Commit Graph
4 Commits
Author SHA1 Message Date
Omar SobhandClaude Opus 5.5 9ca71e5fa4 fix(memory): verdict lines carry the brief and a distinguishing mission id
deploy / test (push) Successful in 4m50s
deploy / build (push) Successful in 5m45s
The first self_audit run on a planted brief/condition mismatch found the
pattern and quoted it, then diagnosed "the agent skipped the section": the
record held the condition but not the brief, and working agents never see the
condition. It also read two missions as one — a UUIDv7's first 8 chars are a
timestamp, and missions 34 s apart both rendered as 01a0cb38.

- verdict_line records the phase brief (config.task) beside the condition
- the short mission id is the uuid tail
- self_audit copies the record into the checkout (the judge cannot read
  /mission/memory) and compares brief with condition

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
2026-09-22 17:42:37 -05:00
Omar SobhandClaude Opus 5.5 642b6ef44b feat(self-audit): continuous_improvement audits the project record it can actually reach
deploy / test (push) Successful in 5m35s
deploy / build (push) Successful in 5m48s
Its first run could not do its job. The template audited "every project
agent's .brain" through per-agent APIs — fetch a brain, submit to
/api/claws/{id}/level-up, pull claw metrics — none of which a mission can
reach; agent brains live in the server's /data/brains volume and nothing
delivered them in. It spent itself searching, found a ROSTER.md in a
scratch repo, and audited that.

A delivery channel alone would not have helped: per-mission crews carry
~2 KB seed brains with no history, because missions write memory to the
REPOSITORY brain, one judge verdict per phase. That is where a project's
history actually accumulates, so that is the subject now.

mission_memory::export renders the whole repo brain as markdown — the
.brain is HDF5 and a mission container has no library to read it — and
mission_orchestrator installs it at /mission/memory/PROJECT-MEMORY.md,
outside the checkout so it is input and never lands in the diff, the same
way install_skill_files delivers skills.

The three roles are rewritten for that record: an inspector that finds
patterns (several UNMET lines on the same kind of work) and quotes them;
a proposer that ties each proposal to at least two lines or drops it; and
an evaluator that checks the cited lines exist verbatim and marks each
proposal SUPPORTED, WEAK or UNSUPPORTED. Each says outright that "no
change is warranted" is a complete result — the property that kept the
first run from inventing improvements out of empty brains.

Local: 523 passed; the two DB-backed world tests panic PoolTimedOut
because Docker Desktop is down here. CI runs them against real Postgres.

Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01WZb5A2kfVfjpdwSochkuHz
2026-09-22 15:27:09 -05:00
Omar SobhandClaude Opus 5 33560c7fe6 feat(decide): memory rerank and paper triage on the decision tier
deploy / test (push) Successful in 5m23s
deploy / build (push) Successful in 5m27s
mission_memory::recall is two stages when a key is set: BM25 proposes 8
candidates, one Noul per candidate ('this earlier verdict is relevant to
the task') reorders them and drops those under 0.3, three are kept. BM25
measures keyword overlap, and a verdict about MICROVM.md shares words
with every task that names a file. Without a key the BM25 order stands.

continuous_research: topic_tags was written as [] on every manifest line
since the manifest existed. triage_papers asks, per harvested paper, a
Choice over the mission's topics (readable names, the arXiv query as the
description, 'none' offered) and a four-level relevance Score; the tags
(every topic ≥ 0.3) and {score, confidence} land on the line the agents
already read. Probe on PORTICO's abstract: relevance 3.0 at 1.0; topic
'none' 0.59 / verification 0.41 — true, the topic list has no
authority/sandboxing entry. Untriaged papers write the old empty line.

Co-Authored-By: Claude Opus 5 <[email protected]>
2026-09-21 14:09:28 -05:00
Omar SobhandClaude Opus 5 13f7fb3aff feat(memory): missions remember their verdicts, per repository
Until now missions wrote no memory. The chat path records every turn into
the claw's .brain, but a mission's crew is minted per mission, so a brain
keyed by agent would be written once and never read. What persists across
missions is the repository: mission_memory keeps one .brain per repo_id,
writes each judge verdict into it (reason when met, sanitized guidance when
not — the operator reason may quote the acceptance text), and recalls
against the next phase's task text into the brief, under a heading all
three executors carry because it rides on the task.

Recall is BM25 over the keyword index, no embedder; the harness asserts the
brief carries the section once the repo has one judged mission behind it,
and says 'first mission' rather than failing before that. OpenClaw's
flush-before-compaction was the other half of this item and is moot here:
the chat loop has no compaction and already remembers both halves of
every turn.

Co-Authored-By: Claude Opus 5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01WZb5A2kfVfjpdwSochkuHz
2026-09-20 22:11:55 -05:00