MQ STACK · KNOWLEDGE LAYER

Durable memory.
Explicit truth boundaries.

mqobsidian stores reviewed, reusable knowledge and compact context surfaces. Live code and runtime state remain in the systems that own them.

README
100/100
Context reduction
>96%
Public-safe tests
51 pass

READ ORDER

Smallest useful surface first

Agents expand context only when the smaller surface is insufficient.

  1. Task packTask-specific routing
  2. Agent viewRepo-level context
  3. Hot / indexCurrent durable state
  4. Source repoLive truth verification

mqobsidian owns

Durable memory, schemas, templates, context packs, truth manifests, and public-safe export rules.

mqobsidian does not own

Execution, orchestration, current CLI behavior, active runtime state, or live review cognition.

VERSIONED CONTRACTS

Consumer-facing truth surfaces

ENTRYPOINT

Truth export index

Enumerates every exported surface, schema version, location, freshness, and drift state.

Read contract →

CONTEXT

Task packs and cards

Compact agent-readable context with explicit inclusions, exclusions, and token budgets.

Read contract →

EVIDENCE

Validated observations

Sanitized records feed review and ranking without becoming an automatic execution path.

Read contract →

REAL OUTPUT

Validation evidence, not mockups

Captured from the repository's public-safe CLI checks.

Terminal output showing mqobsidian export, sensitive-content, and token-budget checks passing
Public-safe validation checks.
Terminal output showing the mqobsidian truth-export bundle building and validating
Truth-export bundle build and validation.

DESIGN RULE

The value of mqobsidian is not more memory.
The value is better selection.
Explore the repository