core purpose/knowledge hub

knowledge hub / 01

Every decision keeps its reason.

Meetings, interviews and documents become key insights with their evidence attached. People decide what counts. Your teams and AI agents work from what was approved, in any project where things get decided together.

Show it for

insight boardregistration · design phase

01 materials

MTG-008Design review
INT-003Customer interview
DOC-012Requirements v2

02 pool

“guests drop off at account creation”
“checkout first, account later?”
“we agreed guests may register”
“email verification is required”

03 cluster

Guest registration

4 fragments · 3 sources

04 key insight

KI-021 · approved

Guests may register for an activity without creating an account.

MTG-008 ¶14 · INT-003 ¶3 · DOC-012 §2.1

insight board / 02

From a pile of evidence to the one sentence that matters.

Nothing is summarised away. Every key insight points back to the exact words it came from, so anyone can check why it says what it says.

  1. 01

    Materials

    Drop in transcripts, interviews, specs and notes, or let Core Minutes deliver meetings as they end. Every original is kept.

  2. 02

    Insight pool

    The text becomes verbatim evidence in one shared pool for the project, each fragment with its source and discussion context.

  3. 03

    Clusters

    Related evidence is grouped on the board, automatically or by hand, so contradictions and repeats surface side by side.

  4. 04

    Key insight

    A drafted statement: a decision, a finding, a requirement, a policy, a principle. A person reviews the wording and the evidence before it counts.

clustering board / 03

Watch the pool sort itself into what matters.

Evidence lands loose. The board groups what belongs together, keeps the odd one out in view, and drafts a key insight from the strongest cluster. People move cards, rename clusters and decide, on a board the whole project shares.

  1. evidence lands
  2. clusters form
  3. key insight drafted
  4. approved

The board shown here: seven notes from three sources settle into three clusters; the largest becomes the key insight “Guests may register for an activity without creating an account.”, which a person then approves.

use it for / 04

Not just software. Anything people decide together.

If the work runs on conversations, documents and decisions, it fits. The board is the same; only the material changes. Pick one to see the page in its words.

project management / 05

Standard project management, with the evidence kept.

Knowledge Hub does not invent a method. It keeps the records every project method asks for, and keeps them honest: each one traces back to what was said and to who approved it.

  1. Initiation
  2. Charter approved
  3. Planning
  4. Baseline approved
  5. Execution
  6. Monitoring & control
  7. Acceptance
  8. Closure

Start a project on the standard lifecycle, on software delivery stages, or on phases of your own. ◆ marks a decision gate.

the loop / 06

Feedback goes back into the decision, not into a chat thread.

What people and agents learn while doing the work comes back as evidence. It meets the same review as everything else, and what was approved moves forward with its history intact.

discuss

Meetings, interviews and workshops

capture

Evidence in the project's insight pool

distill

Clusters and key insights on the board

approve

A person decides what counts

act

People and agents work from what was approved

learn

Questions and findings return as suggestions

Proposals only
Analysis never changes the approved baseline on its own.
Every version kept
Compare any two approved states with their decision provenance.
Open questions visible
Unanswered questions stay on the board until someone answers them.

chats / 07

Feedback loops in the chat you already use.

Ask Knowledge Hub in a channel and get the approved answer with its source. Say what you learned and it lands in the insight pool as a suggestion. Once someone approves the change, the next person to ask gets the new answer.

Hooks up to your company chat

  • Microsoft Teams
  • Slack
  • Google Chat
  • Discord
  • Telegram
  • Mattermost
  • and others, through webhooks
  1. ask
  2. answer with source
  3. suggest
  4. approve
  5. new answer

registration

  1. Sam

    @Knowledge Hub can guests check out?

  2. Knowledge Hub app

    KI-021 · approved 2026-10-06 · design phase

    Guests may register for an activity without creating an account.

    “We agreed that guests may register without creating an account.” MTG-008 ¶14

  3. Alex

    Guest registrations need a cleanup job for unverified emails after 30 days. @Knowledge Hub capture this

  4. Knowledge Hub app

    Added to the insight pool as a suggestion, linked to KI-021. Nothing is approved yet. pending review

  5. Knowledge Hub app

    The product owner approved it as KI-022. Ask again and you get the new answer. approved

agents & mcp / 08

Your AI agents read what was approved, with citations.

Knowledge Hub is an MCP server, so a coding assistant, a research agent or your own copilot can use it. An agent signs in as you, sees only the projects you may see, and can ask what was decided and why. What it learns on the way is captured as a suggestion for a person to review. It approves nothing.

  • hub_read_approved_instructionsread
  • hub_find_earlier_decisionsread
  • hub_list_unresolved_questionsread
  • hub_capture_suggestionsuggest

coding agent · mcp

› hub_find_earlier_decisions
  { "project": "registration",
    "query": "can guests check out?" }

KI-021  Guests may register for an activity without creating an account.
  approved   2026-10-06 · design phase
  reviewer   product owner
  evidence   MTG-008 ¶14
  "We agreed that guests may register without creating an account."

› hub_capture_suggestion
  "Guest registrations need a cleanup job for unverified emails after 30 days."
→ pending review · nothing approved

the rule / 09

No approved change without an identifiable reason, source and approval record.

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