---
name: okf
description: >-
  Author, maintain, and consume Open Knowledge Format (OKF) knowledge bundles —
  portable markdown + YAML frontmatter that both humans and agents read. Use when
  capturing project knowledge (services, APIs, schemas, metrics, runbooks,
  decisions) into an OKF bundle, when updating one after code or docs change, or
  when a repository contains an `.okf/` (or other OKF) bundle that should inform
  the task. Triggers on: "document this in OKF", "update the knowledge bundle",
  "capture this as a concept", or any work in a repo that has an OKF bundle.
user-invocable: true
argument-hint: "[produce|maintain|consume] [path]"
allowed-tools: Read Write Edit Grep Glob Bash
---

# Open Knowledge Format (OKF) skill

OKF represents knowledge as a directory of markdown files with YAML frontmatter.
It is minimal by design: no schema registry, no runtime, no SDK. Your job is to
produce, maintain, and consume OKF bundles **conformant with the spec**, not your
memory of it.

**Always read the canonical spec before non-trivial work:**
[reference/SPEC.md](reference/SPEC.md). It is the verbatim OKF v0.2 specification
and the source of truth for every rule below.

## The one hard rule

A bundle is conformant (§11) iff: every non-reserved `.md` file has a parseable
YAML frontmatter block, and every such block has a **non-empty `type`** field.
Everything else is soft guidance. Consumers MUST tolerate missing optional
fields, unknown types, and broken links — never reject a bundle over them.

## Conventions to apply

- **One concept = one file.** The file path (minus `.md`) is the concept ID.
- **Frontmatter:** `type` is required. Add `title`, `description`, `tags` when
  they aid consumption; add `resource` (a canonical URI) only for concepts bound
  to a real asset — omit it for abstract concepts.
- **Body:** prefer structural markdown (headings, tables, lists, fenced code).
  Conventional headings: `# Schema`, `# Examples`, `# Computation`.
- **Cross-links:** standard markdown links; prefer absolute bundle-relative
  form (`/services/auth-api.md`). A link asserts a relationship; its *kind* lives
  in the surrounding prose, not the link.
- **Reserved files:** `index.md` (directory listing, no frontmatter, except the
  bundle-root index, which may carry `okf_version` and this plugin's
  `upkeep: enforced` opt-in flag) and `log.md` (ISO-dated change history, newest
  first). Never use these names for concepts.

## The v0.2 families (all optional, all worth filling)

- **Trust (§5.2):** `generated: { by, at }` — who produced the current content
  and when. `verified: [{ by, at }]` — who confirmed it since (a bare mapping is
  one entry). Write `by` in the **actor convention** (§7): `<producer>/<version>`
  for an agent, `human:<id>` for a person, `process:<id>` for an automated job.
  Use `human:` whenever a person authored or signed off — consumers key trust
  tiers off that prefix.
- **Lifecycle (§5.4–5.5):** `status: draft|stable|deprecated` (absent means
  stable) and `stale_after: YYYY-MM-DD`, an absolute date, not a TTL.
- **Provenance (§5.1):** `sources: [{ id, resource, title, author,
  usage_count, last_modified }]` plus a `usage_window: { from, to }` sibling of
  `sources` framing every `usage_count` (an entry may carry its own to override
  it); a `usage_count` without a window warns. `resource` is required per entry
  and may be a URL, a bundle path, or a scope descriptor. Attribute a specific
  claim with a markdown footnote whose label is the source's `id`:
  `…sharded daily.[^ga4-schema]` plus a `[^ga4-schema]: …` definition. The label
  is the join key, it must match a `sources[].id`.
- **Attestation (§10):** a sanctioned computation is its own concept,
  `type: Attested Computation`, carrying `runtime` (required), `parameters`,
  `executor`, `attester`, and the computation itself under `# Computation` (or a
  `computation:` path). Concepts that need the value link to it. Never inline a
  number's SQL into the concept that narrates it.

**Reading a v0.1 bundle?** Two constructs were superseded (§13.1): `timestamp`
is now `generated.at`, and a body `# Citations` list is now `sources`. Read both,
write v0.2 — and when you touch a legacy concept in **maintain** mode, migrate
its frontmatter as part of the edit. The validator warns on both.

Templates to copy: [concept](templates/concept.md), [index](templates/index.md),
[log](templates/log.md).

## Default bundle location

Use `.okf/` at the repository root unless the project already uses another
location. Commit it alongside the code it describes — knowledge as code.

## Modes

### produce — create or extend a bundle

**Starting a brand-new bundle?** Use the init fast-path instead of hand-writing
the first files — it scaffolds a conformant `index.md`, `log.md`, and a
`getting-started.md` concept with full recommended frontmatter in one shot:

```bash
uv run "${CLAUDE_SKILL_DIR}/scripts/okf_init.py" <target-dir> [--title "..."]
```

It refuses to touch a directory that already has `.md` files unless `--force`
is given. Then extend it:

1. Read [reference/SPEC.md](reference/SPEC.md).
2. Pick the source(s): **code** (derive concepts from source, READMEs,
   docstrings, config), **docs/wiki** (distill pages into concepts, record the
   originals in `sources`), **manual** (decisions, playbooks, metrics).
3. Choose a directory layout by domain (e.g. `services/`, `datasets/`,
   `decisions/`). One concept per file.
4. Write each concept from [templates/concept.md](templates/concept.md): set a
   descriptive `type`, fill recommended fields, record `generated` and the
   `sources` you actually read, cross-link related concepts.
5. Add/refresh `index.md` per directory (and `okf_version: "0.2"` in the root
   index). Append a dated entry to `log.md`.
6. Validate (see below). Fix every error before finishing.

### maintain — keep a bundle in sync with reality
1. Identify which concepts the change affects (search by `resource`, path, or
   topic). This bookkeeping is exactly what agents are good at — touch every
   affected file in one pass.
2. Update the body and `generated.at` (with your own actor in `generated.by`);
   fix or add cross-links; create new concepts for new assets; mark removed
   assets `status: deprecated` and note the deprecation in `log.md` rather than
   silently deleting context. Facing a whole v0.1 bundle rather than a stray
   field? Do not hand-edit it — run the validator's `--migrate` once.
3. Update the relevant `index.md` files and append a dated `log.md` entry
   describing what changed.
4. Validate.

### consume — use a bundle as context
1. Read the bundle-root `index.md` first for progressive disclosure, then follow
   links only into the concepts relevant to the task.
2. Weigh what you read: `status: draft`/`deprecated`, a `stale_after` already
   past, or no `verified` entry all mean "check before relying on this". Treat
   broken links as not-yet-written knowledge, not errors.
3. Need a number an `Attested Computation` covers? Run *its* computation with
   values bound to the declared `parameters` — never write your own query.
4. If you learn something durable while working, switch to **maintain** and
   write it back.

## Validation (do this before declaring done)

Never eyeball conformance — run the deterministic checker. Invoke the companion
**`validate`** skill (`/okf:validate <bundle-dir> --strict`), which ships the
checker. If that skill is not installed, run it directly:

```bash
uv run "${CLAUDE_SKILL_DIR}/../validate/scripts/okf_validate.py" <bundle-dir> --strict
```

Resolve every `ERROR` (hard §11 failures). Under `--strict` warnings also fail
the run (exit 1), so clear them too; drop `--strict` (or use `--max-warnings N`)
if you only want §11 conformance gated.