linkedin-studio/scripts/specifics-bank/README.md
Kjell Tore Guttormsen 33f18c35e6 feat(linkedin-studio): per-edition lived-specifics binding + kilder artifact (fix #2 slice 2)
Slice 2 of fix #2 (kilde-så-draft): the per-edition bridge between the global
specifics-bank (slice 1) and a draft. In scripts/specifics-bank:

- binding.ts — livedSpecifics slot-map model + validateBinding, the «vaghet
  avvises» gate (G4). BLOCK on unresolved / dangling specific-id / unjustified
  abstrakt; WARN on an unverified-number-backed slot (regel 6/7); PASS otherwise.
- kilder.ts — renderKilder, the read-only NN-kilder.md sources ledger, rendered
  deterministically from the slot-map + bank (coverage via validateBinding, so
  the artifact and the skeleton-gate cannot disagree).
- cli.ts — validate-binding (exit 1 = BLOCK) + render-kilder subcommands.

edition-state schema gains articles.NN.livedSpecifics ({ slots, status }) + _doc.
Design record + the Step 2 research re-scope spec: docs/fix2/slice2-binding.md.

Wiring into newsletter.md (Step 1.5 elicitation + Step 2.5 gate + pipeline 17->18)
is slice 3 — not in this commit.

Tests 28/28 (specifics-bank; +9 binding +4 kilder), tsc clean, plugin gate 83/0/0
unaffected, gitleaks clean on all 8 files.

[skip-docs] internal plumbing — no command/agent/pipeline surface change until
slice 3 wires it; documenting it in the user-facing root CLAUDE.md/README now would
overclaim unreachable functionality. Docs ARE updated where they belong: the design
record docs/fix2/slice2-binding.md, scripts/specifics-bank/README.md, and the
edition-state _doc. Root-doc update lands with the slice-3 wiring feat.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-20 21:33:44 +02:00

87 lines
3.8 KiB
Markdown

# specifics-bank — the lived-specifics inventory (Fix #2, kilde-så-draft)
A deterministic, topic-tagged store of the operator's **real, un-generatable raw
material** — the specific measured number, the named (anonymized-but-real) case, the
thing that actually broke, the unfashionable opinion privately held, the moment they
changed their mind. The point (retning §3, dream-spec «Lived-Specifics Extraction»):
**sourcing, not styling, is where authenticity is won.** Drafts must draw from real
inventory instead of inventing plausible filler, so every downstream voice gate polishes
grounded content, not hollow content.
This is the **store half** (deterministic + tested). The **elicitation half** — a guided
interview that refuses vague answers (escape hatches: mark a slot `abstrakt` or `ekstern`)
— lives in the command layer (`/linkedin:newsletter` Step 1.5, slice 3). The bank never
holds AI-generated lived experience; every `content` is the operator's own words.
## Where the bank lives
`${LINKEDIN_STUDIO_DATA:-$HOME/.claude/linkedin-studio}/specifics-bank/specifics-bank.json`
It sits in the per-user data dir (M0 data-path convention), **outside** the plugin
install, so it **survives plugin upgrades and reinstalls**. It is the first concrete
tributary of the broader profile-evolution / "second brain" architecture.
## Setup
```bash
cd scripts/specifics-bank && npm install
```
## Use
```bash
# Surface inventory the operator already has for an edition's topics
node --import tsx src/cli.ts query --tags "saksbehandling,produktivitet"
# Fold newly-elicited material back into the bank
node --import tsx src/cli.ts add --type number \
--content "Saksbehandleren sparte to dager i uka." \
--tags "saksbehandling,produktivitet" --source "seres/05"
# Inspect the whole bank
node --import tsx src/cli.ts list
```
Flags: `--bank <path>` overrides the default location; `--json` emits machine output for
`query`/`list`. `add` defaults `--verification` to `unverified` (numbers stay
guilty-until-checked — regel 6/7) and `--source` to `manual`.
`--type``number | named-case | what-broke | contrarian | mind-change | other`.
## Model
- **Dedupe key** = `sha256(normalizeContent(content)).slice(0,12)` (lowercase + trimmed +
whitespace-collapsed). Re-capturing the same material under a new edition's topic does
**not** add a second entry — its `topicTags` are unioned in, enriching the record.
- **Query** returns active specifics whose tags overlap, ranked by overlap (desc) then
recency (`capturedAt` desc); archived material is kept but never offered.
- **Content is stored verbatim**; only the id is normalized.
## Per-edition binding (slice 2)
The bank is the *global* inventory; an edition *binds* its load-bearing claims to
real material before any prose exists. That bridge lives here too:
- `binding.ts` — the per-edition slot-map model + `validateBinding`, the
«vaghet avvises» gate (a slot must be `specific` / `abstrakt` / `ekstern`; an
`unresolved` slot, a dangling specific id, or an unjustified `abstrakt` → BLOCK;
an unverified-number-backed slot → WARN per regel 6/7).
- `kilder.ts``renderKilder`, the read-only `NN-kilder.md` sources artifact,
rendered deterministically from the slot-map + the bank.
```bash
# Gate one edition's binding (exit 1 = BLOCK)
node --import tsx src/cli.ts validate-binding --edition "<abs>/linkedin/edition-state.json"
# Render the sources ledger
node --import tsx src/cli.ts render-kilder --edition "<abs>/linkedin/edition-state.json" --out "<abs>/linkedin/NN-kilder.md"
```
Design record + the Step 2 research re-scope spec: `docs/fix2/slice2-binding.md`.
The elicitation interview that POPULATES the slot-map (Step 1.5) is slice 3.
## Test
```bash
npm test # node:test, deterministic (callers supply capturedAt)
npm run build # tsc — must stay clean
```