feat: add gen_ai.usage token breakdown to conclusion spans#29987
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feat: add gen_ai.usage token breakdown to conclusion spans#29987
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The four GenAI token-usage attributes (gen_ai.usage.input_tokens, gen_ai.usage.output_tokens, gen_ai.usage.cache_read.input_tokens, gen_ai.usage.cache_creation.input_tokens) are now added to the gh-aw.agent.conclusion span in addition to the child agent span. This enables single-query observability without requiring a join to the child span — DevOps engineers can now answer input vs. output token questions, cache hit rates, and high-token-burn workflows directly from the conclusion span. Changes: - Hoist agentUsage read outside the agent sub-span if-block - Add token breakdown attributes to the conclusion span attributes - Agent sub-span inherits them via [...attributes] copy (no duplicates) - Add 4 new tests verifying conclusion span carries token breakdown Agent-Logs-Url: https://github.com/github/gh-aw/sessions/891f7a06-3af2-47af-b9b1-77ef85e22502 Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
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[WIP] Add gen_ai.usage token breakdown to conclusion spans
feat: add gen_ai.usage token breakdown to conclusion spans
May 3, 2026
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Pull request overview
This PR enriches the job conclusion OTLP span with the full GenAI token-usage breakdown so token category queries (input/output/cache read/cache write) can be answered without joining to the child agent span.
Changes:
- Hoists
agent_usage.jsonparsing so the fourgen_ai.usage.*token breakdown attributes are added to the conclusion span (with> 0guards). - Removes the now-redundant token breakdown additions from the agent sub-span since it copies the conclusion attributes.
- Adds a new test suite validating the token breakdown presence/absence behavior on the conclusion span.
Show a summary per file
| File | Description |
|---|---|
actions/setup/js/send_otlp_span.cjs |
Adds token breakdown attributes to the conclusion span and relies on attribute copying for the agent sub-span. |
actions/setup/js/send_otlp_span.test.cjs |
Adds tests asserting token breakdown enrichment behavior on the conclusion span (present/absent/zero-value cases). |
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actions/setup/js/send_otlp_span.cjs:1013
agentAttributesis created as a shallow copy ofattributes, butattributesalready includesgen_ai.request.modelwhenmodelis set. The agent-span block then pushesgen_ai.request.modelagain, resulting in duplicate keys on the agent span. Consider removing the second addition (or removing it from the baseattributesand only adding it for the agent span) so each attribute key is emitted once per span.
const agentAttributes = [...attributes];
// gen_ai.operation.name is Required by the OTel GenAI spec for inference spans.
// All gh-aw agent executions are chat-style LLM completions.
agentAttributes.push(buildAttr("gen_ai.operation.name", "chat"));
if (model) agentAttributes.push(buildAttr("gen_ai.request.model", model));
// gen_ai.system is the OTel GenAI standard attribute for the LLM system/provider.
- Files reviewed: 2/2 changed files
- Comments generated: 0
Contributor
🧪 Test Quality Sentinel ReportTest Quality Score: 82/100✅ Excellent test quality
Test Classification DetailsView all 4 tests
Notes
Mocking pattern — Language SupportTests analyzed:
Verdict
📖 Understanding Test ClassificationsDesign Tests (High Value) verify what the system does:
Implementation Tests (Low Value) verify how the system does it:
Goal: Shift toward tests that describe the system's behavioral contract — the promises it makes to its users and collaborators. References: §25287725974
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✅ Test Quality Sentinel: 82/100. Test quality is excellent — 0% of new tests are implementation tests (threshold: 30%). All 4 tests verify observable OTLP span attributes and cover behavioral contracts (happy path, no-agent-span variant, file-absent error path, zero-value edge case).
Collaborator
|
@copilot merge main and recompile |
…ent-add-gen-ai-usage-token-breakdown # Please enter a commit message to explain why this merge is necessary, # especially if it merges an updated upstream into a topic branch. # # Lines starting with '#' will be ignored, and an empty message aborts # the commit. Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
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Done — merged main and recompiled all lock files in 741ce12. Warning Firewall rules blocked me from connecting to one or more addresses (expand for details)I tried to connect to the following addresses, but was blocked by firewall rules:
If you need me to access, download, or install something from one of these locations, you can either:
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pelikhan
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copilot/otel-improvement-add-gen-ai-usage-token-breakdown
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The four GenAI token-usage attributes were only emitted on the child
gh-aw.agent.agentspan, forcing an extra join to answer basic observability questions (input vs. output tokens, cache hit rate, high-burn workflows) from the parent conclusion span.Changes
send_otlp_span.cjs: Hoistsagent_usage.jsonread outside the agent sub-spanif-block; adds the fourgen_ai.usage.*attributes to the conclusion span'sattributesarray with the same> 0guards. Removes duplicate additions fromagentAttributes— the agent sub-span inherits them via[...attributes].send_otlp_span.test.cjs: Addsdescribe("token breakdown enrichment in conclusion span")with four tests covering: all attrs present with/without an agent sub-span, attrs absent whenagent_usage.jsonis missing, zero-value attrs omitted.The conclusion span now carries the full per-category token breakdown alongside
gh-aw.effective_tokens, enabling single-span queries in Grafana Tempo, Honeycomb, and Datadog without correlating child spans.Warning
Firewall rules blocked me from connecting to one or more addresses (expand for details)
I tried to connect to the following addresses, but was blocked by firewall rules:
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infocmp -1 xterm-color node /usr/bin/git --write scripts/**/*.js e/git git(http block)https://api.github.com/repos/github/gh-aw-actions/git/ref/tags/v1.0.0/usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v1.0.0 --jq [.object.sha, .object.type] | @tsv /home/REDACTED/work/gh-aw/gh-aw/.github/workflows/ai-moderator.md d43tsyO/DAaZteIL-3lxG0HoYBiF /opt/hostedtoolcache/node/24.14.1/x64/bin/node -json GO111MODULE ed } } /opt/hostedtoolcache/node/24.14.1/x64/bin/node /tmp�� needs.build.outputs.version x_amd64/vet /usr/bin/git ub/workflows GO111MODULE x_amd64/vet git(http block)/usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v1.0.0 --jq [.object.sha, .object.type] | @tsv /ref/tags/v9 config sv remote.origin.urgit infocmp(http block)https://api.github.com/repos/github/gh-aw-actions/git/ref/tags/v1.2.3/usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v1.2.3 --jq [.object.sha, .object.type] | @tsv xterm-color -dwarf=false /usr/bin/git go1.25.8 -c=4 -nolocalimports git -C /tmp/shared-actions-test902383323 remote .cfg ub/workflows GO111MODULE 64/pkg/tool/linu--show-toplevel e/git(http block)/usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v1.2.3 --jq [.object.sha, .object.type] | @tsv /home/REDACTED/work/gh-aw/gh-aw/.github/workflows rev-parse /usr/bin/git iant-2903834345 git /usr/bin/git git init�� k/_temp/uv-pytho/tmp/gh-aw-test-runs/20260503-183818-48943/test-1362980621/.github/workflows git 0"}} --show-toplevel git 86_64/node git(http block)https://api.github.com/repos/github/gh-aw/actions/runs/usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --limit 100 --created >=2026-04-26 GOMOD GOMODCACHE 64/pkg/tool/linuTest User itma�� ortcfg GO111MODULE x_amd64/compile GOINSECURE fips140/aes GOMODCACHE x_amd64/compile(http block)/usr/bin/gh gh run list --json 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headBranch: .head_branch, -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD reflectlite/asm.user.name x_amd64/vet(http block)/usr/bin/gh gh api repos/{owner}/{repo}/actions/runs/1234567890 --jq {databaseId: .id, number: .run_number, url: .html_url, status: .status, conclusion: .conclusion, workflowName: .name, workflowPath: .path, createdAt: .created_at, startedAt: .run_started_at, updatedAt: .updated_at, event: .event, headBranch: .head_branch, --show-toplevel git /usr/bin/git ithub-script/git/opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linux_amd64/link git bject.type] | @tsv git /pre�� json' --ignore-path ../../../.pr**/*.json git /usr/bin/git --show-toplevel git(http block)https://api.github.com/repos/github/gh-aw/actions/runs/12346/artifacts/usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/12346/artifacts --jq .artifacts[].name .cfg .cfg GOINSECURE GOMOD 3405487/b092/sym--show-toplevel 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block)https://api.github.com/repos/nonexistent/action/git/ref/tags/v999.999.999/usr/bin/gh gh api /repos/nonexistent/action/git/ref/tags/v999.999.999 --jq [.object.sha, .object.type] | @tsv DefaultBranchFromLsRemoteWithRealGitmain_branch1309128946/001' DefaultBranchFromLsRemoteWithRealGitmain_branch1309128946/001' ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet -p internal/godebugrev-parse -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet -o /tmp/go-build1343405487/b175/_pkg_.a -trimpath 64/pkg/tool/linux_amd64/vet -p crypto/internal/rev-parse -lang=go1.25 64/pkg/tool/linux_amd64/vet(http block)/usr/bin/gh gh api /repos/nonexistent/action/git/ref/tags/v999.999.999 --jq [.object.sha, .object.type] | @tsv --show-toplevel gh tions/setup/js/node_modules/.bin/node /repos/actions/g/opt/hostedtoolcache/node/24.14.1/x64/bin/node --jq(http block)https://api.github.com/repos/nonexistent/repo/actions/runs/12345/usr/bin/gh gh run view 12345 --repo nonexistent/repo --json status,conclusion GOINSECURE GOMOD GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linu--jq(http block)/usr/bin/gh gh run view 12345 --repo nonexistent/repo --json status,conclusion ./../.prettieriggit test@example.comrev-parse /usr/bin/git sh -c ck 'scripts/**/*.js' --ignore-pa.github/workflows/test.md git ache/node/24.14.1/x64/bin/node --show-toplevel git /usr/bin/infocmpxterm-color sh(http block)https://api.github.com/repos/owner/repo/actions/workflows/usr/bin/gh gh workflow list --json name,state,path --repo owner/repo x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet(http block)/usr/bin/gh gh workflow list --repo owner/repo --json name,path,state .cfg -I /tmp/go-build134rev-parse -I ache/go/1.25.8/x64/pkg/tool/linuorigin(http block)/usr/bin/gh gh workflow list --json name,state,path --repo owner/repo sv --show-toplevel git /usr/bin/git git /pre�� json' --ignore-path ../../../.pr**/*.json git /usr/bin/git --show-toplevel git /usr/bin/git git(http block)https://api.github.com/repos/test-owner/test-repo/actions/secrets/usr/bin/gh gh api /repos/test-owner/test-repo/actions/secrets --jq .secrets[].name -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE json reempt_wasm.s x_amd64/vet(http block)/usr/bin/gh gh api /repos/test-owner/test-repo/actions/secrets --jq .secrets[].name --show-toplevel git sh --show-toplevel git /usr/bin/git git rev-�� h ../../../.prettierignore git bin/sh --show-toplevel git(http block)https://api.github.com/repos/test/repo/usr/bin/gh gh api /repos/test/repo --jq .default_branch se 6848616/b164/vet.cfg .cfg -p internal/nettracrev-parse -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet(http block)/usr/bin/gh gh api /repos/test/repo --jq .default_branch runs/20260503-183818-48943/test-2399440125/.github/workflows git /usr/bin/infocmp tierignore git /usr/bin/git infocmp -1 xterm-color git t --show-toplevel git modules/@npmcli/--show-toplevel /usr/lib/git-core/git(http block)If you need me to access, download, or install something from one of these locations, you can either: