profit ac01fffd9a checkpoint: matrix-agent-validated (2026-04-25)
Architectural snapshot of the lakehouse codebase at the point where the
full matrix-driven agent loop with Mem0 versioning + deletion was
validated end-to-end.

WHAT THIS REPO IS
A clean single-commit snapshot of the lakehouse code. Heavy test data
(.parquet datasets, vector indexes) excluded — see REPLICATION.md for
regen path. Full lakehouse history at git.agentview.dev/profit/lakehouse.

WHAT WAS PROVEN
- Vector retrieval across multi-corpora matrix (chicago_permits + entity
  briefs + sec_tickers + distilled procedural + llm_team runs)
- Observer hand-review (cloud + heuristic fallback) gating each candidate
- Local-model agent loop (qwen3.5:latest) with tool use + scratchpad
- Playbook seal on success → next-iter retrieval surfaces it as preamble
- Mem0 versioning + deletion in pathway_memory:
    * UPSERT: ADD on new workflow, UPDATE bumps replay_count on identical
    * REVISE: chains versions, parent.superseded_at + superseded_by stamped
    * RETIRE: marks specific trace retired with reason, excluded from retrieval
    * HISTORY: walks chain root→tip, cycle-safe

KEY DIRECTORIES
- crates/vectord/src/pathway_memory.rs — Mem0 ops live here
- crates/vectord/src/playbook_memory.rs — original Mem0 reference
- tests/agent_test/ — local-model agent harness + PRD + session archives
- scripts/dump_raw_corpus.sh — MinIO bucket dump (raw test corpus)
- scripts/vectorize_raw_corpus.ts — corpus → vector indexes
- scripts/analyze_chicago_contracts.ts — real inference pipeline
- scripts/seal_agent_playbook.ts — Mem0 upsert from agent traces

Replication: see REPLICATION.md for Debian 13 clean install + cloud-only
adaptation (no local Ollama).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-25 19:43:27 -05:00

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// Orchestrator — runs all four checks on a PR, assembles a verdict,
// posts to Gitea. This is task #8's integration layer; the poller
// (task #9) calls this once per PR on every fresh head SHA.
//
// Hard-block mechanism: commit status posted with state="failure"
// and context="lakehouse/auditor". If `main` branch protection
// requires that context to pass, merge is physically impossible
// until the auditor re-audits a fixed commit and flips the status
// to "success".
//
// Human-readable reasoning: posted as a PR issue comment (not a
// review — reviews have self-review restrictions on Gitea and the
// auditor currently uses the same PAT as the PR author).
import { readFile, writeFile, mkdir, appendFile } from "node:fs/promises";
import { createHash } from "node:crypto";
import { join } from "node:path";
import type { PrSnapshot, Verdict, Finding } from "./types.ts";
import { getPrDiff, postCommitStatus, postIssueComment } from "./gitea.ts";
import { parseClaims } from "./claim_parser.ts";
import { assembleVerdict } from "./policy.ts";
import { runStaticCheck } from "./checks/static.ts";
import { runDynamicCheck } from "./checks/dynamic.ts";
import { runInferenceCheck } from "./checks/inference.ts";
import { runKbCheck } from "./checks/kb_query.ts";
const VERDICTS_DIR = "/home/profit/lakehouse/data/_auditor/verdicts";
// Playbook for audit findings — one row per block/warn finding from a
// verdict. kb_query tails this next audit and escalates recurrences.
// Structured as JSONL so it's cheap to append and cheap to tail.
const AUDIT_LESSONS_JSONL = "/home/profit/lakehouse/data/_kb/audit_lessons.jsonl";
export interface AuditOptions {
// Skip the cloud inference call (fast path for iteration). Default false.
skip_inference?: boolean;
// Skip the dynamic check (avoid running the hybrid fixture every PR,
// since it hits live services and mutates playbook state). Default false
// on `main`-branch-target PRs, true when auditing feature branches
// where the fixture would pollute state. Caller decides.
skip_dynamic?: boolean;
// Skip Gitea posting — useful for dry-runs / local testing.
// Default false.
dry_run?: boolean;
}
export async function auditPr(pr: PrSnapshot, opts: AuditOptions = {}): Promise<Verdict> {
const t0 = Date.now();
const diff = await getPrDiff(pr.number);
const { claims } = parseClaims(pr);
// Run checks in parallel where they don't share mutable state.
// Static + kb_query + inference are all read-only. Dynamic mutates
// playbook state (nonce-scoped per run, but still live) so if
// skip_dynamic is false we still run it in parallel — the mutation
// is namespaced.
const [staticFindings, dynamicFindings, inferenceFindings, kbFindings] = await Promise.all([
runStaticCheck(diff),
opts.skip_dynamic ? Promise.resolve(stubFinding("dynamic", "skipped by options")) : runDynamicCheck(),
opts.skip_inference ? Promise.resolve(stubFinding("inference", "skipped by options")) : runInferenceCheck(claims, diff, { pr_number: pr.number, head_sha: pr.head_sha }),
runKbCheck(claims, pr.files.map(f => f.path)),
]);
const allFindings: Finding[] = [
...staticFindings,
...dynamicFindings,
...inferenceFindings,
...kbFindings,
];
const duration_ms = Date.now() - t0;
const metrics = {
audit_duration_ms: duration_ms,
findings_total: allFindings.length,
findings_block: allFindings.filter(f => f.severity === "block").length,
findings_warn: allFindings.filter(f => f.severity === "warn").length,
findings_info: allFindings.filter(f => f.severity === "info").length,
claims_strong: claims.filter(c => c.strength === "strong").length,
claims_moderate: claims.filter(c => c.strength === "moderate").length,
claims_weak: claims.filter(c => c.strength === "weak").length,
claims_empirical: claims.filter(c => c.strength === "empirical").length,
claims_total: claims.length,
diff_bytes: diff.length,
};
const verdict = assembleVerdict(allFindings, metrics, pr.number, pr.head_sha);
await persistVerdict(verdict);
// Feedback loop — every block/warn finding becomes a row in
// audit_lessons.jsonl, dedup-keyed by (check, normalized-summary).
// The next audit's kb_query reads these and escalates recurring
// findings so we don't lose the "this pattern has been flagged
// before" signal across runs. Fire-and-forget; failure here must
// not break the audit.
appendAuditLessons(verdict).catch(e =>
console.error(`[audit] audit_lessons append failed: ${(e as Error).message}`));
if (!opts.dry_run) {
await postToGitea(verdict);
}
return verdict;
}
// Normalizes a finding summary for dedup: strips path-specific tails
// ("in path/to/file.ts" → "in <file>"), line numbers, and long
// commit-hash snippets. The goal is: the SAME class of finding on
// DIFFERENT files should share a signature, so we can measure
// "this pattern keeps showing up."
function normalizedSignature(f: Finding): string {
const summary = String(f.summary)
.replace(/\bin\s+\S+\.(ts|rs|js|py|md)\b/gi, "in <file>")
.replace(/:\+?\d+\b/g, ":<line>")
.replace(/[0-9a-f]{8,}/gi, "<hash>")
.replace(/\s+/g, " ")
.trim()
.slice(0, 240);
const src = `${f.check}::${f.severity}::${summary}`;
return createHash("sha256").update(src).digest("hex").slice(0, 16);
}
async function appendAuditLessons(v: Verdict): Promise<void> {
const actionable = v.findings.filter(f => f.severity === "block" || f.severity === "warn");
if (actionable.length === 0) return;
await mkdir(join(AUDIT_LESSONS_JSONL, ".."), { recursive: true });
const rows: string[] = [];
for (const f of actionable) {
rows.push(JSON.stringify({
signature: normalizedSignature(f),
check: f.check,
severity: f.severity,
summary: f.summary,
pr_number: v.pr_number,
head_sha: v.head_sha,
audited_at: v.audited_at,
}));
}
await appendFile(AUDIT_LESSONS_JSONL, rows.join("\n") + "\n");
}
async function persistVerdict(v: Verdict): Promise<void> {
await mkdir(VERDICTS_DIR, { recursive: true });
const filename = `${v.pr_number}-${v.head_sha.slice(0, 12)}.json`;
await writeFile(join(VERDICTS_DIR, filename), JSON.stringify(v, null, 2));
}
export async function postToGitea(v: Verdict): Promise<void> {
// 1. Commit status — the hard block signal (if branch protection
// is configured to require lakehouse/auditor on main).
const state = v.overall === "approve" ? "success" : "failure";
await postCommitStatus({
sha: v.head_sha,
state,
context: "lakehouse/auditor",
description: v.one_liner,
target_url: "", // no URL yet; could point to a verdicts dashboard
});
// 2. Issue comment — the reasoning. Gated so we don't spam the PR
// with identical comments on re-audits of the same SHA. Caller
// (poller) ensures we only re-audit fresh SHAs, but a dedup
// marker inside the body keeps it idempotent if re-run.
const body = formatReviewBody(v);
await postIssueComment({ pr_number: v.pr_number, body });
}
function formatReviewBody(v: Verdict): string {
const byCheck: Record<string, Finding[]> = {};
for (const f of v.findings) {
(byCheck[f.check] ||= []).push(f);
}
const verdictEmoji =
v.overall === "approve" ? "✅" :
v.overall === "request_changes" ? "⚠️" :
"🛑";
const lines: string[] = [];
lines.push(`## Auditor verdict: ${verdictEmoji} \`${v.overall}\``);
lines.push("");
lines.push(`**One-liner:** ${v.one_liner}`);
lines.push(`**Head SHA:** \`${v.head_sha.slice(0, 12)}\``);
lines.push(`**Audited at:** ${v.audited_at}`);
lines.push("");
// Per-check sections, only if the check produced findings.
const checkOrder = ["static", "dynamic", "inference", "kb_query"] as const;
for (const check of checkOrder) {
const fs = byCheck[check] ?? [];
if (fs.length === 0) continue;
const bySev = {
block: fs.filter(f => f.severity === "block").length,
warn: fs.filter(f => f.severity === "warn").length,
info: fs.filter(f => f.severity === "info").length,
};
lines.push(`<details><summary><b>${check}</b> — ${fs.length} findings (${bySev.block} block, ${bySev.warn} warn, ${bySev.info} info)</summary>`);
lines.push("");
for (const f of fs) {
const mark = f.severity === "block" ? "🛑" : f.severity === "warn" ? "⚠️" : "";
lines.push(`${mark} **${f.severity}** — ${f.summary}`);
for (const e of f.evidence.slice(0, 3)) {
lines.push(` - \`${e.slice(0, 180).replace(/\n/g, " ")}\``);
}
}
lines.push("");
lines.push("</details>");
lines.push("");
}
lines.push("### Metrics");
lines.push("```json");
lines.push(JSON.stringify(v.metrics, null, 2));
lines.push("```");
lines.push("");
lines.push(`<sub>Lakehouse auditor · SHA ${v.head_sha.slice(0, 8)} · re-audit on new commit flips the status automatically.</sub>`);
return lines.join("\n");
}
function stubFinding(check: "dynamic" | "inference", why: string): Finding[] {
return [{ check, severity: "info", summary: `${check} check skipped — ${why}`, evidence: [why] }];
}