Restores change to the Gemini system prompt by andrew-goldstein · Pull Request #8 · patrykkopycinski/kibana

andrew-goldstein · 2024-08-02T22:20:14Z

Restores a change to the Gemini system prompt, to enable tool calling when the user clears the default system prompt.

restores elastic@d61d8d3

fixes [#8](elastic/observability-accessibility#8) fixes [#7](elastic/observability-accessibility#7) ## Summary Fixes APM breadcrumbs on serverless | Serverless | Stateful | |---|---| | <img width="700px" alt="image" src="https://github.com/user-attachments/assets/944a7d58-7de3-4a7f-be02-3c8c1110a0e2"> |<img width="800px" alt="image" src="https://github.com/user-attachments/assets/450664b1-ddfc-4395-9fa3-a7b941affb3b">| |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/944a7d58-7de3-4a7f-be02-3c8c1110a0e2"> |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/450664b1-ddfc-4395-9fa3-a7b941affb3b">| | <img width="500px" alt="image" src="https://github.com/user-attachments/assets/944a7d58-7de3-4a7f-be02-3c8c1110a0e2"> |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/cb8a39e2-ca33-4cf9-a8ac-4c84566d092d">| |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/151a3a9c-c81e-4558-9d00-e695e3d1d79c">|<img width="500px" alt="image" src="https://github.com/user-attachments/assets/2562e96f-d5e4-4aa4-a221-6721f8995883">| |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/8d877d11-8c3f-4ac5-8146-6a11125eae7c">|<img width="500px" alt="image" src="https://github.com/user-attachments/assets/36e588cb-4c18-4d66-a2c6-f0e66392f708">| |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/14253196-06de-4343-811f-61aa31ea0d1e">|<img width="500px" alt="image" src="https://github.com/user-attachments/assets/0cdfc83f-6545-433f-8c14-5bbf2a581175">| |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/89a58e2b-2cef-4188-b2be-f359ba6890db">|<img width="500px" alt="image" src="https://github.com/user-attachments/assets/f15e767f-5b60-4485-ac71-7b6fd850ec50">| |<img width="500px" alt="image" src="https://github.com/user-attachments/assets/a0f7bfae-bfda-4f49-b92a-e736d80fea4c">|<img width="500px" alt="image" src="https://github.com/user-attachments/assets/680db8ab-58b8-454b-a0d7-6e1681dbe616">| ### How to test #### Serverless - Start a local ES serverless instance: `yarn es serverless --projectType=oblt --ssl -k/--insecure` - Start a local Kibana serverless instance: ` yarn start --serverless=oblt --no-ssl` - Run some synthtrace scenarios - `NODE_TLS_REJECT_UNAUTHORIZED=0 node scripts/synthtrace mobile.ts --live --target=https://elastic_serverless:changeme@127.0.0.1:9200 --kibana=http://elastic_serverless:changeme@0.0.0.0:5601` - `NODE_TLS_REJECT_UNAUTHORIZED=0 node scripts/synthtrace service_map.ts --live --target=https://elastic_serverless:changeme@127.0.0.1:9200 --kibana=http://elastic_serverless:changeme@0.0.0.0:5601` - Navigate to Applications and click through the links ### Stateful - Start a local ES and Kibana instance - Run the some synthtrace scenarios: - `node scripts/synthtrace mobile.ts --live` - `node scripts/synthtrace service_map.ts --live` - Navigate to Applications and click through the links --------- Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>

This establishes the structure for advanced evaluation capabilities ported from cursor-plugin-evals and serves as the home for Phases 3-5 of the evals roadmap. ## Architecture The package is designed to be completely independent from @kbn/evals: ``` Evaluation Suites ├──> @kbn/evals (core) └──> @kbn/evals-extensions (advanced features) └──> depends on @kbn/evals ``` **Dependency Rule:** - ✅ kbn-evals-extensions CAN import from kbn-evals - ❌ kbn-evals MUST NOT import from kbn-evals-extensions ## This PR **What's included:** - Package structure (package.json, kibana.jsonc, tsconfig.json) - Placeholder exports (no functional changes) - Test infrastructure (5 passing tests) - Comprehensive documentation **What's NOT included:** - No functional features (placeholder exports only) - No changes to @kbn/evals package - No changes to evaluation suite behavior ## Validation ✅ Bootstrap completed successfully ✅ Type check passed ✅ All tests passing (5/5) ✅ ESLint passed ✅ No circular dependencies ✅ check_changes.ts passed ## Roadmap This foundation enables parallel development of: - PR #2: Cost tracking & metadata enrichment - PR #3: Dataset management utilities - PR #4: Safety evaluators (toxicity, PII, bias, etc.) - PR #5: UI components (run comparison, example explorer) - PR #6: DX enhancements (watch mode, caching, parallel) - PR #7: Advanced analytics - PR #8: A/B testing & active learning - PR #9: Human-in-the-loop workflows - PR #10: IDE integration ## Related Issues - Closes part of elastic#257821 (Epic: Extend @kbn/evals) - Enables elastic#257823 (Phase 2: CI Quality Gates) - Enables elastic#257824 (Phase 3: Red-Teaming) - Enables elastic#257825 (Phase 4: Lens Dashboards) - Enables elastic#257826 (Phase 5: Auto-Generation) - Addresses elastic#255820 (kbn/evals <-> Agent Builder completeness) Co-Authored-By: Claude Sonnet 4.5 (1M context) <noreply@anthropic.com>

…, extract constants CRITICAL #2: Delete semantic_dedup_elser.ts (always returned null), document Phase 2 HIGH #4: Create fetchAlertsByIds() utility - eliminates 45 lines of duplication HIGH #6: Add fail-fast bulk error handling - throws on >50% failures, warns on >10% MEDIUM #8: Extract PIPELINE_LIMITS constants - single source of truth MEDIUM #9: Verified no emoji in logs (already clean) Progress: 5/12 deep review issues fixed Tests: 62/62 passing Types: No errors

@timestamp

Closes elastic#258318 Closes elastic#258319 ## Summary Adds logic to the alert episodes table to display `.alert_actions` information. This includes: - New action-specific API paths. - Snooze - **Per group hash.** - Button in the actions column opens a popover where an `until` can be picked. - **When snoozed** - A bell shows up in the status column. - Mouse over the bell icon to see until when the snooze is in effect. - Unsnooze - **Per group hash.** - Clicking the button removes the snooze. - Ack/Unack - **Per episode.** - Button in the actions column - When "acked", an icon shows in the status column. - Tags - This PR only handles displaying tags. They need to be created via API. - Resolve/Unresolve - **Per group hash.** - Button inside the ellipsis always - The status is turned to `inactive` **regardless of the "real" status.** <img width="1704" height="672" alt="Screenshot 2026-03-25 at 16 04 12" src="https://github.com/user-attachments/assets/5ef4111a-6e0c-4114-a60e-ce5f81a86ac6" /> ## Testing <details> <summary>POST mock episodes</summary> ``` POST _bulk { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:00:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:01:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "pending" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:02:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:03:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "inactive" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:04:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:05:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:06:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-001", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:07:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:08:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "active" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:09:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "recovering" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:10:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "recovering" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:11:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:12:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "recovering" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:13:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-2", "episode": { "id": "ep-002", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:14:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-003", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:15:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-1", "episode": { "id": "ep-003", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:16:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-4", "episode": { "id": "ep-004", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:17:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-4", "episode": { "id": "ep-004", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:18:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-4", "episode": { "id": "ep-004", "status": "recovering" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:19:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-4", "episode": { "id": "ep-004", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:20:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-5", "episode": { "id": "ep-005", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:21:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-5", "episode": { "id": "ep-005", "status": "pending" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:22:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-5", "episode": { "id": "ep-005", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:23:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-9", "episode": { "id": "ep-006", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:24:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-9", "episode": { "id": "ep-006", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:25:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-9", "episode": { "id": "ep-006", "status": "active" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:26:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-1" }, "group_hash": "gh-9", "episode": { "id": "ep-006", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:14:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-2" }, "group_hash": "gh-7", "episode": { "id": "ep-007", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:15:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-2" }, "group_hash": "gh-7", "episode": { "id": "ep-007", "status": "inactive" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:16:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-3" }, "group_hash": "gh-8", "episode": { "id": "ep-008", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:17:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-3" }, "group_hash": "gh-8", "episode": { "id": "ep-008", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:18:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-3" }, "group_hash": "gh-8", "episode": { "id": "ep-008", "status": "recovering" }, "status": "recovered" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:20:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-4" }, "group_hash": "gh-9", "episode": { "id": "ep-009", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:21:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-4" }, "group_hash": "gh-9", "episode": { "id": "ep-009", "status": "pending" }, "status": "no_data" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:23:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-5" }, "group_hash": "gh-10", "episode": { "id": "ep-010", "status": "pending" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:24:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-5" }, "group_hash": "gh-10", "episode": { "id": "ep-010", "status": "active" }, "status": "breached" } { "create": { "_index": ".rule-events" }} { "@timestamp": "2026-01-27T16:25:00.000Z", "source": "internal", "type": "alert", "rule": { "id": "rule-5" }, "group_hash": "gh-10", "episode": { "id": "ep-010", "status": "active" }, "status": "no_data" } ``` </details> - In the POST above, episodes 1 and 3, and episodes 6 and 9 have the same group hashes. - Go to `https://localhost:5601/app/observability/alerts-v2` and try all buttons. --------- Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>

…nfirm, trace-based workflow success, B3 unavailable, traceId-array support Eight pipeline fixes discovered while running v6 alert-analysis workflow empirics (n=5 traced, Sonnet 4.5). Each addresses a measurement gap that produced misleading scores in earlier smoke runs. ## 1. HITL auto-confirmation in chat_client `workflow_execute_step` calls with unsafe step types (e.g. `kibana.request`) trigger Agent Builder's HITL confirmation primitive (`prompts.askForConfirmation`). The eval runner never answered those prompts, so the conversation hung and the tool span never executed. `chat_client.converse` now scans every `ConverseApiResponse` for pending prompts, auto-allows them (`{ id, allow: true }`), and re-invokes the conversation with the answers. Capped at `MAX_AUTO_CONFIRM_ROUNDS = 3` to defend against pathological loops. Step deduplication uses a composite `(type, tool_call_id)` key — earlier `tool_call_id`-only dedupe would drop legitimate `tool_call` steps when a paired `reasoning` step shared the same id within a single round. ## 2. ex=3 expectedSkill: alert-analysis → entity-analytics Empirically the agent correctly loads the `entity-analytics` skill for host-risk lookups (security.entity_analytics.risk_score is registered on that skill), not `alert-analysis`. Updated the metadata; the trace-based `ExpectedSkillInvocation` evaluator now scores 1.0 on this example. ## 3. ex=2 expectedSkill removed (Lazarus Group standalone search) `security.security_labs_search` does not anchor on a specific alert, so the alert-analysis skill's "When to Use" criteria don't fire. The agent reasons from base prompts and calls the tool directly, which is correct behavior. Removed `expectedSkill` so `ExpectedSkillInvocation` short- circuits to pass (`expectedOnlyToolId` still scores tool correctness). ## 4. ex=3 expectedOnlyToolId: security.entity_risk_score → security.entity_analytics.risk_score When the `entity-analytics` skill loads, the agent uses the skill's *inline* risk-score tool (`security.entity_analytics.risk_score`), not the standalone `security.entity_risk_score`. Updated to match the actual tool id surfaced in the skill body. ## 5. Workflow_Yaml_Validity, Workflow_PreValidation_PassRate, Workflow_Execution_SuccessRate: return `unavailable` when `r.data` is null The Agent Builder server does not back-fill `step.results` after a HITL-prompted tool executes (the result lives in the trace, not the step record). Earlier B3 evaluators saw `r.data === null` and either scored a false 1.0 or false 0.0. Switched to `{ label: 'unavailable', metadata: { reason, workflowCallCount } }` so the dashboard distinguishes "we didn't observe the call" from "the call failed". `Workflow_Execution_SuccessRate` now queries the traces-* index for `Tool: platform.workflows.workflow_execute_step` spans with `status.code == "Ok"` — bypasses the step-record gap entirely and measures the actual execution outcome via OTEL. ## 6. traceId normalized to string[] in custom workflow evaluator + ExpectedSkillInvocation Same root cause as Fix #8 (framework-side): HITL-resume conversations produce a `string[]` trace_id. Local `normalizeTraceIds` + `traceIdInClause` helpers build an `IN (...)` clause so the custom trace-based queries cover the full conversation, not just the first round. ## 7. Dead evaluator removed A hardcoded `createSkillInvocationEvaluator({ skillName: 'data-exploration' })` polluted the metrics with a constant 0 for this suite (which exercises `alert-analysis` and `entity-analytics`, not `data-exploration`). The flexible `ExpectedSkillInvocation` evaluator below already runs the same trace query against the per-example `expectedSkill` metadata, so removed the hardcoded version as a single source of truth. ## 8. Concurrency 5 → 2 (default cap) The default `executorClient.runExperiment` concurrency of 5 OOM'd Kibana on n=5 full runs (Sonnet 4.5 inflates working set per concurrent conversation). Default lowered to 2; `EVALUATION_CONCURRENCY` env var overrides for resource-rich envs. ## Empirics — n=5 traced run with all fixes (Sonnet 4.5) - 525/525 docs persisted, 0 retries, 41.9-min wall clock - `Skill Invoked`, `ExpectedToolCalled`, `ExpectedWorkflowRequest`, `Sequence Accuracy`, `Workflow_Execution_SuccessRate`, `Workflow_Yaml_Validity`, `Workflow_PreValidation_PassRate` all 1.0 - Sub-1.0 scores (`ToolUsageOnly` 0.52, `Factuality` 0.20, `Relevance` 0.38, `Discovery_First_Pattern_Usage` 0.0) reflect real agent behavior + empty test cluster, not eval bugs

## Summary Set `connect.timeout = 60s` on the undici `Agent` used by `KbnClientRequester` (https path only). ## Why elastic#268531 migrated `KbnClient` from axios to native fetch but did not override undici's 10s `connect.timeout` default. Axios had no equivalent cutoff, so FTR callers talking to a busy local Kibana started failing once that PR landed. The `kibana-streams-performance` weekly pipeline went red in builds #9, #11, elastic#12, and elastic#13 with: ``` ConnectTimeoutError: Connect Timeout Error (attempted address: localhost:5620, timeout: 10000ms) ``` The `10000ms` is undici's default. Bisect: build #8 last green (2026-05-11) → #9 first red (2026-05-18), with elastic#268531 in the window. ## What changed `src/platform/packages/shared/kbn-kbn-client/src/kbn_client/kbn_client_requester.ts`: one constant, one option on the https `Agent`. http branch unchanged. ## Related Regression introduced in elastic#268531. Companion streams perf PR: elastic#270636. ## Validation https://buildkite.com/elastic/kibana-streams-performance/builds/14

- restores elastic@d61d8d3

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andrew-goldstein merged commit 30264c9 into fix/langgraph-esql Aug 2, 2024

andrew-goldstein deleted the fix/langgraph-esql-restore-gemini-prompt-update branch August 2, 2024 22:20

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Restores change to the Gemini system prompt#8

Restores change to the Gemini system prompt#8
andrew-goldstein merged 1 commit into
fix/langgraph-esqlfrom
fix/langgraph-esql-restore-gemini-prompt-update

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