Shared Session Context
SessionEnd distills how you approached a problem into a private Session Trace. Hit a dead end worth flagging? citadel_share_session shares a redacted, compacted version to a shared dataset.
- reference-only
- never promotes
State of the vault · internal report
Health and scale. The live tiles below refresh from the running node each time this page loads; the rest are dated measurements, and the line under them says when each was taken.
/api/stateLive tiles pull from /api/state. MCP tools refresh on every load. Releases are as of v0.5.0, 2026-08-14.
Self-host cost is mostly RAM: 24h 2026-08-17 about $23; 7-day 2026-08-14 about $58. Not a ceiling; method in the bench harness.
The capabilities that are in production today. The three you'll touch most are session sharing, autonomous capture, and Linear sync.
SessionEnd distills how you approached a problem into a private Session Trace. Hit a dead end worth flagging? citadel_share_session shares a redacted, compacted version to a shared dataset.
A git pre-push hook and Claude Code SessionEnd hook snapshot work to your Node. Both are fail-silent. A scheduled evolve cycle folds GitHub, Linear, and repo content into the graph.
The full workspace syncs to Central; issues assigned to you mirror into your Node as a Seat-Scoped Mirror, so an agent answers "what do I need to do?" from your memory.
A web UI renders org knowledge as a concept map and a live sync/search/ingest timeline. Portal Phase 1: paste your token, land on My Node (stats, checklist, deep links).
Shipped in v0.4.0. The goal: let the team learn from each other's dead ends without exposing anyone's raw private working memory.
citadel_share_session or POST /api/share-session) and requires an Approved Capture Root (server-side cwd check).session-traces dataset.citadel_search includes traces with a reference-only tag. Traces never promote to Central and never feed the daily improve loop.Zero per-session ceremony. Three capture paths feed your Node; one scheduled cycle keeps Central fresh.
citadel capture: summarizes each approved root (git metadata + README, never raw files).evolve_interval_seconds).Every tag shipped to PyPI and deployed to Railway. Expand any release for its full notes.
citadel ingest and MCP citadel_ingest return once the Node stores the note (queued_not_confirmed). Inline cognify is opt-in./api/mesh/graph?dataset= narrows the graph before the node cap. /api/documents/{id}?scope=chunk returns the clicked chunk's own text..env is refused rather than JSON-only.citadel --version report v0.5.0. Self-host cost stays ~$38/mo./next./api/share-session; Compact Session Context, reference-only in search, deferred cognify./api/knowledge/events and /feedback are now caller-scoped; pip-audit CI gate.citadel activity: dev-side view of your vault; --watch and a --global seat-presence board.--json error parity.token create --seat inherits the seat's role and private dataset; interactive picker replaces the service-account footgun.citadel token set + citadel update: rotate a token or self-update without re-running onboard; stale-shell auth hints tell you the actual fix.ingest/search HTTP-backed by default and routed to your seat; inline cognify makes notes searchable immediately.citadel mcp add wires Cursor, Codex, Gemini, Windsurf; guided first run; citadel doctor repairs setup drift.citadel status.Some of this is still in design. Nothing here is claimed as a PyPI release unless it has a version in the history above.
A GitHub App that injects relevant vault context into pull requests and posts a verifying check on each PR, kept in sync with Linear and the other connectors, so a review sees the same knowledge an agent would. Check runs and annotations carry exact context, not a hand-wavy summary. Not built yet.
Make retrieval honest and repeatable: frozen fixtures in citadel bench, published latency and recall numbers, and fixes for documents that are accepted but not reachable (#228) and tail recall (#247). The harness exists. The full benchmark run and the indexing fixes are still open.
Durable, first-class Structured Knowledge pages as the source of truth on live storage, with the vector index demoted to a rebuildable projection. Contradictions surface as conflicts, not silent overwrites. citadel lint guards orphans and near-duplicates. Bench and lint are companions, not afterthoughts.
Capture-time fingerprints on every retrieved item, a claim-level contradiction ledger, and export packages a third party can verify without trusting the node. This is the evidence layer after search quality and Structured Knowledge land. Per-item attestation and disagreement detection are not shipped yet.