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lakehouse/auditor 13 blocking issues: cloud: claim not backed — "Verified end-to-end:"
Operator can't sustain Opus's ~$0.30/audit on the daemon. New strategy: - Even-numbered audits per PR use kimi-k2.6 via ollama_cloud (effectively free under the Ollama Pro flat subscription) - Odd-numbered audits use claude-haiku-4-5 via opencode/Zen (~$0.04/audit) - Frontier models (Opus, GPT-5.5-pro, Gemini 3.1-pro) are NOT in auto-promotion. Operator hands distilled findings to a frontier model manually when a load-bearing decision needs it. Mirrors the lakehouse playbook-memory pattern: cheap models do the volume, the validated subset compounds, only the compounded bundle gets handed to a frontier model. Same logic at the auditor layer. Audit-index derivation: count of existing kimi_verdicts files for the PR. So if the dir has 4 verdicts for PR #11 already, the 5th audit is index 4 (even) → Kimi, the 6th is index 5 (odd) → Haiku. Across an active PR's lifetime the audits naturally interleave the two lineages. Cost projection at observed cadence (5-10 pushes/day): - Old (Haiku default + Opus auto on big diffs): $1-3/day - New (Kimi/Haiku alternating, no Opus): $0.10-0.40/day - $31.68 budget lasts: ~3 months instead of ~10 days Override knobs: LH_AUDITOR_KIMI_MODEL=<X> pins to model X (no alternation) LH_AUDITOR_KIMI_PROVIDER=<P> provider for default model LH_AUDITOR_KIMI_ALT_MODEL=<X> sets the odd-index alternate LH_AUDITOR_KIMI_ALT_PROVIDER=<P> provider for alternate The OPUS_THRESHOLD env knobs from the prior auto-promotion commit are now no-ops (unset, no longer referenced). Verification: bun build auditor/checks/kimi_architect.ts compiles systemctl restart lakehouse-auditor active systemctl show env Haiku pin removed, Kimi default + cap=3 set Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Lakehouse Claim Auditor
A Bun sub-agent that watches open PRs on Gitea, reads the ship-claims in commit messages and PR bodies, and hard-blocks merges when the code doesn't back the claim.
Rationale: when "compiles + one curl works" gets called "phase shipped," placeholder code accumulates. This auditor runs every 90s, fetches each open PR, and subjects it to four checks:
- Static diff — grep/parse looking for placeholder patterns
- Dynamic — runs the never-before-executed hybrid test fixture
- Cloud inference — asks
gpt-oss:120bvia/v1/chatto identify gaps in the diff - KB query — looks up
data/_kb/+ observer for prior failure patterns on similar claims
Verdict is assembled, posted to Gitea as:
- A failing commit status (hard block — branch protection prevents merge)
- A review comment explaining every finding
Run manually
cd /home/profit/lakehouse
bun run auditor/index.ts
Defaults: polls every 90s, stops on auditor.paused file present.
State
data/_auditor/state.json— last-audited head SHA per PRdata/_auditor/verdicts/{pr}-{sha}.json— per-run verdict recorddata/_kb/audit_lessons.jsonl— one row per block/warn finding, path-agnostic signature for dedup. Tailed by kb_query on each audit to surface recurring patterns (2+ distinct PRs with same signature → info, 3-4 → warn, 5+ → block). This is how the auditor learns.data/_kb/scrum_reviews.jsonl— scrum-master per-file reviews. If a file in the current PR has been scrum-reviewed, kb_query surfaces the review as a finding with the accepted model and attempt count.
Where YOU edit
auditor/policy.ts — the verdict assembler. Controls which findings
block vs warn vs inform. All other code is mechanical: fetching,
running checks, posting to Gitea.
Hard-block mechanism
- Commit status is posted as
failurewith contextlakehouse/auditor - If
mainbranch protection requireslakehouse/auditorstatus to pass, Gitea prevents merge - When code is fixed and re-audit passes, status flips to
success, merge unblocks
Enable branch protection (one-time, via Gitea UI or API):
POST /repos/profit/lakehouse/branch_protections{"branch_name": "main", "required_status_checks": {"contexts": ["lakehouse/auditor"]}}