Output format·Memory & Knowledge·v0.3.2

KB

Portable OKF knowledge bundle for coding-agent memory and LLM wikis — start a wiki, ingest a source, query project knowledge with…

You say
Buy it · $99 Read it before you buy $99 Written by stjbrown · unverified publisher
Context cost
16.5k tokensestimated from the bundle, loaded when it triggers
Bundle
15 files · 66.1 kBtext throughout, nothing executable
Licence
MITpaid listing
Last change
v0.3.2
Servers it uses
Noneruns standalone

What it does

Portable OKF knowledge bundle for coding-agent memory and LLM wikis. Use when the user wants to start a wiki, ingest a source, document a repository, query project knowledge with citations, lint for drift, or visualize connections; whenever a repo has a knowledge/ bundle that should inform the task; and when another kb-* skill needs the shared spec, glossary, templates, or trust model.

Installed, it changes the agent in these ways.

What this skill changes about the agent is not written down here yet. The listing was collected from its source, and the description is in its own SKILL.md.

Output format

Produces one artefact, exactly shaped.

knowledge-basewikicitationsmemory

The skill itself

This is the whole product. A skill is instructions the model reads, so there is nothing behind the listing you cannot see first — the front matter loads with every session, and the body below it loads when the skill triggers.

SKILL.md3.4 kB · 65 lines
--- name: kb description: >- Portable OKF knowledge bundle for coding-agent memory and LLM wikis. Use when the user wants to start a wiki, ingest a source, document a repository, query project knowledge with citations, lint for drift, or visualize connections; whenever a repo has a knowledge/ bundle that should inform the task; and when another kb-* skill needs the shared spec, glossary, templates, or trust model. version: 0.3.2 tags: [knowledge, okf, bundle, hub] ---
13# kb — bundles
14
15**Hub** for the kb-* family: vocabulary, shared reference, routing. Knowledge **compounds** —
16compiled once, kept current, not re-derived per query. Does not modify a bundle — routes to the
17skill that does.
18
19## Key terms
20
21[references/glossary.md](references/glossary.md) defines the vocabulary. Minimum before routing:
22**Bundle**, **Ingest**, **Progressive disclosure**, **Trust model** (see
23[trust-model.md](references/trust-model.md)).
24
25## The one hard rule
26
27A bundle is **conformant** iff every non-reserved .md file has parseable YAML frontmatter with a
28non-empty type. Everything else is soft guidance — consumers MUST tolerate missing optional fields,
29unknown types, and broken links. Never reject a bundle over them. Full rules:
30[references/SPEC.md](references/SPEC.md) §11.
31
32The domain portion of spec/types.md is a living, producer-chosen vocabulary, not a validation
33enum. Keep the workflow conventions Reference and Spec Section; start the domain types small
34and evolve them through [kb-ingest](../kb-ingest/SKILL.md) or
35[kb-document](../kb-document/SKILL.md) when the domain reveals a durable new kind of entity. Use
36[kb-lint](../kb-lint/SKILL.md) to detect schema drift.
37
38## Route to the right skill
39
40| The user wants to… | Use |
41|---|---|
42| Start a new bundle | [kb-init](../kb-init/SKILL.md) |
43| Capture, ingest, file, or process a source (note, transcript, PDF, image, URL) | [kb-ingest](../kb-ingest/SKILL.md) |
44| Document a repository, explain its architecture/workflows, or refresh knowledge after code changes | [kb-document](../kb-document/SKILL.md) |
45| Ask what the bundle knows; look something up; explore connections | [kb-query](../kb-query/SKILL.md) |
46| Health-check the bundle (**drift**, orphans, contradictions, conformance) | [kb-lint](../kb-lint/SKILL.md) |
47| See the bundle as a graph | [kb-visualize](../kb-visualize/SKILL.md) |
48
49If a knowledge/ bundle exists and would inform the current task, consult it via
50[kb-query](../kb-query/SKILL.md) before answering from scratch — even when the user didn't ask an
51explicit knowledge question.
52
53## Shared reference (single source of truth)
54
55Every kb-* skill reads these rather than restating them, so the family stays consistent:
56
57- [references/SPEC.md](references/SPEC.md) — OKF v0.2, vendored verbatim.
58- [references/version-profile.md](references/version-profile.md) — v0.2 production and v0.1
59 compatibility rules; every writing skill reads it before changing a bundle.
60- [references/glossary.md](references/glossary.md) — leading words and definitions.
61- [references/trust-model.md](references/trust-model.md) — the maintenance rules.
62- [templates/](templates/) — concept.md, index.md, log.md starters.
63- [example-bundle/](example-bundle/) — a tiny conformant bundle: a worked example, and the seed
64 kb-init copies from.
65
In the file
SKILL.md430 words
Files15
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈120
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
16,405
on trigger
The instruction body and 14 supporting files, read only when the skill fires.
8.3%
of a 200k window
Ten skills this size would take about 83% of the window before you open a file.
050k100k150k200k context window

16.5k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

Adoption
Installsnone yet
Ratingno reviews yet

The procedure it runs

The procedure has not been published here. It is in the skill’s own SKILL.md, which its author has not sent to the marketplace yet.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It writes no files and reaches no network. All it changes is how the model reasons and writes.

What it asks for
Writes filesno
Network accessno

Read from the allowed-tools line of this skill’s own SKILL.md. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

15 files, 66.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md3.4 kB
  • example-bundle/index.md0.8 kB
  • example-bundle/log.md0.3 kB
  • example-bundle/concepts/customers.md0.6 kB
  • example-bundle/concepts/orders.md0.8 kB
  • example-bundle/references/sample_sales_data.md0.6 kB
  • example-bundle/spec/conventions.md1.5 kB
  • example-bundle/spec/types.md1.0 kB
  • references/SPEC.md37.5 kB
  • references/glossary.md4.4 kB
  • references/trust-model.md6.2 kB
  • references/version-profile.md6.7 kB
  • templates/concept.md1.4 kB
  • templates/index.md0.5 kB
  • templates/log.md0.4 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 15 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

$99 once
KB · MIT · stjbrown
one-time
Price$99 once
LicenceMIT — the author’s, unchanged by this purchase
Paid throughStripe, once, on the card you add at the checkout
Keeps workingfor good — the files are yours once they are on disk
Updatesevery release of 0.x through this account

You can read the whole bundle before paying — the SKILL.md above is the product, not a preview of it. What the money buys is the delivery: the folder packaged and handed to your machine by key, every update its author ships, and our support if it does not do what this listing says. The terms of use are MIT, set by the author and unchanged by buying it here.

Payment runs through Stripe, on a page like this one rather than a redirect. Once there is an account it joins the same mcprush invoice as everything else you run, so there is never a second card to enter.

Which clients pick it up on their own

A skill is a folder of text. A client with a skills folder reads it without being told; everywhere else the same text works, it is just handed to the model rather than found.

Claude Code.claude/skills/
Claude Desktop
ChatGPT
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok.grok/skills/
Zed.agents/skills/
Windsurf.windsurf/skills/
Agent SDK.claude/skills/
HTTP / API
This release
Version0.3.2
Publishedno release date on file
Price$99
Referencestjbrown/kb

Versions

v0.3.2 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v0.3.2
  • No earlier releases have been published to the marketplace.
Pinning

Put stjbrown/kb@0.3.2 in the install command to hold this exact version. Without the suffix you get whatever is current the day you install, and nothing moves under you afterwards.

Reviews

no reviews yet · no installs yet

Nobody has reviewed this skill yet. The rating is the mean of the reviews written here, so there is none until somebody writes the first.

Who can post

Only accounts that have had the skill installed for fourteen days, so a review is written after living with it rather than after reading it. Publishers may reply once.

Who wrote it

ST
stjbrown

Publishes on mcprush.

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