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* 🪙 feat: Context-usage projection — data-provider + client wiring
Consumer side of the SDK-aligned context projection (agents
`projectAgentContextUsage`). Adds the `/api/endpoints/context-projection`
data-provider plumbing (endpoint, service, query key, `TContextProjectionRequest`)
and a `useContextProjectionQuery` gated to fire only when no fresh snapshot
covers the viewed branch.
Wires `useTokenUsage` precedence to: live snapshot → fresh persisted snapshot
(window matches the resolved one) → server projection → per-message estimate.
A model/window switch marks the baked snapshot stale (its `maxContextTokens`
no longer matches) and falls to the projection — closing the gauge's
window-switch (G1) and snapshot-less-branch (G2) gaps. Snapshot and projection
share the render-relevant fields, so they render uniformly.
Backend endpoint + agents version bump land in follow-up commits. Includes the
design spec (CONTEXT_PROJECTION_SPEC.md).
* 🪙 feat: Context-projection backend endpoint
POST /api/endpoints/context-projection → resolveContextProjection (packages/api):
reconstructs the viewed branch (parent-chain walk from messageId), resolves the
agent config (instructions/provider/model/maxContextTokens), reuses LibreChat's
stored per-message tokenCounts as the index map (no re-tokenizing), and calls
the agents SDK projectAgentContextUsage — no model call. Thin controller injects
db.getMessages/db.getAgent; route mirrors /token-config.
First cut targets message-windowing accuracy; tool-schema tokens are deferred to
a follow-up that reuses the full initializeAgent path.
* 🩹 fix: Codex review on context projection (G1 guard, IDOR, recount, summary)
- Guard `currentActive` against a stale window: a model/window switch on the
current branch left the live snapshot outranking the projection (G1 didn't
fire). Now defers to the projection unless streaming or the window matches.
- Scope branch lookups to the authenticated user (`getMessages` filter +
injected `userId`) — was loading any conversation by id (IDOR).
- Recount messages with no stored `tokenCount` via the tokenizer instead of
charging 0, so snapshot-less/imported histories don't under-report.
- Fall back (null) for already-summarized branches rather than projecting from
the full raw parent chain (the next call would send summary + tail); the
client's summary-baseline-aware estimate handles them until a follow-up
replays the summary boundary.
* 🩹 fix: Codex round 2 — drop agent load, summary marker, edit-invalidation
- Stop loading agent/model-spec config server-side (closes the agent-access
IDOR and the spec-prompt special-casing). Provider/model/window now come from
the client-resolved request (`limits.endpoint`/model — the agent's real
provider, not the `agents` endpoint, so the tokenizer is right). Agent/spec/
promptPrefix instructions are uniformly deferred to the full-fidelity follow-up.
- Detect summarized branches via the live path's `metadata.summaryUsedTokens`
marker (was the wrong `summaryTokenCount` field) and fall back to the
summary-aware estimate.
- Invalidate the projection query on in-place message edits via a branch
content `revision` in the cache key (the tail id is unchanged on edit).
Deferred (valid, not a regression): same-window endpoint/model switch keeps a
window-matched snapshot — needs endpoint/model persisted on the snapshot, which
lands with the fidelity follow-up. Smoke-tested: fits / prunes / summarized→null
/ no-window→null.
* 🛡️ fix: make context projection strictly additive (no-regression)
Revert the G1 window-match guard on the live/branch snapshot. When no explicit
maxContextTokens is set (the common default), the SDK's snapshot window is
reserve-derived (~0.9·(modelContext − maxOutputTokens)) while useTokenLimits
resolves the raw model context — so `snapshot.maxContextTokens === resolvedMax`
is false for the SAME model, and the guard would wrongly drop a valid
current-branch snapshot to projection/estimate post-stream (a regression in the
default case, per initialize.ts:1240-1243).
The projection now activates ONLY for snapshot-less branches (G2): the
precedence is live snapshot → persisted branch snapshot → projection → estimate,
where the first two are byte-for-byte the prior behavior and the projection just
slots ahead of the estimate. Window/model-switch (G1) detection needs the
snapshot to carry its model/window and defers to the fidelity follow-up.
* 🩹 fix: surface projections as estimates, not authoritative snapshots
A first-cut projection carries the SDK's windowing but omits instruction/tool
overhead, so rendering it as `isEstimate: false` showed a confident under-count
for snapshot-less branches. Mark projection-sourced views `isEstimate: true` +
`snapshotActive: false` (and drop the snapshot field) so they present as a
better estimate than sumBranch — improved used/window number, estimate framing,
no misleading granular breakdown with ~0 tools. Real snapshots stay
authoritative. (Codex round 3, projection.ts:139.)
* 🧹 chore: drop CONTEXT_PROJECTION_SPEC.md from the PR
* 🎨 style: fix import-sort order in projection.ts (CI sort-imports check)
* 🔧 chore: update @librechat/agents dependency to version 3.2.36 in package-lock.json and related package.json files
* chore: npm audit fix
* 🎨 style: fix import-sort order in data-service.ts (CI sort-imports check)
* 🩹 fix: drop dead calibrationRatio in projectionParams (tsc never error)
Inside the ternary, branchSnapshot is narrowed to null (the gate is
), so accessed a
property on (frontend typecheck failure). It was also dead — there is
never a snapshot to seed from in this branch — so just remove it.
* Revert "chore: npm audit fix"
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