[aw] SDK Consistency Review Agent failed

[github-actions]

Workflow Failure

Workflow: SDK Consistency Review Agent
Branch: jmoseley/java-open-canvases-snapshot
Run: https://github.com/github/copilot-sdk/actions/runs/27184149545
Pull Request: #1606

⛔ 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/github/copilot-sdk/actions/runs/27184149545
  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	29,889	297	0	0	279.7K	279.7K	5.0s
2	claude-sonnet-4.6	31,654	209	25,881	0	82.8K	362.5K	4.0s
3	claude-sonnet-4.6	31,971	178	31,653	0	37.8K	400.2K	3.0s
4	claude-sonnet-4.6	32,325	532	31,970	0	51.1K	451.3K	8.4s
5	claude-sonnet-4.6	34,160	269	32,324	0	55.3K	506.6K	4.5s
6	claude-sonnet-4.6	35,935	335	33,155	0	66.9K	573.6K	5.4s
7	claude-sonnet-4.6	37,197	357	35,870	0	57.1K	630.6K	6.8s
8	claude-sonnet-4.6	40,100	437	37,196	0	75.3K	706K	8.5s
9	claude-sonnet-4.6	41,937	404	38,033	0	83.9K	789.9K	5.5s
10	claude-sonnet-4.6	42,418	244	41,936	0	50.9K	840.8K	4.9s
11	claude-sonnet-4.6	42,683	163	42,417	0	46.4K	887.2K	3.0s
12	claude-sonnet-4.6	43,480	330	42,682	0	57.5K	944.7K	6.5s
13	claude-sonnet-4.6	45,014	591	43,479	0	74.2K	1M	7.5s
14	claude-sonnet-4.6	45,894	559	45,013	0	68.6K	1.1M	8.2s
15	claude-sonnet-4.6	46,530	285	45,640	0	59.3K	1.1M	4.3s
16	claude-sonnet-4.6	46,892	205	46,529	0	52.5K	1.2M	3.2s
17	claude-sonnet-4.6	49,071	442	46,891	0	77.7K	1.3M	6.6s
18	claude-sonnet-4.6	49,590	233	49,070	0	57.2K	1.3M	3.7s
19	claude-sonnet-4.6	51,427	329	49,589	0	73K	1.4M	5.0s
20	claude-sonnet-4.6	51,777	401	51,426	0	63.9K	1.5M	8.1s
21	claude-sonnet-4.6	53,325	461	51,776	0	77.1K	1.5M	7.5s
22	claude-sonnet-4.6	54,527	199	53,324	0	66K	1.6M	3.8s
23	claude-sonnet-4.6	55,326	137	54,439	0	61.9K	1.7M	2.9s
24	claude-sonnet-4.6	55,484	244	55,325	0	60K	1.7M	3.7s
25	claude-sonnet-4.6	56,099	130	55,483	0	60.2K	1.8M	2.8s
26	claude-sonnet-4.6	56,394	734	56,098	0	79.6K	1.9M	11.7s
27	claude-sonnet-4.6	57,469	455	56,393	0	76.8K	2M	10.3s
28	claude-sonnet-4.6	58,000	71	57,468	0	59.1K	2M	2.9s
29	claude-sonnet-4.6	58,148	54	57,999	0	55.5K	2.1M	2.5s
30	claude-sonnet-4.6	58,222	143	58,147	0	58.2K	2.1M	4.0s
31	claude-sonnet-4.6	58,414	139	58,221	0	59.1K	2.2M	3.1s
32	claude-sonnet-4.6	58,858	170	58,413	0	62.7K	2.2M	3.9s
33	claude-sonnet-4.6	59,065	249	58,857	0	63.8K	2.3M	5.8s
34	claude-sonnet-4.6	59,376	536	59,064	0	75.3K	2.4M	9.5s
35	claude-sonnet-4.6	61,038	796	59,375	0	97.1K	2.5M	13.0s
36	claude-sonnet-4.6	61,856	209	61,037	0	69.8K	2.6M	3.9s
37	claude-sonnet-4.6	62,220	239	61,855	0	67.6K	2.6M	4.1s
38	claude-sonnet-4.6	62,628	837	62,219	0	89.8K	2.7M	16.1s
39	claude-sonnet-4.6	63,577	351	62,627	0	77.5K	2.8M	5.7s
40	claude-sonnet-4.6	64,035	621	63,576	0	83.7K	2.9M	11.3s
41	claude-sonnet-4.6	64,868	234	25,881	0	382.6K	3.3M	5.6s
42	claude-sonnet-4.6	65,341	224	64,034	0	77.5K	3.3M	4.3s
43	claude-sonnet-4.6	71,828	707	65,340	0	142.7K	3.5M	14.5s
44	claude-sonnet-4.6	72,554	1,349	71,827	0	119.8K	3.6M	21.2s
45	claude-sonnet-4.6	73,944	723	25,881	0	481.9K	4.1M	10.7s
46	claude-sonnet-4.6	74,658	100	72,553	0	87.8K	4.2M	2.6s
47	claude-sonnet-4.6	75,236	2,480	25,881	0	556.8K	4.7M	33.6s
Total		2,502,434	19,392	2,283,847	0		4.7M	5m33s

● 4.7M
_{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/github/copilot-sdk/actions/runs/27184149545

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 sdk-consistency-review failure in https://github.com/github/copilot-sdk/actions/runs/27184149545

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 SDK Consistency Review Agent · sonnet46 4.7M · ◷

• expires on Jun 16, 2026, 4:46 AM UTC