* fix(migration): resumable underlag import without inline extraction, same-origin MCP storage URLs The Fortnox underlag import ran every file's AI extraction inline inside one request and hit the hosted 300 s function limit after ~17 of 113 files (twice on 2026-08-21); the UI showed the generic "underlagen kunde inte importeras" although the files it did reach were linked. The import now works in time-budgeted slices with a stable cursor (the UI loops until the server reports the end and shows "x av y") and opts out of extraction (extractionOwner 'none', stamped skipped:opted_out): every file is linked to its posted verifikat on arrival, so the booking is already known. MCP signed Storage URLs (upload_url, signed_url, download_url) are served through a same-origin proxy, /api/storage/[...path], because Claude Desktop's sandbox only reaches the MCP host and blocked the PUT to <project>.supabase.co. The signed token stays the only credential; the proxy forwards only signed documents-bucket paths to our own Storage host and is a no-op rewrite when NEXT_PUBLIC_APP_URL is unset. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_013YoZ8iboyTj221axW6Gdtm * fix(mcp): keep the storage-proxy note out of the size-capped tool descriptions The per-tool 280-char cap and the tools/list payload ceiling both tripped on the two sentences added to gnubok_create_document_upload and gnubok_get_document_content; the why now lives in a code comment. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_013YoZ8iboyTj221axW6Gdtm * fix(review): id cursor, stall = error, capped upload body, encoded dot segments Review follow-ups on #1783: - the import cursor is the last handled provider attachment id, not an index, so a file Fortnox adds or removes mid-sweep shifts nothing - a partial answer whose cursor does not advance (or the round guard) is reported as ARCIM_DOCUMENT_IMPORT_STALLED instead of "complete"; the slices already landed stay reported and the retry button resumes - the storage proxy reads the PUT body as a capped stream instead of buffering an unbounded payload before measuring it - object paths are rejected when any segment decodes to "." or ".." (or holds a separator), and the URL fetch() would actually request is re-checked against the allowlist after normalisation - download_url description no longer claims a direct Storage URL Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_013YoZ8iboyTj221axW6Gdtm --------- Co-authored-by: Jakob Wennberg <311770904+jakobwennberg-oss@users.noreply.github.com> Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Accounted MCP server
JSON-RPC 2.0 server exposing the Accounted bookkeeping engine to MCP clients (Claude Desktop, Claude Code, etc.). Endpoint: /api/extensions/ext/mcp-server/mcp. Add ?tool_namespace=accounted for the Accounted tool names. Requests without it retain the legacy Gnubok namespace. OAuth and stdio bridges live alongside the API surface: see app/api/mcp-oauth/, packages/accounted-mcp/, and the compatibility package in packages/gnubok-mcp/.
Tool authoring contract
Enforced by tests in __tests__/: these are not style preferences, they're guard rails.
additionalProperties: falseon everyinputSchema. Guarded bystrict-schemas.test.ts. Forces clear rejections on hallucinated fields instead of silent ignores.- Descriptions ≤ 280 chars. Guarded by
output-schema.test.ts. NoArgs:/Returns:/Examples:prose: those belong in JSON Schema. Use agent-native hints ("Use to…", "Call X first", "HIGH risk"). - Staged-operation envelope for write tools:
outputSchema: STAGED_OPERATION_SCHEMA(server.ts). Fields:staged, risk_level, actor, message, preview, period_status?, next?. Thestaged: trueboolean is the explicit completion signal; agents must not infer completion from prose. Do NOT introduce a parallel{ success, shouldContinue, output }envelope. period_statusthreading: any tool that ties to a fiscal-period-bound date (categorize, mark paid, create voucher, correct/reverse entry, approve supplier invoice) passesdateForPeriodChecktostagePendingOperation. Response then includesperiod_status: { period_id, status: open|locked|closed, lock_date }so widgets and agents disable writes without round-trips.- Scope mapping: every new tool needs an entry in
lib/auth/api-keys.tsTOOL_SCOPE_MAP. Missing entries default to deny. - Tests for new write tools: add staging-gate coverage to
__tests__/voucher-tools.test.ts(or a sibling) plus executor coverage tolib/pending-operations/__tests__/voucher-executors.test.tsif the tool stages a newoperation_type.
Determinism / cache stability
Tool definitions (name, description, inputSchema, outputSchema, annotations) are declared as static object literals at module load: no timestamps, no UUIDs, no Date/Math.random in the definition layer. This makes the tools/list JSON payload byte-stable across requests, which lets agent-side prompt caches stay warm. Do not introduce per-request non-determinism into the definitions block. Anything time-bound or random belongs inside execute().
For internal Anthropic API usage (today only extensions/general/invoice-inbox/lib/extract-invoice-fields.ts): annotate stable prefixes with cache_control: { type: 'ephemeral' } and log usage.cache_read_input_tokens for hit-ratio observability. The 1h TTL from the agent-native API plan (item 10) requires the direct Anthropic API; Accounted's Bedrock path defaults to a shorter TTL.
Payload-size watchdog
payload-size.bench.test.ts enforces a tools/list JSON payload ceiling. If the test fires, the right answer is rarely "raise the ceiling". Instead, trim descriptions or set specialized wide tools to catalogVisibility: 'search'. Those tools remain discoverable with full schemas through gnubok_search_tools and callable through tools/call without bloating the default catalog.
Where things live
server.ts: the tools array + JSON-RPC dispatchertool-result.ts:withNext(),toToolError()response helpersresources/: read-onlyAccounted://URIs (active company, period, recent activity, capabilities, attention items, voucher gaps, chart of accounts, VAT treatments)widgets/: inline HTML widgets (receipt-matcher, vat-review)prompts/: slash-command-style promptsskills/: domain-knowledge skill bodies served viagnubok_load_skill__tests__/: strictness guards + per-tool coverage