[aw] Flaky Test Triage failed

[github-actions]

Workflow Failure

Workflow: Flaky Test Triage
Branch: main
Run: https://github.com/dotnet/msbuild/actions/runs/27139384220
Pull Request: #13886

⛔ Effective Token Budget Exhausted: The run failed due to effective-token budget/rate-limit enforcement in the API proxy.

Why this happened and how to optimize

• Learn about effective tokens.

• Effective tokens used: 25M

• Configured ET budget: 25M

• Run: https://github.com/dotnet/msbuild/actions/runs/27139384220
  You can tune this limit with max-effective-tokens in workflow frontmatter.

ET computation details (formula: 1×max(input-cached,0) + 0.1×cached + 4×output + 4×reasoning + 1×cache_write, then ×model multiplier)

#	Model	Input	Output	Cache Read	Cache Write	ΔET	ET	Duration
1	claude-sonnet-4.6	35,468	304	0	0	330.2K	330.2K	7.0s
2	claude-sonnet-4.6	35,899	110	0	0	327.1K	657.2K	4.3s
3	claude-sonnet-4.6	36,887	333	35,898	0	53.2K	710.4K	6.4s
4	claude-sonnet-4.6	37,346	71	36,833	0	40.3K	750.7K	3.4s
5	claude-sonnet-4.6	37,971	548	0	0	361.5K	1.1M	9.1s
6	claude-sonnet-4.6	39,370	241	37,345	0	60.5K	1.2M	4.9s
7	claude-sonnet-4.6	40,434	95	37,917	0	60.2K	1.2M	3.5s
8	claude-sonnet-4.6	40,812	136	40,433	0	44.7K	1.3M	3.8s
9	claude-sonnet-4.6	41,230	372	40,811	0	53.9K	1.3M	7.0s
10	claude-sonnet-4.6	41,876	460	41,229	0	59.5K	1.4M	9.0s
11	claude-sonnet-4.6	42,606	105	41,875	0	48K	1.4M	4.5s
12	claude-sonnet-4.6	45,931	5,862	42,605	0	279.3K	1.7M	1m28s
13	claude-sonnet-4.6	58,969	4,276	45,930	0	312.6K	2M	1m10s
14	claude-sonnet-4.6	63,796	2,690	57,370	0	206.3K	2.2M	44.7s
15	claude-sonnet-4.6	70,102	6,107	63,795	0	334K	2.6M	1m32s
16	claude-sonnet-4.6	76,964	6,678	0	0	933.1K	3.5M	1m42s
17	claude-sonnet-4.6	84,047	378	76,963	0	146.6K	3.7M	8.2s
18	claude-sonnet-4.6	84,881	126	83,627	0	91.1K	3.7M	11.4s
19	claude-sonnet-4.6	85,037	258	84,880	0	87.1K	3.8M	5.7s
20	claude-sonnet-4.6	85,570	733	85,036	0	107.7K	3.9M	12.9s
21	claude-sonnet-4.6	86,383	760	85,569	0	111.7K	4M	13.4s
22	claude-sonnet-4.6	87,215	71	86,344	0	88.1K	4.1M	3.6s
23	claude-sonnet-4.6	87,374	1,194	87,214	0	122.9K	4.3M	23.4s
24	claude-sonnet-4.6	88,734	531	87,314	0	110.5K	4.4M	8.2s
25	claude-sonnet-4.6	89,459	127	88,733	0	91K	4.5M	4.1s
26	claude-sonnet-4.6	89,680	88	89,458	0	85.7K	4.5M	3.7s
27	claude-sonnet-4.6	89,862	132	89,679	0	87.1K	4.6M	4.3s
28	claude-sonnet-4.6	90,681	472	89,808	0	105.7K	4.7M	9.0s
29	claude-sonnet-4.6	91,633	279	90,680	0	100.2K	4.8M	6.9s
30	claude-sonnet-4.6	92,039	302	91,632	0	97K	4.9M	6.7s
31	claude-sonnet-4.6	92,432	93	23,079	0	648.3K	5.6M	5.2s
32	claude-sonnet-4.6	92,531	1,287	92,038	0	133.6K	5.7M	22.2s
33	claude-sonnet-4.6	94,391	4,353	92,530	0	256.7K	6M	53.0s
34	claude-sonnet-4.6	98,762	1,562	0	0	945.1K	6.9M	15.2s
35	claude-sonnet-4.6	100,416	972	23,079	0	751.8K	7.7M	18.5s
Total		2,456,788	42,106	1,969,704	0		7.7M	11m35s

● 7.7M
_{ET weights: input=1 · cached_input=0.1 · output=4 · reasoning=4 · cache_write=1}

• To optimize this workflow, follow the token optimization instructions.

Action Required

Assign this issue to an agent to debug and fix the issue.

Debug with any coding agent

Use this prompt with any coding agent (GitHub Copilot, Claude, Gemini, etc.):

Debug the agentic workflow failure using https://raw.githubusercontent.com/github/gh-aw/main/debug.md

The failed workflow run is at https://github.com/dotnet/msbuild/actions/runs/27139384220

Manually invoke the agent

Debug this workflow failure using your favorite Agent CLI and the agentic-workflows prompt.

• Start your agent
• Load the agentic-workflows skill from .github/skills/agentic-workflows/SKILL.md or https://github.com/github/gh-aw/blob/main/.github/skills/agentic-workflows/SKILL.md
• Type debug the agentic workflow flaky-test-detector.agent failure in https://github.com/dotnet/msbuild/actions/runs/27139384220

Tip

Stop reporting this workflow as a failure

To stop a workflow from creating failure issues, set report-failure-as-issue: false in its frontmatter:

safe-outputs:
  report-failure-as-issue: false

Generated from Flaky Test Triage · sonnet46 7.7M · ◷

• expires on Jun 15, 2026, 1:36 PM UTC