feat(linkedin-studio): second-brain SB-S0 foundation — brain/ scaffold + profile fold + id/provenance spine [skip-docs]

SB-S0 (Foundation) of the second-brain arc: a new TS package scripts/brain/
(structural copy of specifics-bank) establishing the spine later slices hang on.
TDD throughout (failing test first); fold scope = P1+P2 only per operator decision.

- types.ts: one provenance vocab (human|published|ai-draft) + the six-field
  ProfileFact record + two-layer ProfileDoc.
- id.ts: slugify + mintEntityId (sha256[:12], kind-namespaced, slug-keyed so the
  id is stable across value edits) + normalizeProvenance (throws on unknown). [SC4]
- profile.ts: no-YAML line-grammar parse/serialize (parse∘serialize = identity over
  the whole doc; values may contain ]/|/quotes) [SC2] + foldUserProfile: lossless,
  idempotent, source-absent-aware fold of config/user-profile.template.md. Pinned
  extraction — P1 labeled scalars (group-headers skipped, [placeholder]→empty) + P2
  expertise group; stops at "### Research Tooling" so deferred explainer prose can't
  leak in as fields. Checkbox-prefs (Goals/Tone/MCPs/Assets) deferred (§8). [SC3]
- dataRoot.ts: inline per-package resolver (repo idiom; no new seam → SC6).
- scaffold.ts/cli.ts: idempotent `brain init` — brain/{index,profile,operations}.md
  + journal/ + ingest/{inbox,published} under the data-dir; compare-then-skip, never
  clobbers a user edit. No session-start wiring (SB-S2 owns it). [SC1]

Gate: new BRAIN floor in test-runner.sh (34 tests; trends/specifics/contract floors
unchanged) + anti-erosion floor 74→75. Full gate 90/0/0, tsc --noEmit clean. [SC5/SC6]
No new command/agent/reference → no version bump, no structure-count change.

Refs docs/second-brain/{brief,plan-sb-s0,architecture}.md.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RigJBiRFNtFZKCz21qNbQ4
This commit is contained in:
Kjell Tore Guttormsen 2026-06-23 14:05:24 +02:00
commit 8c927198f5
17 changed files with 1554 additions and 8 deletions

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.gitignore vendored
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@ -57,6 +57,8 @@ docs/**/.session-state.local.json
# Node.js
scripts/analytics/node_modules/
scripts/analytics/build/
scripts/brain/node_modules/
scripts/brain/build/
scripts/contract-gate/node_modules/
scripts/contract-gate/build/
scripts/specifics-bank/node_modules/

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@ -1,6 +1,6 @@
# Second Brain — Architecture Design
> **Status:** architecture **approved by operator 2026-06-23**. Design phase — no code yet.
> **Status:** architecture **approved by operator 2026-06-23**. **SB-S0 (Foundation) landed 2026-06-23** (`scripts/brain/`, 34 tests, gate-wired); S1S4 remain design-phase.
> **Boundary (confirmed 2026-06-23):** the **engine** (store schema · evolution loop · ingest seam) → **the plugin** (domain-general, shareable); the **user's data** (posts · articles · newsletters · plans · ideas) → the **per-user data dir** (`${LINKEDIN_STUDIO_DATA:-$HOME/.claude/linkedin-studio}/`, survives reinstall); the **personal cockpit** (the operator's day-to-day operations centre) → **Maskinrommet** (a thin layer that reads/writes *through* the plugin's store, never a fork of the engine).
> **Research inputs (three parallel threads, 2026-06-23):** `research/connector-egress.md` · `research/secondbrain-sota.md` · `research/silo-inventory.md`.
@ -74,7 +74,7 @@ Run on a cadence (reuse the existing session-start staleness-nudge surface) as a
| Slice | Content | Why this order |
|-------|---------|----------------|
| **SB-S0 — Foundation** | `brain/` scaffold + two-layer `profile.md` (fold in `user-profile.md`) + `index.md` MOC + `operations.md` + `journal/`; entity-id + provenance shape as a small typed, tested module; `ingest/` dirs + manual-import contract. **No loop yet.** | Smallest thing that stands up and is testable; locks the id/provenance spine everything hangs on |
| **SB-S0 — Foundation***landed 2026-06-23* | `brain/` scaffold + two-layer `profile.md` (fold in `user-profile.md`) + `index.md` MOC + `operations.md` + `journal/`; entity-id + provenance shape as a small typed, tested module; `ingest/` dirs + manual-import contract. **No loop yet.** Shipped as `scripts/brain/` (TS, 34 tests, gate-wired BRAIN floor); fold = P1 labeled-scalars + P2 expertise (checkbox-prefs deferred, §8 of `plan-sb-s0.md`). | Smallest thing that stands up and is testable; locks the id/provenance spine everything hangs on |
| **SB-S1 — Ingest + gold signal** | Manual import → `ingest/published/` with `provenance=published`; wire profile/voice to learn from published-only | The gold signal before the loop that consumes it |
| **SB-S2 — Evolution loop** | Sleep-time consolidation (reuse session-start surface): journal+published+tributary deltas → profile **diff** w/ evidence_count/provenance/timestamps; threshold promotion; contradiction reconciliation; brain-wide freshness nudge | The compounding mechanism |
| **SB-S3 — Cross-silo graph + ops centre** | Thread the id through tributaries (post↔specific↔trend↔analytics assemblable); flesh out `operations.md`; retire the dead `content-history.md` + triple-post reconciliation | Finally answers "which raw material performs?" |

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@ -0,0 +1,59 @@
# User Profile Configuration (populated test fixture)
> Synthetic, domain-general fixture for SB-S0 fold tests. Mirrors the P1 labeled
> scalars + P2 expertise group of `config/user-profile.template.md`, with every
> placeholder replaced by a distinctive filled value. NOT a real person.
---
## PERSONALIZATION SETTINGS
### User Profile Context
**Name:** Jordan Avery
**Current Role:** Senior Data Engineer
**Organization:** Northwind Analytics
**Industry/Domain:** Data infrastructure
**Important Disclaimer:** All articles and posts are written as a private individual. Views expressed are personal and do not represent any employer.
**Core Expertise Areas (5 topics):**
1. Streaming data pipelines
2. Data contracts
3. Cost-aware warehousing
4. Observability for ETL
5. Team data literacy
**Target Audience:**
- **Primary:** Data engineers at scale-ups
- **Secondary:** Engineering managers
- **Geographic focus:** Nordics
---
### Voice & Style Profile
**Signature Elements:**
- **Key frameworks you've developed:** The Contract-First Pipeline
- **Recurring themes/angles:** Boring tech that ships
- **Phrases you commonly use:** "ship the boring thing"
- **Topics to AVOID:** Crypto
**Writing Quirks & Preferences:**
- **Preferred post length:** Medium 1,200-1,800
- **Emoji usage:** Minimal 1-2
- **Question style CTAs:** Sometimes
- **Use of personal anecdotes:** Always
- **Technical depth:** Advanced
**Language:** English
---
### Strategic Context
**Current LinkedIn Status:**
- **Follower count:** 2,400
- **90-day growth goal:** 4,000
- **Posting frequency:** 3x week
- **Optimal posting times:** Tue/Thu 08:00 CET

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"dev": true,
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}

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{
"name": "linkedin-brain",
"version": "0.1.0",
"type": "module",
"description": "Second-brain foundation (SB-S0) — the brain/ scaffold initialiser, the two-layer profile.md line-grammar (parse/serialize round-trip), the lossless+idempotent user-profile fold, and the canonical entity-id + provenance module. Deterministic, pure-where-it-matters, TDD. No loop, no ingest logic, no connector (later slices).",
"scripts": {
"build": "tsc",
"test": "node --import tsx --test tests/*.test.ts",
"start": "node --import tsx src/cli.ts"
},
"devDependencies": {
"@types/node": "^22.0.0",
"tsx": "^4.19.0",
"typescript": "^5.7.0"
}
}

45
scripts/brain/src/cli.ts Normal file
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#!/usr/bin/env node
/**
* CLI for the second-brain foundation (SB-S0).
*
* node --import tsx src/cli.ts init
*
* `init` scaffolds the `brain/` + `ingest/` tree under the per-user data dir
* (`LINKEDIN_STUDIO_DATA` overrides the root). Idempotent running it twice is a
* no-op. No session-start wiring yet (SB-S2 owns that); this is the invokable
* subcommand only.
*
* Exit code: 0 on success, 2 on usage error.
*/
import { dataRoot } from "./dataRoot.js";
import { initBrain } from "./scaffold.js";
function usage(msg: string): never {
console.error(`error: ${msg}`);
console.error("usage:\n init");
process.exit(2);
}
function main(): void {
const [command] = process.argv.slice(2);
if (command === "init") {
const { created, skipped } = initBrain();
console.log(`Brain root: ${dataRoot("brain")}`);
if (created.length > 0) {
console.log(`Created (${created.length}):`);
for (const c of created) console.log(` + ${c}`);
}
if (skipped.length > 0) {
console.log(`Skipped — already present (${skipped.length}):`);
for (const s of skipped) console.log(` · ${s}`);
}
if (created.length === 0) console.log("Already initialised — nothing to do.");
return;
}
usage(command ? `unknown command: ${command}` : "no command given");
}
main();

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/**
* Per-package data-root resolver (M3: the repo idiom, NOT a new shared seam).
*
* The trends/specifics/analytics packages each inline this same resolver
* (`trends/src/store.ts:180`, `specifics-bank/src/bank.ts:150`,
* `analytics/src/utils/storage.ts:54`) rather than importing a shared util
* there is no cross-package path map. SB-S0 matches that idiom, so it adds NO new
* seam function and the `data-root.mjs ⇄ storage.ts` twin-sync stays untouched
* (SC6). De-duplicating the now-four copies is an explicit out-of-scope refactor.
*/
import { homedir } from "node:os";
import { join } from "node:path";
/** Resolve `sub` under the per-user data dir; `LINKEDIN_STUDIO_DATA` overrides the root. */
export function dataRoot(sub: string): string {
const root = process.env.LINKEDIN_STUDIO_DATA ?? join(homedir(), ".claude", "linkedin-studio");
return join(root, sub);
}

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/**
* Canonical entity-id + provenance normalization (SB-S0 spine).
*
* Pure + deterministic no filesystem, no clock, no network. The id is keyed on
* a STABLE SLUG of the label, not the raw label, so editing a fact's *value* (or
* the label's case/whitespace) never re-mints the id. SB-S3 will thread this id
* through the tributaries; SB-S0 only establishes mint + shape.
*/
import { createHash } from "node:crypto";
import { PROVENANCE_VALUES } from "./types.js";
import type { Provenance } from "./types.js";
/**
* Stable slug: lowercase, trim, every non-alphanumeric run a single `-`, with
* leading/trailing dashes stripped. Stable across case + whitespace variation of
* the same label, so it is a safe id key.
*/
export function slugify(label: string): string {
return label
.trim()
.toLowerCase()
.replace(/[^a-z0-9]+/g, "-")
.replace(/^-+|-+$/g, "");
}
/**
* One canonical entity id = first 12 hex of `sha256(`${kind}:${slugify(key)}`)`.
* Matches the trends/specifics `sha256[:12]` idiom (`specifics-bank/src/bank.ts:58`).
* `kind` namespaces the id so the same key under different kinds never collides.
*/
export function mintEntityId(seed: { kind: string; key: string }): string {
return createHash("sha256")
.update(`${seed.kind}:${slugify(seed.key)}`)
.digest("hex")
.slice(0, 12);
}
/**
* Normalize a raw provenance string to the single brain vocabulary. Trims +
* lowercases, then returns the match or THROWS provenance is load-bearing for
* the model-collapse guard, so an unknown value is an error, never a silent pass.
*/
export function normalizeProvenance(raw: string): Provenance {
const candidate = raw.trim().toLowerCase();
const match = PROVENANCE_VALUES.find((v) => v === candidate);
if (!match) {
throw new Error(
`invalid provenance: ${JSON.stringify(raw)} — expected one of ${PROVENANCE_VALUES.join(", ")}`,
);
}
return match;
}

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/**
* The two-layer `brain/profile.md` line-grammar + the user-profile fold (SB-S0).
*
* NO YAML dependency (M2): the repo has no YAML parser, so the profile uses a
* defined line-grammar that round-trips with the regex idiom already in-tree
* (`state-updater.mjs` scalar regex). One fact = one line:
*
* - [<provenance>|<status>|<first_seen>|<last_seen>|<evidence_count>|<id>] <value>
*
* The six bracket tokens are all CONSTRAINED (two enums, two ISO dates, an int, a
* 12-hex id) none can contain `]` or `|`, so the first `]` unambiguously closes
* the bracket and `<value>` (free single-line text, may contain `]`/`|`/quotes) is
* everything after `] `. `parseProfile(serializeProfile(doc)) === doc` (SC2).
*/
import { mintEntityId } from "./id.js";
import { SCHEMA_VERSION } from "./types.js";
import type { FactStatus, ProfileDoc, ProfileFact, Provenance } from "./types.js";
const STATIC_HEADER = "## Static";
const DYNAMIC_HEADER = "## Dynamic";
/**
* One fact line. Tokens are pipe-joined in a fixed order; an empty value emits no
* trailing space (so the common source-absent fact is a clean `- [tokens]`).
*/
function serializeFact(f: ProfileFact): string {
const bracket = [
f.provenance,
f.status,
f.first_seen,
f.last_seen,
String(f.evidence_count),
f.id,
].join("|");
return f.value === "" ? `- [${bracket}]` : `- [${bracket}] ${f.value}`;
}
/** Deterministic full-document serialization; both sections always present. */
export function serializeProfile(doc: ProfileDoc): string {
const lines: string[] = [
"# Profile",
"",
`schemaVersion: ${doc.schemaVersion}`,
"",
STATIC_HEADER,
"",
...doc.static.map(serializeFact),
"",
DYNAMIC_HEADER,
"",
...doc.dynamic.map(serializeFact),
];
return lines.join("\n") + "\n";
}
const FACT_RE =
/^- \[(human|published|ai-draft)\|(active|superseded)\|(\d{4}-\d{2}-\d{2})\|(\d{4}-\d{2}-\d{2})\|(\d+)\|([0-9a-f]{12})\](?: (.*))?$/;
/**
* Parse a profile document back into the typed two-layer doc. Lines that are not
* fact lines or section headers (blank lines, the title) carry no data and are
* skipped the fact lines ARE the authoritative representation (C1), so nothing
* data-bearing is lost, and `parse ∘ serialize` is a true identity.
*/
export function parseProfile(text: string): ProfileDoc {
const schemaMatch = text.match(/^schemaVersion:\s*(\d+)\s*$/m);
const version = schemaMatch ? Number(schemaMatch[1]) : SCHEMA_VERSION;
if (version !== SCHEMA_VERSION) {
throw new Error(`unsupported profile schemaVersion: ${version} (expected ${SCHEMA_VERSION})`);
}
const staticFacts: ProfileFact[] = [];
const dynamicFacts: ProfileFact[] = [];
let section: "static" | "dynamic" | null = null;
for (const line of text.split("\n")) {
const trimmed = line.trim();
if (trimmed === STATIC_HEADER) {
section = "static";
continue;
}
if (trimmed === DYNAMIC_HEADER) {
section = "dynamic";
continue;
}
const m = line.match(FACT_RE);
if (!m) continue;
const fact: ProfileFact = {
provenance: m[1] as Provenance,
status: m[2] as FactStatus,
first_seen: m[3],
last_seen: m[4],
evidence_count: Number(m[5]),
id: m[6],
value: m[7] ?? "",
};
if (section === "static") staticFacts.push(fact);
else if (section === "dynamic") dynamicFacts.push(fact);
}
return { schemaVersion: SCHEMA_VERSION, static: staticFacts, dynamic: dynamicFacts };
}
// ── user-profile fold ──────────────────────────────────────────────────────────
//
// Folds the field-set of `config/user-profile.template.md` into the static layer
// (M4: extraction pinned against the real template). Exactly two productions, and
// a hard section boundary:
//
// P1 — labeled scalar: `**Label:** value` (optionally `- ` prefixed). A line
// whose value is EMPTY is a GROUP HEADER (`**Signature Elements:**`) and is
// skipped — only the scalar fields under it fold. A `[placeholder]` value
// is stored EMPTY (unfilled); a literal value is kept.
// P2 — expertise group: numbered lines under `**Core Expertise Areas …:**`
// become `expertise-area-N` fields.
// Boundary — extraction STOPS at the `### Research Tooling` section, so the
// deferred Research-MCP / Asset-Utilization prose (which uses the same
// `**Label:** value` syntax for explainer text) cannot leak in as fields.
//
// Deferred to a later slice when the profile schema grows (§8): the checkbox
// preference groups (Goals, Tone, MCPs, Assets), Content Style Mix, and the
// Voice-Profile-Summary qualities — none of which match P1/P2.
const PROFILE_FIELD_KIND = "profile-field";
interface ExtractedField {
label: string;
value: string;
}
/** A leading `[...]` bracketed placeholder means the field is unfilled → empty. */
function placeholderToEmpty(raw: string): string {
return /^\[[^\]]*\]/.test(raw) ? "" : raw;
}
/** Apply P1 + P2 over the template/instance text up to the Research-Tooling boundary. */
function extractFields(rawText: string): ExtractedField[] {
const cutoff = rawText.search(/^###\s+Research Tooling\b/m);
const text = cutoff === -1 ? rawText : rawText.slice(0, cutoff);
const fields: ExtractedField[] = [];
let inExpertise = false;
let expertiseIndex = 0;
for (const line of text.split("\n")) {
// P2 anchor — the expertise group header (value-less by construction).
if (/^\s*\*\*Core Expertise Areas\b.*:\*\*\s*$/.test(line)) {
inExpertise = true;
expertiseIndex = 0;
continue;
}
if (inExpertise) {
const item = line.match(/^\s*(\d+)\.\s+(.*)$/);
if (item) {
expertiseIndex += 1;
fields.push({ label: `expertise-area-${expertiseIndex}`, value: placeholderToEmpty(item[2].trim()) });
continue;
}
// A non-blank, non-numbered line closes the group; blanks keep it open.
if (line.trim() !== "") inExpertise = false;
}
// P1 — labeled scalar.
const m = line.match(/^\s*(?:- )?\*\*(.+?):\*\*\s*(.*)$/);
if (m) {
const value = m[2].trim();
if (value === "") continue; // group header — owned by its sub-fields, not a fact
fields.push({ label: m[1].trim(), value: placeholderToEmpty(value) });
}
}
return fields;
}
/**
* Fold the user-profile field-set into a two-layer `ProfileDoc.static`. The
* TEMPLATE defines the canonical field-set; an optional runtime INSTANCE supplies
* filled values; an optional EXISTING doc makes the fold idempotent.
*
* Lossless + idempotent (SC3):
* - source-absent every template field present, placeholder values empty;
* - populated each filled instance value carried onto the matching field;
* - re-run no duplication, a non-empty value is never overwritten, only
* `last_seen` is bumped to `today`.
*
* Pure the caller supplies the file texts and the run date (`today`).
*/
export function foldUserProfile(opts: {
templateText: string;
instanceText?: string;
existing?: ProfileDoc;
today: string;
}): ProfileDoc {
const { templateText, instanceText, existing, today } = opts;
const templateFields = extractFields(templateText);
const instanceByLabel = new Map(
(instanceText ? extractFields(instanceText) : []).map((f) => [f.label, f.value]),
);
const existingById = new Map((existing?.static ?? []).map((f) => [f.id, f]));
const staticFacts: ProfileFact[] = templateFields.map((tf) => {
const id = mintEntityId({ kind: PROFILE_FIELD_KIND, key: tf.label });
const instanceValue = instanceByLabel.get(tf.label);
// Prefer a filled instance value over the template's (possibly empty) value.
const incomingValue = instanceValue !== undefined && instanceValue !== "" ? instanceValue : tf.value;
const prev = existingById.get(id);
if (prev) {
// Idempotent merge: never overwrite a non-empty value; fill empties; bump last_seen.
return { ...prev, value: prev.value !== "" ? prev.value : incomingValue, last_seen: today };
}
return {
id,
value: incomingValue,
first_seen: today,
last_seen: today,
evidence_count: 0,
provenance: "human",
status: "active",
};
});
return { schemaVersion: SCHEMA_VERSION, static: staticFacts, dynamic: existing?.dynamic ?? [] };
}

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/**
* `initBrain` the idempotent runtime scaffold for the second brain (SB-S0 D1/D5).
*
* Creates the `brain/` + `ingest/` tree under the per-user data dir (via the
* `dataRoot` resolver, so `LINKEDIN_STUDIO_DATA` relocates it for tests + real
* installs). Idempotent + migration-safe: a directory that exists is left alone,
* a file that exists is NEVER rewritten (compare-then-skip, never blind-write)
* so a second run is a no-op and a user-edited file is preserved.
*
* NO session-start wiring (SB-S2 owns that) this only ships the invokable init.
*/
import { existsSync, mkdirSync, readFileSync, writeFileSync } from "node:fs";
import { dirname, join } from "node:path";
import { fileURLToPath } from "node:url";
import { dataRoot } from "./dataRoot.js";
import { foldUserProfile, serializeProfile } from "./profile.js";
const HERE = dirname(fileURLToPath(import.meta.url));
/** The shipped template that defines the canonical profile field-set. */
const TEMPLATE_PATH = join(HERE, "..", "..", "..", "config", "user-profile.template.md");
/** The runtime instance (if the user copied + filled the template). */
const INSTANCE_SUB = join("profile", "user-profile.md");
const SCAFFOLD_DIRS = ["brain/journal", "ingest/inbox", "ingest/published"];
function today(): string {
return new Date().toISOString().slice(0, 10);
}
function indexSeed(): string {
return `# Brain — Index (MOC)
> Map of Content one screen pointing at every tributary, with a freshness flag.
> Generated by \`brain init\`; safe to hand-edit (a re-run never clobbers it).
| Tributary | What it holds | Freshness |
|-----------|---------------|-----------|
| voice-samples | writing style | |
| specifics-bank | lived raw material | |
| trends | external signal | |
| analytics | performance | |
| ingest | inbox + published (the gold signal) | |
- [profile.md](profile.md) semantic, two-layer (static + dynamic) profile
- [operations.md](operations.md) plans · ideas · the "who I am now" anchor
- journal/ episodic, append-only session log (the consolidation loop's source)
`;
}
function operationsSeed(): string {
return `# Operations
## Who I am now (anchor)
<!-- Frozen-past-self guard: a periodic, user-authored "where I'm headed now"
statement that deprecates older inferences. Update it when your direction shifts. -->
## Plans
## Ideas
`;
}
function profileSeed(): string {
const templateText = readFileSync(TEMPLATE_PATH, "utf8");
const instancePath = dataRoot(INSTANCE_SUB);
const instanceText = existsSync(instancePath) ? readFileSync(instancePath, "utf8") : undefined;
return serializeProfile(foldUserProfile({ templateText, instanceText, today: today() }));
}
export interface InitResult {
/** Data-relative paths created this run. */
created: string[];
/** Data-relative paths that already existed and were left untouched. */
skipped: string[];
}
/**
* Create the brain scaffold idempotently. Returns the created/skipped split.
* File content seeds are computed lazily, so an already-present file costs no
* template read or fold.
*/
export function initBrain(): InitResult {
const created: string[] = [];
const skipped: string[] = [];
for (const sub of SCAFFOLD_DIRS) {
const abs = dataRoot(sub);
if (existsSync(abs)) {
skipped.push(sub);
} else {
mkdirSync(abs, { recursive: true });
created.push(sub);
}
}
const files: Array<{ sub: string; seed: () => string }> = [
{ sub: "brain/profile.md", seed: profileSeed },
{ sub: "brain/index.md", seed: indexSeed },
{ sub: "brain/operations.md", seed: operationsSeed },
];
for (const { sub, seed } of files) {
const abs = dataRoot(sub);
if (existsSync(abs)) {
skipped.push(sub);
continue;
}
mkdirSync(dirname(abs), { recursive: true });
writeFileSync(abs, seed(), "utf8");
created.push(sub);
}
return { created, skipped };
}

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/**
* Shared types + constants for the second-brain foundation (SB-S0).
*
* The two invariants this module pins (architecture.md §"Invariants"):
* - ONE provenance shape across the whole brain: `human | published | ai-draft`.
* The model-collapse guard (profile/voice learn from `published` only) hangs on
* this being the single source of truth, not reinvented per silo.
* - ONE canonical entity-id + one fact record shape (the six fields below), so a
* later slice can thread the id through tributaries (SB-S3) without re-deciding
* the record schema.
*/
/** The single provenance vocabulary for the whole brain. */
export type Provenance = "human" | "published" | "ai-draft";
/** A fact is `active` until a later, superseding fact demotes it (SB-S2). */
export type FactStatus = "active" | "superseded";
/** The accepted provenance values, as a runtime list (used by normalizeProvenance). */
export const PROVENANCE_VALUES: readonly Provenance[] = ["human", "published", "ai-draft"] as const;
/** The accepted fact-status values, as a runtime list. */
export const FACT_STATUS_VALUES: readonly FactStatus[] = ["active", "superseded"] as const;
/** The profile schema version — bumped only on a breaking grammar change. */
export const SCHEMA_VERSION = 1 as const;
/**
* One distilled fact in `brain/profile.md`. Every fact carries all six fields so
* the consolidation loop (SB-S2) has evidence/provenance/temporal context to
* promote, decay, and reconcile against.
*/
export interface ProfileFact {
/** Canonical entity id (id.ts), keyed on a stable slug — stable across value edits. */
id: string;
/** Single-line value (no embedded newline — enforced by the line-grammar). */
value: string;
/** YYYY-MM-DD — first observation. */
first_seen: string;
/** YYYY-MM-DD — most recent observation. */
last_seen: string;
/** How many independent observations back this fact (threshold-promotion, SB-S2). */
evidence_count: number;
/** Where the fact came from — drives provenance-weighted learning. */
provenance: Provenance;
/** `active` or `superseded`. */
status: FactStatus;
}
/** The two-layer profile document: stable `static` facts + evolving `dynamic` facts. */
export interface ProfileDoc {
schemaVersion: typeof SCHEMA_VERSION;
static: ProfileFact[];
dynamic: ProfileFact[];
}

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import { describe, test } from "node:test";
import assert from "node:assert/strict";
import { readFileSync } from "node:fs";
import { dirname, join } from "node:path";
import { fileURLToPath } from "node:url";
import { foldUserProfile } from "../src/profile.js";
import { mintEntityId } from "../src/id.js";
import type { ProfileDoc } from "../src/types.js";
const here = dirname(fileURLToPath(import.meta.url));
const TEMPLATE = readFileSync(join(here, "../../../config/user-profile.template.md"), "utf8");
const POPULATED = readFileSync(join(here, "../fixtures/user-profile.populated.md"), "utf8");
const D1 = "2026-06-23";
const D2 = "2026-07-01";
/** Look a fact up by its source label via the canonical id. */
const byLabel = (doc: ProfileDoc, label: string) =>
doc.static.find((f) => f.id === mintEntityId({ kind: "profile-field", key: label }));
const FIELD_COUNT = 27; // 22 P1 labeled scalars + 5 P2 expertise areas
describe("foldUserProfile (SC3)", () => {
describe("SC3a — source-absent", () => {
const doc = foldUserProfile({ templateText: TEMPLATE, today: D1 });
test("lists every template field (22 P1 + 5 P2), no dynamic facts", () => {
assert.equal(doc.static.length, FIELD_COUNT);
assert.equal(doc.dynamic.length, 0);
});
test("placeholder fields fold to an empty value", () => {
assert.equal(byLabel(doc, "Name")?.value, "");
assert.equal(byLabel(doc, "Current Role")?.value, "");
assert.equal(byLabel(doc, "expertise-area-1")?.value, "");
assert.equal(byLabel(doc, "Follower count")?.value, "");
assert.equal(byLabel(doc, "Topics to AVOID")?.value, "");
});
test("the lone literal template field (Disclaimer) keeps its boilerplate", () => {
assert.equal(byLabel(doc, "Important Disclaimer")?.value.startsWith("All articles"), true);
});
test("deferred Research-Tooling prose does not leak in as fields", () => {
assert.equal(byLabel(doc, "Always-available floor (no MCP needed)"), undefined);
assert.equal(byLabel(doc, "Preferred order (optional)"), undefined);
});
test("every folded fact has the canonical shape", () => {
for (const f of doc.static) {
assert.match(f.id, /^[0-9a-f]{12}$/);
assert.equal(f.provenance, "human");
assert.equal(f.status, "active");
assert.equal(f.evidence_count, 0);
assert.equal(f.first_seen, D1);
assert.equal(f.last_seen, D1);
}
});
});
describe("SC3b — populated (lossless)", () => {
const doc = foldUserProfile({ templateText: TEMPLATE, instanceText: POPULATED, today: D1 });
test("same field-set size — fold neither drops nor invents fields", () => {
assert.equal(doc.static.length, FIELD_COUNT);
});
test("every filled value is carried (none dropped)", () => {
assert.equal(doc.static.every((f) => f.value !== ""), true);
});
test("specific filled values land on the right fields", () => {
assert.equal(byLabel(doc, "Name")?.value, "Jordan Avery");
assert.equal(byLabel(doc, "Current Role")?.value, "Senior Data Engineer");
assert.equal(byLabel(doc, "expertise-area-1")?.value, "Streaming data pipelines");
assert.equal(byLabel(doc, "expertise-area-5")?.value, "Team data literacy");
assert.equal(byLabel(doc, "Topics to AVOID")?.value, "Crypto");
assert.equal(byLabel(doc, "Follower count")?.value, "2,400");
assert.equal(byLabel(doc, "Phrases you commonly use")?.value, '"ship the boring thing"');
});
});
describe("SC3c — idempotent re-run", () => {
test("re-running source-absent over its own output changes nothing", () => {
const a = foldUserProfile({ templateText: TEMPLATE, today: D1 });
const a2 = foldUserProfile({ templateText: TEMPLATE, existing: a, today: D1 });
assert.deepEqual(a2, a);
});
test("re-running populated over its own output changes nothing (no dup)", () => {
const b = foldUserProfile({ templateText: TEMPLATE, instanceText: POPULATED, today: D1 });
const b2 = foldUserProfile({ templateText: TEMPLATE, instanceText: POPULATED, existing: b, today: D1 });
assert.deepEqual(b2, b);
assert.equal(b2.static.length, FIELD_COUNT);
});
test("a later run bumps last_seen but preserves first_seen and value", () => {
const b = foldUserProfile({ templateText: TEMPLATE, instanceText: POPULATED, today: D1 });
const later = foldUserProfile({ templateText: TEMPLATE, instanceText: POPULATED, existing: b, today: D2 });
const name = byLabel(later, "Name");
assert.equal(name?.first_seen, D1);
assert.equal(name?.last_seen, D2);
assert.equal(name?.value, "Jordan Avery");
});
test("re-folding source-absent over a populated existing never wipes a filled value", () => {
const b = foldUserProfile({ templateText: TEMPLATE, instanceText: POPULATED, today: D1 });
const over = foldUserProfile({ templateText: TEMPLATE, existing: b, today: D2 });
assert.equal(byLabel(over, "Name")?.value, "Jordan Avery");
});
});
});

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@ -0,0 +1,73 @@
import { describe, test } from "node:test";
import assert from "node:assert/strict";
import { slugify, mintEntityId, normalizeProvenance } from "../src/id.js";
describe("id module (SC4)", () => {
describe("slugify", () => {
test("lowercases, trims, and dashes non-alphanumeric runs", () => {
assert.equal(slugify("Current Role"), "current-role");
});
test("collapses repeated separators and strips edge dashes", () => {
assert.equal(slugify(" Core Expertise Areas (5 topics) "), "core-expertise-areas-5-topics");
});
test("is stable across case + whitespace variation of the same label", () => {
assert.equal(slugify("Current Role"), slugify(" current ROLE "));
});
});
describe("mintEntityId", () => {
test("is deterministic — same seed yields the same id", () => {
assert.equal(
mintEntityId({ kind: "profile-field", key: "Current Role" }),
mintEntityId({ kind: "profile-field", key: "Current Role" }),
);
});
test("is stable across label case/whitespace (id keyed on the slug)", () => {
assert.equal(
mintEntityId({ kind: "profile-field", key: "Current Role" }),
mintEntityId({ kind: "profile-field", key: " current ROLE " }),
);
});
test("different key yields a different id", () => {
assert.notEqual(
mintEntityId({ kind: "profile-field", key: "Current Role" }),
mintEntityId({ kind: "profile-field", key: "Organization" }),
);
});
test("different kind yields a different id (kind is part of the seed)", () => {
assert.notEqual(
mintEntityId({ kind: "profile-field", key: "role" }),
mintEntityId({ kind: "expertise-area", key: "role" }),
);
});
test("id is 12 lowercase hex characters", () => {
assert.match(mintEntityId({ kind: "profile-field", key: "Name" }), /^[0-9a-f]{12}$/);
});
});
describe("normalizeProvenance", () => {
test("returns each accepted value unchanged", () => {
assert.equal(normalizeProvenance("human"), "human");
assert.equal(normalizeProvenance("published"), "published");
assert.equal(normalizeProvenance("ai-draft"), "ai-draft");
});
test("trims and lowercases before matching", () => {
assert.equal(normalizeProvenance(" Human "), "human");
assert.equal(normalizeProvenance("AI-DRAFT"), "ai-draft");
});
test("throws on anything outside the provenance vocabulary", () => {
assert.throws(() => normalizeProvenance("robot"));
assert.throws(() => normalizeProvenance(""));
assert.throws(() => normalizeProvenance("humanoid"));
});
});
});

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@ -0,0 +1,80 @@
import { describe, test } from "node:test";
import assert from "node:assert/strict";
import { parseProfile, serializeProfile } from "../src/profile.js";
import { SCHEMA_VERSION } from "../src/types.js";
import type { ProfileDoc, ProfileFact } from "../src/types.js";
const fact = (over: Partial<ProfileFact> = {}): ProfileFact => ({
id: "abc123def456",
value: "a value",
first_seen: "2026-06-23",
last_seen: "2026-06-23",
evidence_count: 0,
provenance: "human",
status: "active",
...over,
});
describe("profile line-grammar (SC2)", () => {
test("serialized text exposes both section headers", () => {
const text = serializeProfile({ schemaVersion: SCHEMA_VERSION, static: [], dynamic: [] });
assert.match(text, /^## Static$/m);
assert.match(text, /^## Dynamic$/m);
assert.match(text, /^schemaVersion: 1$/m);
});
test("parse ∘ serialize is identity over the whole doc", () => {
const doc: ProfileDoc = {
schemaVersion: SCHEMA_VERSION,
static: [
fact({ id: "0123456789ab", value: "Kjell Tore", provenance: "human" }),
fact({ id: "fedcba987654", value: "", evidence_count: 3, provenance: "published" }),
],
dynamic: [
fact({ id: "aaaabbbbcccc", value: "leans contrarian", status: "superseded", last_seen: "2026-06-20" }),
],
};
assert.deepEqual(parseProfile(serializeProfile(doc)), doc);
});
test("a value containing ], | and quotes round-trips intact", () => {
const tricky = 'uses "scare quotes" | pipes | and a ] bracket';
const doc: ProfileDoc = {
schemaVersion: SCHEMA_VERSION,
static: [fact({ value: tricky })],
dynamic: [],
};
const round = parseProfile(serializeProfile(doc));
assert.equal(round.static[0].value, tricky);
assert.deepEqual(round, doc);
});
test("an empty-value fact round-trips to an empty string (the source-absent case)", () => {
const doc: ProfileDoc = {
schemaVersion: SCHEMA_VERSION,
static: [fact({ value: "" })],
dynamic: [],
};
const round = parseProfile(serializeProfile(doc));
assert.equal(round.static[0].value, "");
assert.deepEqual(round, doc);
});
test("section attribution is preserved (static vs dynamic do not bleed)", () => {
const doc: ProfileDoc = {
schemaVersion: SCHEMA_VERSION,
static: [fact({ id: "111111111111", value: "static one" })],
dynamic: [fact({ id: "222222222222", value: "dynamic one" })],
};
const round = parseProfile(serializeProfile(doc));
assert.equal(round.static.length, 1);
assert.equal(round.dynamic.length, 1);
assert.equal(round.static[0].value, "static one");
assert.equal(round.dynamic[0].value, "dynamic one");
});
test("an unsupported schemaVersion throws", () => {
assert.throws(() => parseProfile("# Profile\n\nschemaVersion: 99\n\n## Static\n\n## Dynamic\n"));
});
});

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@ -0,0 +1,78 @@
import { describe, test, beforeEach, afterEach } from "node:test";
import assert from "node:assert/strict";
import { mkdtempSync, rmSync, existsSync, readFileSync, statSync, writeFileSync } from "node:fs";
import { join } from "node:path";
import { tmpdir } from "node:os";
import { initBrain } from "../src/scaffold.js";
import { parseProfile } from "../src/profile.js";
const EXPECTED_DIRS = ["brain", "brain/journal", "ingest", "ingest/inbox", "ingest/published"];
const EXPECTED_FILES = ["brain/profile.md", "brain/index.md", "brain/operations.md"];
describe("initBrain scaffold (SC1)", () => {
let root: string;
const prevEnv = process.env.LINKEDIN_STUDIO_DATA;
beforeEach(() => {
root = mkdtempSync(join(tmpdir(), "brain-scaffold-"));
process.env.LINKEDIN_STUDIO_DATA = root;
});
afterEach(() => {
if (prevEnv === undefined) delete process.env.LINKEDIN_STUDIO_DATA;
else process.env.LINKEDIN_STUDIO_DATA = prevEnv;
rmSync(root, { recursive: true, force: true });
});
test("creates the full brain/ + ingest/ tree at the runtime data-path", () => {
const res = initBrain();
for (const d of EXPECTED_DIRS) {
assert.ok(existsSync(join(root, d)) && statSync(join(root, d)).isDirectory(), `dir ${d}`);
}
for (const f of EXPECTED_FILES) {
assert.ok(existsSync(join(root, f)), `file ${f}`);
}
// first run reports everything as created, nothing skipped
assert.equal(res.skipped.length, 0);
assert.ok(res.created.length >= EXPECTED_FILES.length);
});
test("profile.md is a parseable two-layer doc seeded from the template", () => {
initBrain();
const doc = parseProfile(readFileSync(join(root, "brain/profile.md"), "utf8"));
assert.equal(doc.schemaVersion, 1);
assert.ok(doc.static.length > 0, "static layer seeded from the template field-set");
});
test("index.md and operations.md carry their real seed anchors", () => {
initBrain();
const index = readFileSync(join(root, "brain/index.md"), "utf8");
const ops = readFileSync(join(root, "brain/operations.md"), "utf8");
for (const trib of ["voice-samples", "specifics-bank", "trends", "analytics", "ingest"]) {
assert.match(index, new RegExp(trib), `index mentions ${trib}`);
}
assert.match(ops, /Who I am now/);
assert.match(ops, /## Plans/);
assert.match(ops, /## Ideas/);
});
test("a second invocation is a no-op — every target skipped, content unchanged", () => {
initBrain();
const before = EXPECTED_FILES.map((f) => readFileSync(join(root, f), "utf8"));
const res2 = initBrain();
assert.equal(res2.created.length, 0, "nothing re-created");
assert.ok(res2.skipped.length >= EXPECTED_FILES.length, "everything skipped");
const after = EXPECTED_FILES.map((f) => readFileSync(join(root, f), "utf8"));
assert.deepEqual(after, before, "no clobber of existing content");
});
test("a second invocation never clobbers a user-edited file", () => {
initBrain();
const opsPath = join(root, "brain/operations.md");
const edited = readFileSync(opsPath, "utf8") + "\n## Plans\n- ship SB-S1\n";
writeFileSync(opsPath, edited, "utf8");
initBrain();
assert.equal(readFileSync(opsPath, "utf8"), edited, "user edit preserved");
});
});

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@ -0,0 +1,16 @@
{
"compilerOptions": {
"target": "ES2022",
"module": "Node16",
"moduleResolution": "Node16",
"outDir": "./build",
"rootDir": "./src",
"strict": true,
"esModuleInterop": true,
"skipLibCheck": true,
"forceConsistentCasingInFileNames": true,
"declaration": true
},
"include": ["src/**/*"],
"exclude": ["node_modules", "build", "tests"]
}

View file

@ -695,6 +695,34 @@ fi
echo ""
# --- Section 16b: Brain Foundation (SB-S0) ---
echo "--- Brain Foundation ---"
# The second-brain foundation (scripts/brain, SB-S0) ships the brain/ scaffold
# initialiser, the two-layer profile.md line-grammar, the lossless+idempotent
# user-profile fold, and the canonical entity-id + provenance module. This is the
# spine later slices hang on (the id threads through tributaries in SB-S3, the
# evolution loop consumes the profile in SB-S2), so the suite stays green and its
# case count never erodes. KTG-internal: skipped (warn, never fail) for an adopter
# that ships no brain deps. Same set +e / subshell discipline as Sections 14-16
# (bash 3.2-safe; keeps a red npm test from aborting the runner under set -e).
BR_DIR="scripts/brain"
if [ -x "$BR_DIR/node_modules/.bin/tsx" ]; then
BR_OUT=$( set +e; (cd "$BR_DIR" && npm test) 2>&1; echo "BR_EXIT:$?" )
BR_EXIT=$(echo "$BR_OUT" | grep -oE 'BR_EXIT:[0-9]+' | grep -oE '[0-9]+' | head -1)
BR_TESTS=$(echo "$BR_OUT" | grep -oE 'tests [0-9]+' | grep -oE '[0-9]+' | tail -1)
BRAIN_TESTS_FLOOR=34 # SB-S0: id(11) + profile(6) + fold(12) + scaffold(5)
if [ "$BR_EXIT" = "0" ] && [ -n "$BR_TESTS" ] && [ "$BR_TESTS" -ge "$BRAIN_TESTS_FLOOR" ]; then
pass "brain suite green: $BR_TESTS tests pass (floor $BRAIN_TESTS_FLOOR)"
else
fail "brain suite NOT green (exit=${BR_EXIT:-?}, tests=${BR_TESTS:-?}, floor $BRAIN_TESTS_FLOOR) — run: (cd $BR_DIR && npm test)"
fi
else
warn "brain skipped — deps absent ($BR_DIR/node_modules); run: (cd $BR_DIR && npm install)"
fi
echo ""
# --- Section 17: De-Niche Guard (B-S1 + B-S2) ---
echo "--- De-Niche Guard ---"
@ -764,14 +792,15 @@ echo ""
# --- Section 18: Assertion-Count Anti-Erosion (SC6) ---
# The lint self-modifies its own checks, so a green run could mask a silently dropped
# assertion. Pin the pre-M0 total (74 pass()+fail() invocations) as a floor; the count
# may only grow (brief-reviewer assumption 3). Runs last so TOTAL_CHECKS sees every prior check.
ASSERT_BASELINE_PRE_M0=74
# assertion. Pin the total pass()+fail() invocations as a monotonic floor; the count
# may only grow (brief-reviewer assumption 3). History: 74 pre-M0; +1 for the SB-S0
# brain-suite floor (Section 16b) = 75. Runs last so TOTAL_CHECKS sees every prior check.
ASSERT_BASELINE_FLOOR=75
TOTAL_CHECKS=$((PASS + FAIL))
if [ "$TOTAL_CHECKS" -ge "$ASSERT_BASELINE_PRE_M0" ]; then
pass "assertion-count anti-erosion: $TOTAL_CHECKS checks >= pre-M0 baseline $ASSERT_BASELINE_PRE_M0"
if [ "$TOTAL_CHECKS" -ge "$ASSERT_BASELINE_FLOOR" ]; then
pass "assertion-count anti-erosion: $TOTAL_CHECKS checks >= baseline floor $ASSERT_BASELINE_FLOOR"
else
fail "assertion count $TOTAL_CHECKS < pre-M0 baseline $ASSERT_BASELINE_PRE_M0 — a check was silently removed"
fail "assertion count $TOTAL_CHECKS < baseline floor $ASSERT_BASELINE_FLOOR — a check was silently removed"
fi
echo ""