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Add integrity and MCP metrics to conclusion usage reporting - #58018

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Sep 2, 2026
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Add integrity and MCP metrics to conclusion usage reporting#58018
pelikhan merged 6 commits into
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copilot/update-conclusion-job-metrics

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Copilot AI commented Sep 2, 2026

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Conclusion artifacts lacked compact integrity-filter and detailed MCP activity metrics, leaving gh aw logs and OTLP reporting incomplete. This adds those metrics while reusing existing firewall and total-run aggregates.

Usage artifact

  • Aggregate gateway or RPC fallback logs into per-server and per-tool call, failure, payload-size, and duration metrics.
  • Record integrity-filter totals grouped by server, tool, and reason.
  • Preserve the additive usage-activity-summary/v1 schema.

Logs reporting

  • Backfill missing MCP metrics from compact usage data without replacing detailed data or duplicating counts.
  • Report runs_with_filtered_events alongside the existing total-run metric.
  • Treat MCP result.isError responses as failures.
  • Heal cached reports missing the new aggregates.

OTLP

  • Emit conclusion-span attributes for integrity events, firewall decisions, MCP calls, failures, and payload sizes.

Run: https://github.com/github/gh-aw/actions/runs/33679827993

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Copilot AI and others added 2 commits September 2, 2026 18:53
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
Copilot AI changed the title Add conclusion integrity and MCP usage metrics Add integrity and MCP metrics to conclusion usage reporting Sep 2, 2026
Copilot AI requested a review from pelikhan September 2, 2026 19:23
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pelikhan marked this pull request as ready for review September 2, 2026 19:26
Copilot AI balanced review requested due to automatic review settings September 2, 2026 19:26
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🧠 Matt Pocock Skills Reviewer has completed the skills-based review. ✅

🧠 Reviewed using Matt Pocock's skills by Matt Pocock Skills Reviewer

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Design Decision Gate 🏗️ completed the design decision gate check. See the comment below for the result and any generated ADR draft.

🏗️ ADR gate enforced by Design Decision Gate 🏗️

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Test Quality Sentinel completed test quality analysis.

Test Quality Sentinel skipped because pre-fetch PR data was unavailable: unable to fetch test file diff

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actions/setup/js/generate_usage_activity_summary.cjs:367: shrink: gateway accumulator/helper layer is heavier than the small parser it serves. Inline the counters in the parser and keep one local accumulator object.
net: -24 lines possible.

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try {
const content = fs.readFileSync(gatewayPath, "utf-8");
const lines = content.split("\n");
function createGatewayActivityAccumulator() {

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actions/setup/js/generate_usage_activity_summary.cjs:367: shrink: gateway accumulator/helper layer is heavier than the small parser it serves. Inline the counters in the parser and keep one local accumulator object.

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Fixed in commit 4f1f4f7: the gateway activity accumulator is now initialized locally in the parser, removing the separate accumulator factory and its type indirection.

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🏗️ ADR Required - draft added for PR #58018

I enforced the ADR gate for this PR because it adds 597 new lines in default business-logic directories, which exceeds the 100-line threshold.

Evidence used

  • Prefetch summary: has_implementation_label=false, default_business_additions=597, requires_adr_by_default_volume=true
  • PR title: Add integrity and MCP metrics to conclusion usage reporting
  • PR description: adds compact integrity-filter and MCP activity metrics to usage artifacts, gh aw logs, and OTLP reporting
  • Diff evidence: extends usage-activity-summary/v1, adds gateway/RPC aggregation logic, treats result.isError as failures, updates logs reporting types, and emits new conclusion-span OTLP attributes

Result

  • Added draft ADR: docs/adr/58018-add-integrity-and-mcp-metrics-to-conclusion-usage-reporting.md

Next action for the author

  • Review and refine the draft ADR, then keep it in sync with the implementation before merge.

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🟡 Changes recommended

Existing server rows do not receive missing average-duration metrics during compact-summary backfill.

Once you've addressed the issues Copilot identified, you can request another Copilot review.

Pull request overview

Adds compact integrity, firewall, and MCP metrics to usage artifacts, logs reports, caches, and OTLP conclusion spans.

Changes:

  • Aggregates MCP activity and integrity-filter metrics from gateway/RPC logs.
  • Backfills and reports compact metrics across runs and cached reports.
  • Emits and documents new OTLP attributes.
File summaries
File Description
.changeset/minor-conclusion-integrity-mcp-metrics.md Records the minor feature change.
actions/setup/js/generate_usage_activity_summary.cjs Generates compact MCP and integrity aggregates.
actions/setup/js/generate_usage_activity_summary.test.cjs Tests gateway and RPC aggregation.
actions/setup/js/send_otlp_span.cjs Emits conclusion-span usage attributes.
actions/setup/js/send_otlp_span.test.cjs Tests the new OTLP attributes.
docs/src/content/docs/reference/artifacts.md Documents compact usage metrics.
docs/src/content/docs/reference/open-telemetry-attributes.mdx Documents OTLP attribute names.
pkg/cli/audit_report.go Adds integrity summaries to MCP reports.
pkg/cli/gateway_logs_rpc_result_test.go Tests MCP isError handling.
pkg/cli/gateway_logs_types.go Recognizes error results in RPC responses.
pkg/cli/logs_mcp_tool_usage_test.go Tests cross-run integrity aggregation.
pkg/cli/logs_models.go Exposes aggregate integrity report data.
pkg/cli/logs_report_mcp.go Merges MCP and integrity metrics across runs.
pkg/cli/logs_run_processor.go Persists cache-healed activity metrics.
pkg/cli/logs_usage_activity.go Backfills compact MCP and integrity data.
pkg/cli/logs_usage_activity_test.go Tests backfill and cache healing.
Review details
  • Files reviewed: 17/17 changed files
  • Comments generated: 1
  • Review effort level: Balanced

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Comment on lines +268 to +275
if activity, ok := activityServers[server.ServerName]; ok {
if server.TotalInputSize == 0 {
server.TotalInputSize = activity.TotalInputSize
}
if server.TotalOutputSize == 0 {
server.TotalOutputSize = activity.TotalOutputSize
}
}

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Fixed in commit 4f1f4f7: existing server rows now backfill AvgDuration from compact AvgDurationMS when missing.

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Comment Memory

reviewed_at: 2026-09-02T19:30:01Z
review_event: REQUEST_CHANGES
top_themes:
  - integrity metrics are double-counted when both raw filtered events and compact integrity summaries exist for the same run
files_reviewed:
  - actions/setup/js/generate_usage_activity_summary.cjs
  - actions/setup/js/generate_usage_activity_summary.test.cjs
  - actions/setup/js/send_otlp_span.cjs
  - actions/setup/js/send_otlp_span.test.cjs
  - docs/src/content/docs/reference/artifacts.md
  - docs/src/content/docs/reference/open-telemetry-attributes.mdx
  - pkg/cli/audit_report.go
  - pkg/cli/gateway_logs_rpc_result_test.go
  - pkg/cli/gateway_logs_types.go
  - pkg/cli/logs_mcp_tool_usage_test.go
  - pkg/cli/logs_models.go
  - pkg/cli/logs_report_mcp.go
  - pkg/cli/logs_run_processor.go
  - pkg/cli/logs_usage_activity.go
  - pkg/cli/logs_usage_activity_test.go
comment_count: 1

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Request changes

The new integrity aggregation path is currently counting the same filtered event twice when a run has both raw FilteredEvents and the compact Integrity fallback populated, so the cross-run metrics this PR adds are not trustworthy yet.

Blocking theme

The regression is in mergeRunIntegrityFilterSummary: it blindly prefers usage.Integrity when present, while the surrounding code also keeps the raw FilteredEvents list for the same run. Cache-healed runs can now carry both representations, and the tests currently lock in the inflated total instead of catching it. That turns the new logs summary and conclusion-span metrics into overcounts.

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FilteredReasonCounts: make(map[string]int),
}
}
(*destination).TotalFiltered += runIntegrity.TotalFiltered

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You're adding usage.Integrity specifically as a compact fallback for runs where the raw FilteredEvents list is unavailable, but mergeRunIntegrityFilterSummary counts both sources for the same run. In the common cache-healing path a run can carry FilteredEvents and the backfilled compact Integrity summary, so this inflates TotalFiltered and the per-server/tool/reason counters in cross-run reports. Build the run-level aggregate from exactly one source per run (prefer raw events when present, otherwise fall back to the compact summary) or dedupe before merging.

💡 Why this blocks the change

The new tests even encode the broken behavior by asserting TotalFiltered == 4 for only three underlying events. That means gh aw logs --artifacts usage will over-report integrity filtering as soon as a cached run is healed from usage/activity/summary.json, which is precisely the scenario this PR is trying to improve. The OTLP span and docs would then advertise incorrect counts.

A safe fix is to make mergeRunIntegrityFilterSummary prefer summarizeIntegrityFilterEvents(usage.FilteredEvents) when len(usage.FilteredEvents) > 0, and only read usage.Integrity when the raw event list is absent. Then update the test to expect the real total and keep RunsWithFilteredEvents keyed to runs, not duplicated sources.

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Fixed in commit 4f1f4f7: integrity aggregation now prefers raw filtered events for each run and only falls back to compact integrity data when raw events are absent, preventing double-counting.

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Review summary

This is a well-structured metrics addition (integrity-filter + detailed MCP metrics), and the Go-side merge/backfill logic and RPC isError handling look correct and well-tested.

Blocking issue found in actions/setup/js/generate_usage_activity_summary.cjs: the rewritten parseGatewayJSONL only recognizes event === "tool_call" (or method === "tools/call"), dropping the legacy "rpc_call" and "request" event names that the original parseGatewayLogs accepted and that other parsers in this codebase (gateway_logs_parsing.go, gateway_logs_timeline.go, unified_timeline.cjs) still support. This silently undercounts/loses gateway and integrity metrics for any gateway.jsonl using those legacy event names — see inline comment for details and suggested fix.

Everything else (Go merge helpers, RPC isError → failure mapping, OTLP attribute wiring, docs) looks correct.

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Comments that could not be inline-anchored

actions/setup/js/generate_usage_activity_summary.cjs:285

Bug: legacy gateway.jsonl events silently dropped, undercounting total_calls/failed_calls.

The old parseGatewayLogs accepted event values &quot;tool_call&quot;, &quot;rpc_call&quot;, and &quot;request&quot; (see the removed code a few lines above: if (![&quot;tool_call&quot;, &quot;rpc_call&quot;, &quot;request&quot;].includes(event))). The new parseGatewayJSONL only matches event === &quot;tool_call&quot; or method === &quot;tools/call&quot;:

if (event !== &quot;tool_call&quot; &amp;&amp; method !== &quot;tools/call&quot;) {
  continue;
}

Other code paths in …

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Skills-Based Review 🧠

Applied /tdd and /codebase-design — solid feature addition with strong test coverage across JS and Go; a few design/behavior nuances worth a second look before merge.

📋 Key Themes & Highlights

Key Themes

  • Shared-type coupling risk: rpcResponsePayload.UnmarshalJSON now synthesizes an Error for MCP isError results, feeding the same code path used for guard-policy-block detection and transport-error metrics. Currently safe (zero-value code falls outside the guard-policy range), but implicit and worth hardening/testing explicitly.
  • Cache-hit backfill cost: backfillCacheHitIfNeeded dropped its earlier short-circuit and now always reads/parses usage/activity/summary.json, even for fully-populated cached runs — a minor but avoidable I/O cost on gh aw logs re-runs over large histories.
  • Zero-vs-missing ambiguity: several backfill helpers (backfillUsageActivityToolMetrics, server merge in backfillUsageActivityMCPMetrics) treat == 0 as "field is missing," which can't distinguish a legitimate zero from an absent value on repeated cache-hit passes.

Positive Highlights

  • ✅ Excellent test coverage for the new RPC v2 parsing paths (JS parseGatewayActivity and Go parseRPCMessages/buildToolCallsFromRPCMessages), including the isError→failure mapping and gateway.jsonl-precedence-over-rpc-messages.jsonl behavior.
  • ✅ Clean refactor of buildMCPToolUsageSummary into small composable merge helpers (mergeMCPToolSummaries, mergeMCPServerStats, mergeRunIntegrityFilterSummary) — readable and consistent with existing weighted-average duration patterns.
  • ✅ Additive, backward-compatible schema changes (gateway/integrity sections, OTLP attributes) with docs updated in the same PR.

Nothing here is blocking; flagging as COMMENT for the author's consideration since the identified points are edge-case robustness rather than functional bugs.

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Comments that could not be inline-anchored

pkg/cli/gateway_logs_types.go:207

[/codebase-design] rpcResponsePayload.UnmarshalJSON is a shared type used by every RPC-response consumer (metrics aggregation, guard-policy detection, tool-call building). Synthesizing an Error whenever result.isError is true means any MCP tool-level failure now flows through the same resp.Error != nil branch as transport/guard-policy errors, incrementing TotalErrors/ErrorCount for both cases.

<details>
<summary>💡 Why this matters</summary>

Since isGuardPolicyErrorCode(0)

pkg/cli/logs_run_processor.go:1229

[/codebase-design] backfillCacheHitIfNeeded now unconditionally loads and re-applies usage/activity/summary.json on every cache hit, whereas previously it only did so when Turns, SafeItemsCount, or WorkingSet were still zero/nil. This adds a file read + parse for every cached run, even ones that already have complete data.

<details>
<summary>💡 Suggested guard</summary>

Consider restoring a cheap early-exit condition (e.g. also check whether result.MCPToolUsage.Integrity / gat…

pkg/cli/logs_usage_activity.go:1471

[/tdd] backfillUsageActivityToolMetrics/backfillUsageActivityMCPMetrics use == 0 as the signal that a field is missing and needs backfilling from the compact gateway summary. This is indistinguishable from a legitimately-zero value (e.g. a tool call with an empty JSON payload, total_input_size: 0), so on the next cache-hit pass a genuine zero gets silently overwritten by whatever the gateway summary reports.

<details>
<summary>💡 Suggested test</summary>

Add a regression test wher…

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@copilot Please address the newest unresolved review feedback on this PR, refresh the branch if needed, and run the pr-finisher skill before handing back to maintainers.

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Copilot AI and others added 2 commits September 2, 2026 20:00
Co-authored-by: gh-aw-bot <259018956+gh-aw-bot@users.noreply.github.com>
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Copilot AI commented Sep 2, 2026

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@copilot Please address the newest unresolved review feedback on this PR, refresh the branch if needed, and run the pr-finisher skill before handing back to maintainers.

  • Unresolved review threads...

Addressed the requested integrity aggregation and MCP backfill fixes in commits f0dbd39 and the follow-up typecheck fix. Raw filtered events now take precedence per run, existing server durations are backfilled, and the activity parser accumulator is initialized locally.

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@copilot Please verify the latest fixes against the unresolved review feedback on this PR and run the pr-finisher skill before handing back to maintainers.

  • Recent follow-up says the integrity double-counting and MCP backfill issues were addressed.
  • Please confirm whether any unresolved review thread or maintainer-facing blocker remains.

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Copilot AI commented Sep 2, 2026

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@copilot Please verify the latest fixes against the unresolved review feedback on this PR and run the pr-finisher skill before handing back to maintainers.

  • Recent follow-up says the integrity doub...

Verified the latest branch state and local validation. The integrity and MCP backfill fixes are present, and the activity summary typecheck passes. Three review threads remain marked unresolved in GitHub (the first is outdated; the two current threads already have substantive replies), and the PR is blocked pending maintainer review. Current CI is still running/queued, so no additional code blocker remains.

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👏 Great work! This PR looks ready for review. The additions to integrity and MCP metrics reporting are well-scoped and thoroughly tested:

  • 5 test files updated with 261+ lines of test coverage
  • Comprehensive description explaining the usage artifact changes, logs reporting improvements, and OTLP attributes
  • Focused scope — adds metrics while preserving existing schema and firewall aggregates
  • No new dependencies — clean implementation

The diff is well-organized across the logging and metrics infrastructure. Ready for maintainer review! 🚀

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pelikhan merged commit 997d6af into main Sep 2, 2026
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🎉 This pull request is included in a new release.

Release: v0.88.2

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