KnowledgePersonal · source-linked · reviewable

Memory you can audit.

What one mission learns can help the next, with scope, sources, review controls, and a clear boundary between personal memory and planned organization memory.

personal memory / recall5 of 1,284 records
recall
Outcome knowledgeincident 2041 · worker-service

The rollout stalled on a glibc < 2.35 base image. The constraint was recorded and worker base images are now pinned to distroless arm64 variants.

incident-2041PR #362verified 3 weeks ago
try

Simulated recall · click a query to drive it

The problem

Engineering knowledge has a half-life.

Every hard-won answer — why the build is pinned, who owns the keys, what broke last time — gets written somewhere it will never be found again.

▲ recovered by: interrupting whoever remembers

Chat threads

holds
the decision and the debate
fate
scrolled away in a week

Closed pull requests

holds
what changed and how
fate
the why never made it in

Runbooks and wikis

holds
how it worked at write time
fate
stale the sprint after

Senior engineers

holds
the real integration map
fate
context leaves with them

The fix

Knowledge should be written where the next mission looks first. Not where it happens to land.

Knowledge, plus memory

Personal memory now. Organization memory when it ships.

Accepted, source-linked personal memory can help a later mission today. Organization-wide shared knowledge is Planned and remains labeled throughout this page.

Scoped

Relevant to the current mission

Memory is retrieved against the current workspace and mission context instead of being injected as one undifferentiated archive.

workspace · repository scope

This constraint belongs to the registered checkout and mission that established it.

mission source

Cited

Source-linked by default

Accepted memory retains the source needed to inspect where the context came from.

accepted memory

The worker base image requires a compatible runtime.

mission local-042

Forgettable

Controlled by the user

Current controls include dismiss, forget, and hard delete paths for personal memory.

memory control

Remove context that is stale, irrelevant, or no longer wanted.

review action

How knowledge forms

Knowledge is a by-product of doing the work.

Personal memory remains reviewable. Accepted, source-linked context can become a better starting point for a later mission without turning every past detail into canon.

1write

Candidate forms

context stays source-linked

2write

User reviews

accept · dismiss · forget

3write

Memory retained

scoped personal context

4read

Later mission recalls

only when relevant

recall loops back into every new mission ↺

Want to see the write path in detail? Follow a full mission replay.

Mission anatomy
Verified, not vibes

Knowledge you can audit.

Every record carries its sources and a verification trail. When new work contradicts old knowledge, the record gets flagged — stale context is surfaced, never silently trusted.

DreamerPreviewReviews completed work while the system is quiet: detects repeated or contradictory knowledge and proposes evidence-linked records for promotion. You approve what becomes canon.

knowledge / ledger4 records shown
verifiedOutcome

Checkout workloads run multi-arch; delivery matrix pinned.

verified 2d ago · PR #418 · arm-042

verifiedOrganizational

payments-v2 supersedes payments-v1 for all new integrations.

verified 5d ago · ADR-031

▲ flaggedOrganizational

Staging deploys require manual approval from release captain.

contradicted by mission rel-118 · flagged for review

◇ proposedOutcome

Worker base images must satisfy glibc ≥ 2.35 (from incident 2041).

proposed by Dreamer · evidence linked · awaiting promotion

Where it lives

Local now. Shared is Planned.

Personal memory starts on your linked Mac. Organization-wide shared memory is a Planned team capability, not current behavior.

Skyflo Desktop

Personal memory, on disk

Your agent’s memory lives with your repositories and execution — on your machine. Model calls go only to providers you configure.

~/.skyflo/memory· yours
Planned

Shared knowledge, governed

Architecture, ownership, and outcome records for the whole organization — with permissions, promotion review, and audit history.

access-controlled · auditableEnterprise →

Questions

Knowledge, precisely.

How the archive behaves. To see the write path in motion, follow a full mission replay.

01What carries across missions?+

Accepted, source-linked personal memory can be retrieved when it is relevant to a later mission.

02Can I remove memory?+

Yes. Current memory controls include dismiss, forget, and hard delete paths.

03Can I correct a memory card inline?+

Correctable is Preview. The service contract exists, but the current Desktop surface does not expose the edit-then-accept action.

04Can an organization share one memory set?+

Organization-wide shared knowledge is Planned and is not presented as current behavior.

Shared engineering knowledge

Stop re-explaining your own system.

Start with personal memory on your machine, free with your own keys. Grow into a shared knowledge base when your team is ready.

Personal memory ships with Desktop. Organization-wide shared memory is Planned.