": "auto.txt", "content": "no asking"}')], [_text("Done.")], ], [], ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await asyncio.wait_for(generation_service._run(generation), timeout=10) assert generation.pending is None assert (tmp_path / "project" / "auto.txt").read_text() == "no asking" async def test_the_credential_is_cleared_when_the_reply_ends(db, user_id, machine, monkeypatch): """A finished Generation lingers five minutes so late followers get the final frames. A private key should not linger with it.""" chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) captured = {} original = tools_service.context_for def capture(*args, **kwargs): context = original(*args, **kwargs) captured["context"] = context return context monkeypatch.setattr(tools_service, "context_for", capture) monkeypatch.setattr( generation_service, "stream_chat", _stub_stream([[_text("Nothing to do.")]], []) ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await generation_service._run(generation) assert captured["context"].agent is not None assert captured["context"].agent.spec == {}, "the decrypted credential is dropped" # --- The harness has to be able to name the machine --------------------------- def test_the_registry_maps_the_agent_tools_to_their_family(db): """`harness._families` maps an offered tool *name* back to a family to decide which fragments apply, and it has no chat to resolve against. Without the agent tools listed here, `shell_run` resolves to no family and an agent chat is told nothing about the machine it is working on -- the same omission that cost custom tools their guidance once already.""" book = tools_service.registry(db) for name in ("shell_run", "file_read", "file_write", "file_list"): assert name in book, name assert book[name].family == "agent" async def test_the_harness_says_where_and_under_what_rules(db, user_id, machine): from lembas.services import harness chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_MANUAL) user = db.get(User, user_id) offered = tools_service.resolve_tools(db, chat, user).schemas text = harness.compose(db, user, offered, chat) assert "Test box" in text, "which machine" assert machine["dir"] in text, "which directory" assert "Manual" in text, "what the mode permits" # The single most likely cause of "the agent seems stupid": `cd build` # followed by `make` fails silently otherwise. assert "fresh shell" in text async def test_an_ordinary_chat_is_told_none_of_it(db, user_id, machine): from lembas.services import harness chat, _profile = _setup(db, user_id, machine, kind="chat") user = db.get(User, user_id) offered = tools_service.resolve_tools(db, chat, user).schemas text = harness.compose(db, user, offered, chat) assert "Test box" not in text assert "fresh shell" not in text async def test_an_agent_chat_is_told_its_real_round_budget(db, user_id, machine): """MAX_ROUNDS is three. An agent chat gets forty, and telling it three would be a false fact about its own budget on every turn.""" from lembas.services import harness settings_store.update(db, {"max_steps": 25}, key=settings_store.AGENTS) chat, _profile = _setup(db, user_id, machine) user = db.get(User, user_id) values = harness.context_variables( db, user, tools_service.resolve_tools(db, chat, user).schemas, chat ) assert values["max_rounds"] == "25" async def test_an_agent_chat_gets_the_rounds_it_was_promised(db, user_id, machine, monkeypatch): """And is then allowed to use them, which is the half that was missing. The budget sizes the loop and names itself in the out-of-rounds message, and the harness above tells the model the same number. But the comparison that ends the loop read the global `MAX_ROUNDS` of three. So an agent chat allowed forty rounds stopped after three and reported that it had taken forty: two wrong answers to "why did it stop", with no way to tell them apart from the outside. """ settings_store.update(db, {"max_steps": 5}, key=settings_store.AGENTS) chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) assistant = Message(chat_id=chat.id, role=ROLE_ASSISTANT, content="", complete=False) db.add(assistant) db.commit() payloads: list[dict] = [] async def stream_chat(_endpoint, payload): payloads.append(payload) yield { "choices": [ {"delta": {"tool_calls": [{"index": 0, "id": "c1", "function": { "name": "file_list", "arguments": '{"path": "."}'}}]}} ] } monkeypatch.setattr(generation_service, "stream_chat", stream_chat) async def _no_title(*_args, **_kwargs): return "" monkeypatch.setattr("lembas.services.chat.generate_title", _no_title) generation = generation_service.Generation(chat_id=chat.id, message_id=assistant.id) await generation_service._run(generation) # Five rounds that may call tools, then the one that gives up. assert len(payloads) == 6 assert "after 5 rounds" in generation.tool_events[-1]["error"] async def test_a_reply_stops_when_it_has_written_too_much(db, user_id, machine, monkeypatch): """The bound that is meant to end a long piece of work. Steps are a runaway backstop now (200), so something has to say when enough has been written. Asserted on the loop, not on the wording: the count of requests must be far short of the step budget. """ settings_store.update( db, {"max_steps": 200, "max_completion_tokens": 40}, key=settings_store.AGENTS ) chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) payloads: list[dict] = [] monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [[_text("x" * 400), _chunk("file_list", '{"path": "."}')]], payloads, ), ) async def _no_title(*_args, **_kwargs): return "" monkeypatch.setattr("lembas.services.chat.generate_title", _no_title) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await generation_service._run(generation) assert len(payloads) < 5, "it should have stopped long before the step backstop" assert "tokens" in generation.tool_events[-1]["error"] async def test_the_token_ceiling_fires_on_an_endpoint_that_reports_no_usage( db, user_id, machine, monkeypatch ): """The half that would otherwise be silently broken. `generation.completion_tokens` is only populated when the endpoint sends a usage block, and llama.cpp, Ollama and friends never do -- the fallback estimate is computed once, in `_run`'s `finally:`, long after the loop that needs it. A ceiling reading only the reported figure would work on OpenAI and do nothing at all everywhere else. The stub above sends no usage, so this asserts the estimate path directly. """ settings_store.update( db, {"max_steps": 200, "max_completion_tokens": 40}, key=settings_store.AGENTS ) chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) payloads: list[dict] = [] monkeypatch.setattr( generation_service, "stream_chat", _stub_stream([[_text("y" * 400), _chunk("file_list", '{"path": "."}')]], payloads), ) async def _no_title(*_args, **_kwargs): return "" monkeypatch.setattr("lembas.services.chat.generate_title", _no_title) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await generation_service._run(generation) assert not any("usage" in str(p) for p in payloads), "the stub reports no usage" assert "tokens" in generation.tool_events[-1]["error"] async def test_a_zero_ceiling_means_no_ceiling(db, user_id, machine, monkeypatch): """Zero is how an administrator says "no limit", the same as index_chars. Read with `or 0` on the wrong side it would silently become 200_000.""" settings_store.update(db, {"max_completion_tokens": 0}, key=settings_store.AGENTS) chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) user = db.get(User, user_id) context = session.resolve(db, chat, user) assert context.limits.completion_tokens == 0 # --- Interjecting while it works -------------------------------------------------- async def test_a_queued_prompt_is_taken_in_between_rounds(db, user_id, machine, monkeypatch): """The point of queueing in an agent chat: steering work already under way. An agent that has just finished one loop and is about to start another is exactly when "actually, do it the other way" is worth having, and making it wait for the whole reply would mean it arrives after the thing it was meant to change. """ from lembas.services import chat as chat_service chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) chat_service.create_message( db, chat, "user", "actually, check the other directory first", queued=True ) payloads: list[dict] = [] monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [[_chunk("file_list", '{"path": "."}')], [_text("Done.")]], payloads, ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await generation_service._run(generation) # Verbatim, in the user role, with nothing wrapped around it: this genuinely # is the person at the keyboard, and quoting it would teach the model that a # user turn can be a quotation -- the distinction `execute_plan` relies on. assert payloads[1]["messages"][-1] == { "role": "user", "content": "actually, check the other directory first", } async def test_an_interjection_is_delivered_only_once(db, user_id, machine, monkeypatch): """Marked delivered before the request goes out, so a crash loses it rather than asking the same thing twice and letting an agent act on it twice.""" from lembas.services import chat as chat_service chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) waiting = chat_service.create_message(db, chat, "user", "one more thing", queued=True) monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [ [_chunk("file_list", '{"path": "."}')], [_chunk("file_list", '{"path": "src"}')], [_text("Done.")], ], [], ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await generation_service._run(generation) db.expire_all() assert db.get(Message, waiting.id).queued is False assert generation.injected_ids == [waiting.id] async def test_the_reply_sorts_before_the_prompt_it_took_in(db, user_id, machine, monkeypatch): """Otherwise the next request reads "answer, then the question it answered", and a small model dutifully answers it a second time.""" from lembas.services import chat as chat_service chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_AUTO) message_id = _pending_reply(db, chat) waiting = chat_service.create_message(db, chat, "user", "and this", queued=True) monkeypatch.setattr( generation_service, "stream_chat", _stub_stream([[_chunk("file_list", '{"path": "."}')], [_text("Done.")]], []), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await generation_service._run(generation) db.expire_all() reply = db.get(Message, message_id) assert reply.created_at > db.get(Message, waiting.id).created_at # --- Plan mode's artifact --------------------------------------------------------- def test_plan_submit_is_offered_only_in_plan_mode(db, user_id, machine): """It ends the reply. A model in Auto mode that proposed a plan instead of doing the work would be obeying the wrong instinct at the wrong moment.""" user = db.get(User, user_id) planning, _p = _setup(db, user_id, machine, mode=policy.MODE_PLAN) assert "plan_submit" in _offered(db, planning, user) planning.agent_mode = policy.MODE_AUTO db.commit() assert "plan_submit" not in _offered(db, planning, user) async def test_a_plan_ends_the_reply_and_lands_on_the_message( db, user_id, machine, monkeypatch ): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_PLAN) message_id = _pending_reply(db, chat) plan = {"title": "Tidy the logs", "steps": ["Read the log", "Rotate it", "Restart"]} rounds = [ [_chunk("plan_submit", _json.dumps(plan))], # The model gets one wordless round to explain itself. If it tries to # act in it -- as this one does -- there are no tools to act with. [_chunk("shell_run", '{"command": "rm -rf /"}'), _text("Here is what I would do.")], ] seen: list[dict] = [] monkeypatch.setattr(generation_service, "stream_chat", _stub_stream(rounds, seen)) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await asyncio.wait_for(generation_service._run(generation), timeout=10) assert generation.plan == plan assert len(seen) == 2, "one round to plan, one to say what it proposed" assert "tools" not in seen[1], "the second round is offered nothing to act with" assert len(generation.tool_events) == 1, "the shell call had no tool to reach" db.expire_all() message = db.get(Message, message_id) assert message.plan_json == plan async def test_a_plan_with_no_steps_is_sent_back(db, user_id, machine, monkeypatch): chat, _profile = _setup(db, user_id, machine, mode=policy.MODE_PLAN) message_id = _pending_reply(db, chat) monkeypatch.setattr( generation_service, "stream_chat", _stub_stream( [[_chunk("plan_submit", '{"title": "Nothing", "steps": []}')], [_text("Sorry.")]], [], ), ) generation = generation_service.Generation(chat_id=chat.id, message_id=message_id) await asyncio.wait_for(generation_service._run(generation), timeout=10) assert generation.plan is None assert generation.tool_events[0]["status"] == "error" # --- Carrying a plan out ------------------------------------------------------------ def test_executing_a_plan_switches_to_edit_and_quotes_it(client, db, registered, machine): """Edit, never Auto. The plan was written under a mode where every command stopped for approval, and a button that also removed the asking is not the button anybody pressed.""" from sqlalchemy import select as _select user = db.scalar(_select(User)) chat, _profile = _setup(db, user.id, machine, mode=policy.MODE_PLAN) message = Message( chat_id=chat.id, role=ROLE_ASSISTANT, content="Here is what I would do.", complete=True, plan_json={"title": "Tidy the logs", "steps": ["Read the log", "Rotate it"]}, ) db.add(message) db.commit() response = client.post(f"/api/chats/{chat.id}/messages/{message.id}/execute-plan") assert response.status_code == 200 db.refresh(chat) assert chat.agent_mode == policy.MODE_EDIT sent = db.scalars( _select(Message).where(Message.chat_id == chat.id, Message.role == "user") ).all()[-1] assert "Tidy the logs" in sent.content assert "Read the log" in sent.content # Quoted rather than stated. A plan whose text came out of a file the model # read must not arrive wearing the reader's authority. assert sent.content.lstrip().startswith("Carry out the plan you proposed above") assert "> " in sent.content def test_a_message_with_no_plan_cannot_be_executed(client, db, registered, machine): from sqlalchemy import select as _select user = db.scalar(_select(User)) chat, _profile = _setup(db, user.id, machine) message = Message(chat_id=chat.id, role=ROLE_ASSISTANT, content="hi", complete=True) db.add(message) db.commit() assert ( client.post(f"/api/chats/{chat.id}/messages/{message.id}/execute-plan").status_code == 404 ) # --- Rewind --------------------------------------------------------------------------- def test_editing_a_turn_records_that_the_machine_did_not_rewind( client, db, registered, machine ): """The transcript goes back; the project directory does not. Deleting somebody's real working tree to match would be far worse than the inconsistency, so the model is told instead.""" from sqlalchemy import select as _select user = db.scalar(_select(User)) chat, _profile = _setup(db, user.id, machine) first = Message(chat_id=chat.id, role="user", content="do a thing", complete=True) db.add(first) db.commit() assert chat.rewound_at is None client.post( f"/api/chats/{chat.id}/messages/{first.id}/edit", data={"content": "do another thing"} ) db.refresh(chat) assert chat.rewound_at is not None def test_an_ordinary_chat_records_no_rewind(client, db, registered, machine): from sqlalchemy import select as _select user = db.scalar(_select(User)) chat, _profile = _setup(db, user.id, machine, kind="chat") first = Message(chat_id=chat.id, role="user", content="hello", complete=True) db.add(first) db.commit() client.post(f"/api/chats/{chat.id}/messages/{first.id}/edit", data={"content": "hi"}) db.refresh(chat) assert chat.rewound_at is None async def test_the_harness_warns_after_a_rewind(db, user_id, machine): from datetime import UTC, datetime from lembas.services import harness chat, _profile = _setup(db, user_id, machine) user = db.get(User, user_id) offered = tools_service.resolve_tools(db, chat, user).schemas assert "was rewound" not in harness.compose(db, user, offered, chat) chat.rewound_at = datetime.now(UTC) db.commit() text = harness.compose(db, user, offered, chat) assert "was rewound" in text assert "still there" in text