The @swamp/aws/bedrock/knowledge-base model currently manages Knowledge Base infrastructure through control-plane operations, but it does not expose the Bedrock Agent Runtime Retrieve data-plane operation.\n\nPlease add a native read-only retrieve method that:\n\n- accepts a required query and optional numberOfResults, SEMANTIC or HYBRID search type, filter, and nextToken;\n- supports a Knowledge Base ID and region default bound through model global arguments, with per-run overrides;\n- calls Bedrock Agent Runtime Retrieve using the standard AWS credential chain and the bedrock:Retrieve permission;\n- returns raw retrieval chunks including content text, relevance score, source location or URI, metadata, and the response nextToken;\n- maps AccessDeniedException, ResourceNotFoundException, and ValidationException to actionable method errors.\n\nThis would let users query indexed Knowledge Base content through the official model without maintaining a local extension.

Upstream repository: https://github.com/swamp-club/swamp-extensions

Environment

Extension: @swamp/aws/bedrock@2026.08.07.1
swamp: 20260809.004828.0-sha.b61c9de2
OS: linux (x86_64)
Deno: 2.8.3
Shell: /bin/zsh

02Bog Flow

Open

8/10/2026, 6:36:40 PM

No activity in this phase yet.

03Sludge Pulse

Leaderboard board windows re-anchor on wall-clock while the rest of the view is frozen at asOf

Decision: move per-event grant MVs to day-grain — ledger is on track for ~1.5B score_grants / ~4B quest_grants

Leaderboard phase 5: score-rollup-projector write cost at 10B — ~430M rows scanned per 60s tick

Profile candidateIds prune costs a full ledger scan to build itself — 42.88M rows for one keyed read

Leaderboard phase 3: owner-grain board_totals so a cache miss is survivable at 10B

Leaderboard phase 2: take score_grants off the board read path — read today from score_daily

Leaderboard phase 1: cache the board read and bust it on tier crossings (no schema change)

Epic: /leaderboard and /u/{username} do not survive 10B events — measured audit + phased plan

Add native Bedrock Knowledge Base Retrieve support

Datastore-managed configuration for multi-instance serve deployments

Ghosts on the leaderboard 500

Improve multi-word search query handling and guidance

swamp command doesn't check cwd

swamp auth login process fails when run remotely

serve boot OOM: findAllGlobalSince loads all workflow runs as full aggregates during reconciliation

extension search: channel-filtered results carry null version fields, and multiple --channel values collapse instead of unioning

s3-datastore: localHasAllRemoteEntries uses bare rel instead of localRelPath, always returns false in namespaced mode

datastoreSetupExtension migrates .swamp/ to cache root instead of namespace directory

swamp serve writes outputs/ outside the bound namespace — silently never persisted to the remote datastore

s3-datastore: bulk pull writes to cache root instead of the namespace, wedging push and arming a full-datastore delete

git: add pull, fetch --tags, and cherry-pick methods

Workflow runs with wide dataArtifact fan-out (~400/run) OOM both workflow history get and swamp serve boot, crash-looping the scheduler; rollback doesn't help (state-triggered, not release-triggered)

Show user:<name> instead of user:<id> in grant list output

Reusable long-lived invite link: one URL to bring people into the swamp

Exclude swamp internal model types from model list output

Skill docs use invalid two-argument 'vault get' form

access token mint prints an invalid retrieval command (vault get, not vault read-secret)

serve reload and model edit timeout over --server in Kubernetes

swamp auth whoami should report paid tier and trial status

Use whoami entitlement to explain private-extension push refusals

Document --restricted-commands flag for swamp serve

vault put: pass tags through to extension provider CreateSecret/setSecret calls

Docs: update manual for 23 new --server commands

Update VaultProvider interface in @systeminit/swamp-testing to support optional tags in put()

Docs: document --grants-file flag for swamp serve

Docs: document --server support for serve reload

Docs: add --tag flag to vault put reference

Docs: update manual for --detach-runs deprecation and HA auto-detection

Document the Codex plugin in swamp docs

Add --server support to CLI commands missing it

Document the swamp Claude Code plugin in the swamp documentation

Make --server a global CLI option

Add --server support to model cancel (server-side run cancellation)

Load grants from external source on swamp serve startup

swamp vault put should support tags for secret governance

Improve hot reload of the deamon, include extension source/bundle changes

Authenticated users must re-login after swamp serve restart

Add --server support to serve reload

Harden queue claim semantics: atomic claims + status-guarded markDelivered/markFailed across app queues

Auto-detect HA mode and deprecate --detach-runs flag

version-drift check (from #236) is a raw string-inequality, false-positives on multi-model manifests and metadata-only bumps

Resend newsletter audience sync: contacts, segments, backfill, unsubscribe sync-back

Move per-login token secrets from vault to encrypted control-plane store

Docs: document macOS TLS trust limitation and SSL_CERT_FILE workaround

Validate swamp serve deployment stack on startup

Docs: serve config file (.swamp/serve.yaml) and --config flag

Serve config file — read swamp serve configuration from YAML

Deno runtime does not trust ISRG Root YR — extensions fail with valid Let's Encrypt certs

Docs: update hot-reload reference to include trust list refresh

Cross-instance client re-attach for multi-instance swamp serve

vercel codegen: inline rawSyncResult in non-unwrap sync path

vercel codegen: unused listAll import blocks extension publish for 4 models

vercel codegen: add round-trip idempotency test for the pipeline

Operatives button on Collectives page does nothing

Track active runs in the control-plane store for cross-instance visibility

validateGlobalArgInputRefs checks step-level inputs but step schema rejects 'inputs' key

Docs: document continuous reconciliation and multi-instance serve flags

Docs: update workflow guard skip output to include guardExpression and guardResult

Make it aware hot reload on the deamon does not take into account trust list changes, or do take into account the trust list for the hot reload.

workflow validate: new 'GlobalArgument input references' check resolves model-definition ${{ inputs.* }} against workflow inputs, false-failing steps that supply the input

Continuous reconciliation for multi-instance swamp serve

Split the score-read circuit breaker so leaderboard pressure can't blank profile scores

oauth_sign_in telemetry records provider as the literal ":id" for every event

Ghost profile bypasses the score-read seam and 500s on a slow ledger

Profile score section blocks the render on a ClickHouse read

Council: set the scoring balance — command tiers, farm-decay parameters, cross-category ratio

Scoring coverage gaps: instrument drop-off, score ripples/mentions, reward invite-converts

Push down the two cheap leaderboard scans: ghost-gate dictionary and eventCounts owner filter

Materialize an active-days-by-id table for the streak board

score-rollup-projector: O(all-time ledger) closure + per-pod fan-out saturates prod ClickHouse CPU