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6ae2375194 |
M2.8: switch over to the new loop
nisse-dev now runs only the conversational loop. The gated state machine it was built alongside is gone: - Removed control.py, planner.py, executor.py, approvals.py, gates.py (command_form moves to loop/reader.py), publish.py and poller.py, the old assembly in agent.py (its shared helpers move to loop/build.py), the store's state-machine view (get_state, transition), their tests, the old end-to-end and live planning/milestone/gate tests, and specs/orchestrator.qnt with its scenarios. - Roles are driver, helper, expert and classifier; driver is required. loop:, roles.planner, roles.executor and tuning.executor are refused with what to use instead; tuning.driver takes the turn cap and failure limit. - The benchmark and the capability matrix measure the driver: the loop's own system prompt and tools, the task's plan as the agreed restatement. Task plans end with finish_milestone, so earlier runs show as (old); stored runs' executor tuning reads as the driver's. - A delegation on the loop records what its helper's alias resolved to (L9), as the old path's did. - The dump shows a work item's revision and what it waits for. - Behaviour the old tests covered and the loop shares stays covered: driver runs that fail on a model call, stop mid-turn, reset the failure count; go-aheads ignoring case and punctuation; a request too big to fit is never sent; the assembly tests, now on build_loop_agent. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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659915d309 |
Fixes from the first live session of the new loop
Found live on 2026-10-07 (bring-up on nisse-testing-operator/nisse-bringup,
Opus as driver):
- The driver's prose nudge went into the system prompt, so the retry ended
on the model's own reply. Opus 5.5 refuses that ("does not support
assistant message prefill. The conversation must end with a user
message"). The nudge is now a harness fact in the conversation. The
delegation harness's prose path did the same and is fixed likewise.
- A helper's first request ended with its own delegation_started event,
rendered as an assistant message: every delegation would have failed on
Opus. The helper now sees it as the harness handing over its task.
- model_contract checks that every request ends on the user's side, so
scripted tests catch this from now on (each fix is mutation-checked).
- `status` (and `details`) in an item's thread were taken as replies: they
woke the driver and cancelled a bug's countdown. They now answer at once
and change nothing.
- The driver had no way to answer a remark without changing the item, so it
answered in prose. Every run woken by a message (or a review comment) now
offers `reply`, which answers where asked and returns to the very wait
that was interrupted.
Also: scripts/bringup-repo.sh makes the bring-up's test repository
(make_repo/delete_repo, split out of fresh_repo), and made repositories get
the agent's labels (bug, discuss, design).
Tests: test_loop_live_fixes.py (one per finding); the walk sends `status`
into threads (status_changes_nothing) and its scripted driver sometimes
answers remarks with reply.
Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE
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8994b3fb4b |
Conversation on the new loop (M2.7)
- Questions never change state (L5, #77): a message ending in "?" to a waiting project item starts a question run (reply and look-only tools, an instruction to change nothing), and the item goes back to the very wait it was in: a restatement up stays up and a go binds to it; the agent's own question stays open. - Explanations: a restatement gives its reasons and the main alternative; a revision says what changed (restate(changed), sent back without it); a milestone's summary says what was done, verified and left open. - Progress in prose (#42): the driver's and a helper's own words for a turn are posted, trimmed, at most once a minute per item; `details` shows the last tool calls; a message arriving mid-run is acknowledged at once ("Noted; ..."). - CI: the e2e job's comments and the plan no longer claim a newer push cancels the run it supersedes (Gitea here doesn't); the concurrency block goes. Tests: conversation unit tests (questions in a go-ahead and an answer wait, an unanswerable question, revisions, progress rate and trimming, details, mid-run notes), the helper's progress, the walk asking questions in every state with a questions_change_nothing property (routing questions the old way fails 32 of 48 seeds), and an e2e question while a restatement is up. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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59fd00ce8c |
Roles, capability profiles and help on the new loop (M2.6)
- roles.driver (unset: the planner's model) and roles.classifier (unset: the expert's); the mapping is pinned when an item opens, and the driver and the go-ahead reader run on the item's own (L9). - profiles: in configuration (tools, strengths, weaknesses), used in briefings: the driver's instructions say what its helper and expert are good at, the helper's brief who reads its handback; never a model name. - delegate(task) and ask_expert(question) for the driver. A helper works on a branch off the milestone's; on a handback its work comes back as uncommitted changes, otherwise it is discarded, so harness branches never hold commits only the clone has. ask_expert keeps its budget. - Triggers: failure_limit failed commands in a row (Driver's new "stuck" outcome) or the turn cap, mid-milestone, call a helper in once per milestone; if it fails too, the item waits on the operator. A delegation cut off by a crash is discarded at boot. - Evaluation capture: delegations and ask_expert as before, and the reader's verdicts as classifier pairs. Tests: help tests (merge-back, discard, needs a milestone, the stuck trigger and its once-per-milestone limit, the expert and its budget, pinning, briefings by profile, boot discarding a cut-off delegation), config tests for roles and profiles, and the walk delegating with a scripted helper that sometimes fails, with a delegations_settle property. The walk found helper commits stranded on a merged PR's branch, fixed by returning a helper's work uncommitted. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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3fba958958 |
Give each role its own view of the transcript (M1.2)
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A model no longer reads another role's turns as its own (#78). The log stays one record per work item; what a role is shown is projected from it by Transcript.view() (views.py), which the planner, executor and helper now build their context from: - own events unchanged; - operator messages labelled with their channel, e.g. [operator, Matrix] or [operator, comment on PR #165]; - orchestrator facts (a new `fact` event) as [orchestrator] statements; - the executor sees a helper's handback as [helper report], not its turns; - a helper sees the approved plan and the executor's milestone work as one-line narration; - the planner sees no other role's work at all. The orchestrator now writes facts at the points the models must know about: work item opened, plan approved or rejected, milestone started, finished or stopped, published (with PR number and URL) or not, review comment answered, next milestone, task completed or abandoned. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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83804fe02a |
Put work items in the state store, and bind the log to them (M1.1)
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Development Plan M1.1, as discussed. - Schema v4: a work_items table (id, scope, title, status, outcome, position, data) and an agent row whose active_item points at one (NULL: idle). Canonical events and intents carry their work item, and events their actor. Older stores are refused with a clear message: there was no production data, so no migration (the mechanism stays). - The log is reached through a Transcript bound to one work item and one actor: store.transcript(item, actor) reads only that item and writes with both. The planner, executor, delegation and expert desk get one per call from the orchestrator instead of holding the store, so a component can neither read another task's events (the planner read every earlier task's, #78) nor write without attribution. store.all_events() is kept for readers that span items (evaluation capture, dumps). Intents are begun through the transcript or with work_item=, so each belongs to its item. - The orchestrator opens a work item on 'use', closes it with its outcome (completed or abandoned), and carries what the operator said while idle into the new item as copies with their origin, so a task sent before 'use' is still planned from (D1). control.py keeps its state machine through get_state()/transition(), now over the active work item, until M2.6 retires it. - nisse_dev.dump shows work items and each event's item and actor. Tests: test_work_items.py (scoping, attribution, intent ownership, restart, outcomes, carried messages, a second task never seeing the first); the suites updated for the per-call transcript. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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3cf4cefacd |
Rename the delegate and consultant roles to helper and expert
Architecture L9's role names, for the two roles with a direct counterpart: the delegation role is now 'helper' and the ask_expert role 'expert', in RoleMap, configuration (roles.helper, roles.expert), recorded events and tests. 'planner' and 'executor' stay distinct for now; they become 'driver' when the new loop merges them (Development Plan M2.3). Configurations must rename their keys: nisse-dev.example.yaml and tests/integration/nisse-test.yaml are updated here. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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1ad0b2147d |
Retire the old build spec, and point every reference at the architecture (M0.1)
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Development Plan M0.1. Every section reference in code, tests, specs/, the example config, the tuning guide, and the CLAUDE.md and README files now cites docs/Architecture.md (P, L, D, O, X, Q) instead of the old spec's A-H, and docs/Architecture-Build-Spec.md is deleted (git keeps it). The plan's old-to-new table goes with it. Mostly mechanical, with a per-site choice where one old section split: A4 became L2 where it meant stop/abandon/the loop and L3 where it meant approvals; A10 became L6 in the context-budget code and L7 elsewhere; B2 became D4 for outbound Gitea and publishing and D5 for review intake; 'A3 step N' became the matching step of L8's boot sequence. Comments describing behaviour the architecture drops (planning always escalating, thresholds tuned at an old build step) now describe the current code and point at the Development Plan. docs/Architecture.md gains one line the rewrite missed: intake outages delay but never fail work (old B2), now in L5, where the poller and Matrix code cite it. Comments and docs only; no behaviour change. Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PPQ14L3LikyefCMFBqEbKE |
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abb7fa0216 |
Add the operator kill switch, stop (A4)
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`stop` could not have worked by adding the command alone. Planning turns, milestones and review responses ran synchronously on the thread that delivered the message, so the Matrix sync loop read nothing until the work finished. The state store was also opened on the main thread and used from the transport and poller threads, which SQLite refuses with its default same-thread check; the in-memory test transport never showed it. A single worker thread now runs every handler and owns the store: - The worker opens the store, so the same-thread check stays on and fails loudly if anything touches the store from elsewhere - Matrix messages are handed to the worker; pollers hand over and wait, so their cursor never passes an unhandled comment - A message that arrives during long work gets an immediate "busy; say 'stop' to halt" reply and is recorded, not applied later in a state the operator was not answering - Tests keep running inline through InlineWorker, which defers a job submitted from inside another as the real worker would queue it `stop` sets a shared Cancel flag straight from the transport's thread. The executor and delegation loops check it before each model call and between tool calls; the planner checks it before each turn. Calls left unrun get a result saying so, so the transcript still renders. A stopped delegation is discarded like a failed one. The orchestrator moves to AWAIT_INPUT and asks why the work was stopped. The reply is recorded for the model, and a stopped planning turn resumes with it as the answer. `stop` with nothing running says so and changes nothing; at a gate it is no longer taken as rejection feedback. Closes #40 Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com> |
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e38adf40ca |
Discover a model's vendor from LiteLLM instead of its name
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Route selection sniffed model names: anything starting "claude-" or "anthropic/" took the vendor-native passthrough, everything else took the normalized route. That works only while an alias names its vendor. A semantic role alias like "remote-architecture" is meant to point at Anthropic today and somewhere else tomorrow, and the name says nothing either way -- so it would have taken the normalized route regardless of what was behind it, silently losing the fidelity A13 wants for delegations. LiteLLM already knows the answer. /model/info reports each alias's backing model, provider, and declared tool support, so the agent asks at startup and routes on the provider it discovers. That keeps vendor knowledge where A5 already put it -- in the proxy -- rather than duplicating it as name patterns here. There is deliberately no name-based fallback: PASSTHROUGH_PREFIXES and has_native_adapter are gone, and select_client now requires a catalog. A second heuristic could only ever disagree with the proxy. An unknown model raises instead of guessing a route. Misconfiguration is therefore loud and early. build_agent validates every role against the catalog before it clones anything, naming all the bad ones at once. Discovery is per key -- /model/info returns only what the presented token may use -- so the same check catches a role pointed at a real model this key cannot reach. An unreachable proxy is reported separately, since an outage and a typo call for different responses from the operator. Two things now get recorded rather than inferred: the resolved model is pinned alongside the role mapping at task start, for the reason A11 already pins roles, and DelegationStarted carries backing_model so A16 eval history is not averaged across whatever an alias happened to point at. A model LiteLLM declares tool-less warns at startup rather than refusing; A15 expects weak local models to be accommodated, and they are observed driving tool loops anyway. Verified live: all four aliases the production key can see route correctly through discovery, and each chosen route works. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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8cfa116aa1 |
Preserve delegation work through any upstream outage, not just budget
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An exhausted budget was a special case of something more general: the work is not at fault. A network blip, a timeout, a 5xx from the proxy, or a rate limit that did not clear all leave a delegation branch that may be perfectly good, and discarding it would throw away work for a reason that has nothing to do with the work. UpstreamUnavailable now names that family, with BudgetExhausted a member of it — distinguishable where the difference matters, since a budget will not clear within the hour while a network blip will. A delegation stopped by any of them is "interrupted": branch kept, intent left pending, and A3's resume rule picks it up. The benefit of the doubt stops at the server's own door. A 4xx that is not a rate limit means the request itself was wrong, and preserving branches on the strength of one would hide a real bug — so those still fail and clean up. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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8cfb45aed3 |
Enforce the token cap, and treat a spent budget as an interruption
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Exceeding a LiteLLM spend limit takes external models away for the rest of the day, which makes three existing gaps consequential rather than untidy. - A13 calls the delegation caps hard on "turns, tokens, and wall clock", and the module docstring repeated it, but the token cap was decoration: nothing counted, and result.tokens was always zero. It is now metered from the usage the provider reports, so a confused delegate cannot spend a day's allowance. A5 keeps the *money* cap on the LiteLLM key, which is a different thing; this is a scope cap - The normalized route sent no ceiling at all, so truncation detection there had nothing to detect against. Both routes now send one - A budget refusal is recognised distinctly. It is not a rate limit: retrying cannot help, so the planner no longer burns a second call to fail identically And a delegation cut off by an exhausted budget is now "interrupted" rather than "failed", which preserves its branch and leaves its intent pending. The work on that branch may be perfectly good; discarding it because the budget ran out would throw away work for a reason that has nothing to do with the work. A3's resume rule already knows how to pick such a delegation back up. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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ce436262f4 |
Wire delegation to A12's trigger, and implement A3's resume rule
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Two gaps found by auditing spec against code, the second created by 7b landing the harness without its boot-time half. **The harness was not connected to anything.** Only a live test constructed a Delegation; A12's failure-count trigger still gated to the human, which A13 describes as the fallback rather than the path. Consecutive command failures now hand the sub-task to the delegate, with the failures in the brief so it need not rediscover what the local model learned the hard way. A usable handback lets the local loop carry on; anything else escalates, because a cap breach leaves a half-edited tree. **A3 step 5 was unimplemented.** A crash mid-delegation failed safe — boot gated on "restarted mid-EXECUTING" — but always gated, even on the clean cut the spec says should resume, and left the branch orphaned because _abandon only runs while the process lives. - A delegation now records an intent before the branch exists, and settles it whichever way the delegation ends; an aborted delegation is a finished one, and leaving it pending would make the next boot believe work was still in flight - delegation_verdict implements the clean-cut test as an observable check, never model self-assessment: settled if a completion follows the start, absent if the branch was never created, gate on a tool_call with no recorded result, resume otherwise - recover() sweeps at boot, announcing a resume with a notice rather than a question, since a clean cut needs no decision from the operator, and leaving an unclean one pending so the generic sweep gates on it - resume() continues the same delegation rather than starting a second: no new branch, no second delegation_started, because A10 defines a session as the delegation, not the process lifetime Honest limit, stated in the code: "the branch sits at the expected commit" is approximated by the branch existing and carrying the work, since per-turn shas are not recorded in the log, so a branch rewritten underneath us would go undetected. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |
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53ed11f9c4 |
Add the delegation harness (A13) — step 7b
A frontier model receives a scoped sub-task, works autonomously with full tool access, and hands back; the local loop reads the handback note and the file state, never the reasoning. - Branch at delegation start, and abort discards it. That required committing each turn's work onto the branch: without commits, deleting a branch discards nothing, so "abort discards the work" was a comforting phrase rather than a fact. The caller's own in-flight changes are committed to their branch first, so an abort cannot destroy work nobody delegated - Hard caps on turns and wall clock; a breach is a defined failure return, and its result is not usable, so the caller gates rather than resuming on a half-edited tree - Every event is checkpointed as it arrives, so a crash mid-delegation leaves the branch at a known commit and a truthful transcript - Handback is validated locally: blank fields or a non-boolean success flag are refused and the delegation continues rather than accepting a useless note Two failure modes found by running it against a real model: - A success claim with nothing changed was accepted. The handback plus file state is the entire interface back, so a note describing work that does not exist is worse than no note. Success now requires a successful mutating tool call; reporting failure still does not, since "this is impossible" is a legitimate finding - The delegate invented the absolute path /workspace, wrote there, ran its tests there, and handed back truthfully — with the repo empty and git seeing nothing. Writes outside the workspace are now refused with a message naming the real root, and both prompts state where the workspace is instead of leaving the model to guess. This is not sandboxing: work outside the repo is invisible to git, so the milestone would publish an empty PR Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> |