git:20260729.9b134e7 to git:20260729.b0ec1f6

29 added, 20 removed. Audit A to A.

---

name: synthesis-knowledge-capture

- description: Capture durable facts learned during an AI session and merge them into a long-lived OKF knowledge base — in place, deduplicated, and confidentiality-routed — instead of letting them evaporate in the transcript. Covers fact extraction, routing a fact to the right repo by confidentiality tier, scanning the corpus for every existing mention before writing, merging in place rather than blind-appending, reconciling (never blind-flipping) a fact that conflicts with the corpus, OKF validation, provenance logging, and commit hygiene with a held push. Use at session end, when told to "capture this," "update the knowledge base," "merge this into ai-knowledge," or when a session surfaces a corrected or new fact about people, org structure, products, decisions, or strategy.

+ description: Capture durable facts learned during an AI session and merge them into a long-lived OKF knowledge base — in place, deduplicated, and confidentiality-routed — instead of letting them evaporate in the transcript. Covers fact extraction, routing a fact to the right repo by confidentiality tier, scanning the corpus for every existing mention before writing, merging in place rather than blind-appending, reconciling (never blind-flipping) a fact that conflicts with the corpus, configured OKF validation, provenance logging, and handoff to synthesis-kb-edit for repository-policy-aware shipping. Use at session end, when told to "capture this," "update the knowledge base," "merge this into ai-knowledge," or when a session surfaces a corrected or new fact about people, org structure, products, decisions, or strategy.

license: CC0-1.0

- depends_on: [synthesis-okf]

+ depends_on:

+ - synthesis-okf

+ - synthesis-kb-edit

metadata:

author: Rajiv Pant

---

# Knowledge Capture

- **Version 1.0.0** (2026-07-29)

+ **Version 1.1.0** (2026-07-29)

A fact learned in a session and not written to the durable knowledge base is a

fact lost. This skill is the disciplined path from "the agent now knows X" to

"the knowledge base now knows X" — without duplicating, without overwriting a

still-true fact, and without leaking a confidential fact into a shared corpus.

## Why it exists

Most knowledge bases have a rule like *"update `source/` when you learn

something."* A rule is not a workflow, and a manual rule drifts. The failure has

three shapes, all real:

- **Evaporation.** The corrected fact lives only in the session transcript. The

next session starts blind and repeats the old mistake.

- **Duplication.** A naive append adds a second, contradictory concept. Now the

corpus asserts two things and a reader cannot tell which is current.

- **Destruction.** A blind overwrite deletes a framing that was still accurate

on a different axis, replacing signal with a plausible error.

The canonical trigger: an agent learns a corrected fact about a person's role.

The corpus already holds several references to that person under a prior

framing. Evaporation loses the correction; duplication contradicts; a blind flip

destroys references that were right all along. The only safe path is: find every

existing mention first, decide in place, reconcile rather than flip, cite the

source. That path is this skill.

## The configuration contract

All routing specifics live in a PRIVATE config the skill reads at load time:

```

~/.synthesis/knowledge-capture/config.json

```

It maps knowledge **domains** to a target repo, a confidentiality **tier**, and

the OKF bundle path inside that repo; it names the **confidential terms** that

must never reach a public repo; and it records each repo's **push posture**

(auto, or hold-for-approval). This skill is generic and publishable; the config

is neither. If the config is missing, STOP and say so — routing a fact without

the routing table is guessing, and guessing about confidentiality is how a

private fact ends up in a shared corpus.

+ Each target repository must also carry `.agents/knowledge-base.yaml`. The

+ private capture config answers **which repository receives the fact**; the

+ repository contract answers **what may be edited there, which schema applies,

+ and how the change ships**. Stop if either layer is missing or they disagree on

+ the bundle path.

## The capture workflow

Run these in order. Never skip step 3.

1. **Extract.** From the session, list the *durable* facts — things true beyond

this conversation: people, roles, reporting lines, product ownership,

decisions and their rationale, stable technical facts. Exclude the ephemeral

(today's task state, one-off logistics). State each as one atomic claim with

its in-session source (who said it, which tool call surfaced it).

2. **Route.** For each fact, choose the target from config by confidentiality

tier (see Confidentiality routing). One fact may split: the neutral fact to a

shared KB, the candid framing to a private one.

3. **Scan before writing.** Run `kb_scan.py` for every entity the fact touches,

across the target bundle. This returns *every* file and line that already

mentions the entity. You cannot merge in place without first knowing every

place the entity already lives. This step is mandatory; skipping it is how

duplication and destruction happen.

4. **Merge in place.** Update the concept that owns the fact (a person's

directory entry, a product's page). Do not append a new dated note to a

reference concept — reference tiers are updated in place. If the fact is

genuinely new (a departure, a new hire), add it to the concept that already

holds that class of fact (the departures table, the roster).

- 5. **Validate.** Run the `synthesis-okf` validator on the bundle. Every touched

- file must still parse its frontmatter and carry a non-empty `type`. Fix

- before committing.

+ 5. **Validate.** Run both `synthesis-okf` layers: OKF conformance on the bundle

+ and configured metadata consistency on every touched concept. Resolve all

+ conformance errors, conflicts, and duplicates before shipping.

6. **Log provenance.** Append a `log.md` entry (`## YYYY-MM-DD`, newest first)

naming what changed and the in-session source. `log.md` is OKF-reserved and

excluded from compiled knowledge; it is the audit trail, not content.

- 7. **Commit and hold.** Stage only the files this merge touched. Write a commit

- message that says *what area* changed, never the sensitive specifics (see

- Commit hygiene). Push only per the repo's config posture — hold for approval

- on any shared or mirrored repo.

+ 7. **Ship through `synthesis-kb-edit`.** Hand the exact touched-file list and

+ validation results to the configured editor workflow. It rechecks editable,

+ refused, generated, confidentiality, branch, host, and review policy before

+ staging or publishing anything.

## Merge discipline — the four hard rules

1. **Scan first, always.** No write without a completed `kb_scan.py` for every

entity involved. The scan is the difference between merging and littering.

2. **In place, not append.** Stable facts are corrected where they live. A new

concept file is for a genuinely new unit of knowledge, not for a fact that

updates an existing one.

3. **Reconcile, never blind-flip.** When a new fact contradicts the corpus, the

contradiction is data, not a mandate to overwrite. See below.

4. **No fact without a source.** Every merged claim cites its in-session origin.

If you cannot name who said it or which tool surfaced it, you cannot write it

— the same provenance bar the rest of the synthesis stack enforces.

## Confidentiality routing

- **Default to the most private tier that fits.** When unsure whether a fact

belongs in a shared corpus, it does not. Route it private and flag the

question.

- **Split neutral from candid.** Org-structure facts (title, reporting line,

who owns a product) are usually fine for a shared internal KB. Candid framing

(why someone left, a performance read, negotiation posture) is not — that is

private, always, regardless of how the fact was learned.

- **A public repo takes no confidential term.** If the target is a public repo,

the config's confidential-term list is a hard filter: any fact containing one

is rerouted to a private target or dropped, never sanitized-and-shipped.

- **Learned-in-a-shared-channel is not permission.** Where a fact was surfaced

does not set where it may be stored. The confidentiality tier of the *fact*

governs, per config.

## Reconcile, never blind-flip

When a new fact contradicts what the corpus already says, stop and resolve the

*shape* of the disagreement before writing:

- **Staleness** — the corpus is simply out of date. Update in place; the old

framing is wrong now.

- **Axis** — both are true on different axes (a person can lead a business unit

*and* report through a commercial line; a title and a functional role are not

the same statement). Add the new axis; leave the still-true one.

- **Ambiguity in the new fact** — the sentence that delivered the fact may

parse two ways. Resolve the antecedent with the person who stated it before

editing. A blind flip on a misread injects an error the corpus did not have.

The cost asymmetry is the whole rule: re-reading and asking one question is

cheap; a wrong edit propagated into a shared corpus is expensive and quiet.

## Provenance

- Each merge writes a `log.md` line: date, the concept(s) touched, the fact, and

the in-session source.

- For a fact whose truth a future reader must trust or re-check, record the

source explicitly in the concept too (`*Source: …*`), matching the corpus's

existing citation style.

- Treat the knowledge base as a cache, not the source of truth. A concept's

`timestamp` records when it was last believed correct, not when it was last

true. Re-verify before propagating a load-bearing fact outward.

## Tools

### `scripts/kb_scan.py` — pre-merge reconnaissance (read-only)

```bash

# every existing mention of an entity, grouped by file (run before any merge)

python3 scripts/kb_scan.py <bundle_dir> --entity "Full Name" --alias Surname --alias handle

# inventory every concept with its OKF type and title

python3 scripts/kb_scan.py <bundle_dir> --list

# surface concepts whose frontmatter timestamp is older than a date (or missing)

python3 scripts/kb_scan.py <bundle_dir> --stale 2026-01-01

```

Stdlib only; read-only; excludes OKF-reserved `index.md`/`log.md` and

`README.md`. The `--entity` scan is the mandatory step 3: it turns "I think this

person is mentioned in the roster" into "here are the six exact lines that

mention them," which is what makes an in-place merge possible.

## Integration

- - **`synthesis-okf`** validates the bundle after every merge (step 5) and is the

- authority on the format. This skill governs *what* to write and *where*; okf

- governs that the result stays conformant.

+ - **`synthesis-okf`** validates conformance and configured metadata

+ consistency after every merge. This skill governs *what* to write and

+ *where*; OKF governs that the result stays structurally coherent.

+ - **`synthesis-kb-edit`** owns repository policy and shipping. Pass it the

+ touched files; do not independently reconstruct branch, host, scanner, or

+ review mechanics from the capture config.

- **`synthesis-context-lifecycle`** is the sibling for *project* working memory

(CONTEXT/REFERENCE/sessions). This skill is its counterpart for the durable,

cross-project knowledge base. Project state that has hardened into a stable

fact graduates from a project's REFERENCE into the knowledge base via this

skill.

- **Daily rituals** are a natural trigger: a day-end step can ask "what did today

teach that the knowledge base should hold?" and run this workflow on the

answer.

- - **Repo-local ship and validate skills.** A target repo may carry its own skills

- for shipping a change (a PR-based flow) and validating conformance (its own

- taxonomy checker). When it does, this skill stops at the validated in-place

- merge and hands off: it governs *what* to capture and *how* to merge it

- safely; the repo's own skills govern *how the change ships*. Discover a repo's

- `.claude/skills/` before merging, prefer its validator over a generic one, and

- never bypass its PR flow with a direct push.

+ - **Repository configuration.** Read `.agents/knowledge-base.yaml`; do not

+ discover client-specific workflow copies under a tool-owned skill folder.

+ One portable config plus the public skills is the cross-agent contract.

## Commit hygiene

- Stage only the files this merge touched. Never `git add -A` — a sibling

process or a parallel agent may have staged unrelated work.

- The commit message names the *area*, not the sensitive specifics: "Update key

people directory," "Refresh product ownership," "Record a departure." Never

put the person, the reason, or the prior value in the message.

- Verify `git remote -v` before any push. Push only per the repo's config

posture; hold for explicit approval on any shared or mirrored repo, and never

push a private-tier repo to a shared remote.

## Related

- `synthesis-okf` — the OKF format validator/converter this skill validates with.

+ - `synthesis-kb-edit` — repository policy, validation orchestration, and

+ configured ship flow.

- `synthesis-context-lifecycle` — project working memory; the sibling layer.

- `synthesis-message-guard` — the same provenance-and-fail-safe ethos, applied to

outbound correspondence instead of stored knowledge.