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## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - A continuation carries completed tool receipts so the agent can avoid repeat actions. > - It also checks saved conversation and workspace recovery fields before choosing a prior terminal run. > - The history query transfers every result field for every matching run. > - Native output and unused receipt request fields can make this read large. > - This pull request selects the fields those consumers use and keeps each completed receipt result in full. > - The benefit is less database transfer with the same history, recovery decisions, and completed-action evidence. ## Linked Issues or Issue Description **What existing behavior does this improve?** The history read in `buildExecutionContinuation`. **Current behavior** The query returns complete `result_json` values for all matching runs. Consumers read completed receipt state, operation ID and result, plus conversation and workspace recovery controls. Large native output and receipt request fields cross the connection without being used. **Proposed behavior** Select only those result fields in PostgreSQL. Keep typed policy and recovery values. Keep all eligible completed receipts and their complete result values. Retain missing versus null receipt results, run and receipt order, company/task/agent scope, and the source-run exception. Keep the full retained history without a new limit. **Reason and benefit** The synthetic wide-output fixture removes 99.879% of this query's DataRow bytes. A required 2 MiB receipt-result control saves only 0.0074%, because that complete result is needed. Actual savings depend on result contents; the wide-output result is not a forecast for all deployments. **Breaking changes** None intended. No schema, API, migration, workflow, history limit, or receipt truncation changes. **Additional context** Related: #17481 projects a separate recovery read, and #17896 narrows explicit continuation admission. This PR covers the continuation history query and has no dependency on the other byte reduction PRs. ## What Changed - Project completed tool receipts to their state, operation ID and complete result. Omit fields that the continuation does not read. - Project typed conversation/workspace controls and the recovery schema. Keep the shared policy helper unchanged. - Add real PostgreSQL comparisons for complete continuation envelopes, ordering, scope, legacy JSON, recovery flags, and receipt result preservation. - Add external isolated database support to the existing continuation tests and document a reproducible query benchmark. ## Verification - Pinned baseline: `3cd3af5d75f200185ed4d9703a3145594a489b13`. - PostgreSQL 17.11 with synthetic local data. The harness captures SQL from the real baseline and treatment services. Imported helpers remain unchanged. - Command: `pnpm --filter @paperclipai/server exec tsx ../scripts/benchmark-continuation-history.ts --baseline-ref=3cd3af5d75f200185ed4d9703a3145594a489b13`. Set `PAPERCLIP_CONTINUATION_HISTORY_BENCHMARK_DATABASE_URL` to a disposable database ending in `_test` to use an external server. The default uses disposable embedded PostgreSQL. - The baseline was measured before the production edit with `--baseline-only`. The treatment compares complete envelopes, every retained scalar column, completed receipts, and shared policy decisions. The wide unused-output fixture must remove more than 90% of DataRow bytes or the benchmark fails. - Wide unused-output fixture: 25 runs with independent incompressible 192 KiB native output and 32 KiB unused receipt request fields. DataRow bytes: 5,744,950 to 6,925 (99.879% less). - Required-result control: one complete 2 MiB receipt result. DataRow bytes: 2,097,556 to 2,097,401 (0.0074% less). The whole result is checked for equality. - Exact byte boundary: PostgreSQL text-format DataRow frames, including field length prefixes. Excludes RowDescription, command metadata, TLS, TCP, and other service queries. - Seven measured query round trips per variant follow two warmups and alternate order. Final-head wide-output median: 32.86 to 4.41 ms (ranges 26.24–35.54 and 3.62–5.21 ms). Required-result median: 17.01 to 20.60 ms (ranges 16.30–32.89 and 18.85–22.48 ms). The required-result control shows projection overhead and overlapping timing ranges; it has no latency improvement claim. These are local measurements, not deployed latency results. - `PAPERCLIP_EXECUTION_CONTINUATION_TEST_DATABASE_URL=<isolated_test_database> pnpm exec vitest run server/src/services/execution-continuation.test.ts server/src/services/execution-continuation-history-read.test.ts --maxWorkers=1`: 55 tests pass in PostgreSQL 17. - Cases cover numeric receipt key order, empty operation IDs, malformed receipt entries, missing versus null results, complete large results, malformed root JSON, all closed workspace restore failure codes, invalid recovery schemas, cancelled admission rows, and company/task/agent/source-run boundaries. - `pnpm -r typecheck` and `pnpm build` pass on final head `d665d9f5c47b237c81b9cc80fdec1d39ad90754f`. The final-head focused PostgreSQL run passes all 55 tests. The final benchmark records that SHA, an empty source diff, and passing equivalence/byte assertions. The first typecheck found optional array accesses in new test assertions; explicit required-array assertions fixed them. Local full `pnpm test:run` is not claimed because the host embedded PostgreSQL runtime is unavailable; the full test matrix runs in CI. Exact-head Greptile review completed success at 5/5 with no actionable findings or unresolved threads. The full final-head CI matrix passes. All 58 current-head checks are terminal: 54 success, two neutral, and two optional Storybook skips. One original server shard ended with a canceled test step and no assertion failure; its single targeted retry passed. No product change was needed for that interruption. ## Risks - Future continuation consumers must add any newly required result field to this projection. Existing shared policy semantics stay in the helper. - Completed receipt results can still be large and can dominate transfer. This PR preserves them without a cap. The receipt-heavy control adds JSON projection work for only 155 bytes of savings, so it can be slower despite equal output. - JSON malformed-value and property-presence rules affect action evidence and recovery. Real PostgreSQL comparisons check those decisions and complete output. - Production transfer and latency improvements need a fresh deployed capture. Nothing was merged or deployed by this work. ## Model Used OpenAI GPT-6 through Codex. The exact runtime model ID and context window are not exposed by this session. The work used repository tools, code execution, and real PostgreSQL validation. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change (e.g. `docs/...`, `fix/...`) and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge Co-authored-by: Paperclip <noreply@paperclip.ing>