[aw] SDK Consistency Review Agent failed

[github-actions]

Workflow Failure

Workflow: SDK Consistency Review Agent
Branch: stephentoub-improve-csharp-e2e-coverage
Run: https://github.com/github/copilot-sdk/actions/runs/28719017738
Pull Request: #1906

⛔ 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/28719017738
  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	30,133	198	0	0	278.3K	278.3K	3.8s
2	claude-sonnet-4.6	31,031	167	0	0	285.3K	563.6K	3.3s
3	claude-sonnet-4.6	31,481	186	31,030	0	38.7K	602.3K	3.8s
4	claude-sonnet-4.6	32,760	470	31,480	0	56.8K	659.1K	8.6s
5	claude-sonnet-4.6	34,598	422	26,125	0	115K	774K	7.2s
6	claude-sonnet-4.6	36,122	475	32,759	0	76.8K	850.9K	6.8s
7	claude-sonnet-4.6	39,293	317	36,121	0	72.5K	923.4K	6.3s
8	claude-sonnet-4.6	40,837	501	39,292	0	67.3K	990.7K	7.9s
9	claude-sonnet-4.6	42,241	161	40,836	0	55.2K	1M	3.8s
10	claude-sonnet-4.6	43,272	329	42,240	0	59.1K	1.1M	5.3s
11	claude-sonnet-4.6	44,870	1,088	43,271	0	92.5K	1.2M	18.4s
12	claude-sonnet-4.6	51,362	308	44,869	0	109.9K	1.3M	6.5s
13	claude-sonnet-4.6	53,269	422	51,361	0	78.6K	1.4M	6.3s
14	claude-sonnet-4.6	55,817	686	53,268	0	95.6K	1.5M	11.4s
15	claude-sonnet-4.6	56,524	491	55,816	0	74.3K	1.6M	8.2s
16	claude-sonnet-4.6	57,142	188	56,523	0	63.2K	1.6M	3.3s
17	claude-sonnet-4.6	60,075	225	57,141	0	85.9K	1.7M	5.7s
18	claude-sonnet-4.6	61,128	744	60,074	0	90.3K	1.8M	11.8s
19	claude-sonnet-4.6	62,408	919	61,127	0	99.6K	1.9M	13.2s
20	claude-sonnet-4.6	64,351	348	62,407	0	86.2K	2M	4.9s
21	claude-sonnet-4.6	66,957	452	64,350	0	97.7K	2.1M	7.6s
22	claude-sonnet-4.6	67,593	354	66,956	0	78.7K	2.2M	6.0s
23	claude-sonnet-4.6	68,285	352	67,592	0	79.7K	2.2M	4.6s
24	claude-sonnet-4.6	69,262	717	68,284	0	96.1K	2.3M	10.5s
25	claude-sonnet-4.6	70,217	954	69,261	0	105.3K	2.4M	15.4s
26	claude-sonnet-4.6	71,715	199	70,216	0	83.8K	2.5M	4.7s
27	claude-sonnet-4.6	73,568	420	71,714	0	96.3K	2.6M	6.7s
28	claude-sonnet-4.6	75,029	1,238	73,567	0	123.9K	2.7M	21.8s
29	claude-sonnet-4.6	77,217	229	75,028	0	95.5K	2.8M	4.5s
30	claude-sonnet-4.6	77,467	121	77,216	0	76.1K	2.9M	3.1s
31	claude-sonnet-4.6	77,609	122	77,466	0	75.4K	3M	3.0s
32	claude-sonnet-4.6	79,176	260	77,608	0	93.3K	3.1M	5.3s
33	claude-sonnet-4.6	79,534	586	79,175	0	95.6K	3.2M	10.9s
34	claude-sonnet-4.6	80,168	275	79,533	0	87.2K	3.3M	5.7s
35	claude-sonnet-4.6	82,407	257	80,167	0	101.6K	3.4M	5.6s
36	claude-sonnet-4.6	84,924	317	26,125	0	564.1K	3.9M	6.7s
37	claude-sonnet-4.6	85,238	136	82,406	0	104.5K	4M	4.0s
38	claude-sonnet-4.6	85,422	556	85,237	0	98.4K	4.1M	9.3s
39	claude-sonnet-4.6	86,113	247	26,125	0	572.3K	4.7M	4.8s
40	claude-sonnet-4.6	86,462	284	26,125	0	576.8K	5.3M	5.2s
41	claude-sonnet-4.6	86,769	289	26,125	0	579.7K	5.9M	4.7s
Total		2,559,846	17,010	2,196,016	0		5.9M	4m57s

● 5.9M
_{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/28719017738

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/28719017738

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 5.9M · ◷

• expires on Jul 11, 2026, 8:48 PM UTC

[github-actions]

Agent job 28724355541 failed.

⛔ 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/28724355541
  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	30,139	311	0	0	282.4K	282.4K	4.8s
2	claude-sonnet-4.6	31,688	271	26,129	0	83.3K	365.8K	5.4s
3	claude-sonnet-4.6	32,831	160	31,687	0	44.6K	410.3K	2.8s
4	claude-sonnet-4.6	33,865	452	32,830	0	55.1K	465.5K	5.7s
5	claude-sonnet-4.6	35,412	817	33,864	0	73.8K	539.3K	12.5s
6	claude-sonnet-4.6	38,272	669	35,411	0	81.7K	621K	9.7s
7	claude-sonnet-4.6	39,500	533	38,271	0	64.7K	685.7K	7.0s
8	claude-sonnet-4.6	45,964	768	39,499	0	121.4K	807.1K	12.7s
9	claude-sonnet-4.6	46,973	96	45,963	0	53.9K	861K	2.6s
10	claude-sonnet-4.6	47,316	364	46,972	0	58.5K	919.4K	4.4s
11	claude-sonnet-4.6	49,458	767	47,315	0	89.5K	1M	11.0s
12	claude-sonnet-4.6	51,787	1,365	49,457	0	114.6K	1.1M	20.2s
13	claude-sonnet-4.6	56,218	468	51,786	0	103.3K	1.2M	9.8s
14	claude-sonnet-4.6	56,747	464	56,217	0	72.1K	1.3M	5.4s
15	claude-sonnet-4.6	58,183	583	56,746	0	85K	1.4M	7.3s
16	claude-sonnet-4.6	59,406	535	58,182	0	82.6K	1.5M	8.1s
17	claude-sonnet-4.6	59,998	286	59,405	0	69.1K	1.5M	5.1s
18	claude-sonnet-4.6	60,311	408	59,997	0	71.5K	1.6M	7.1s
19	claude-sonnet-4.6	61,440	334	60,310	0	76.5K	1.7M	5.1s
20	claude-sonnet-4.6	61,853	349	61,185	0	73.6K	1.8M	4.8s
21	claude-sonnet-4.6	62,380	237	61,852	0	69K	1.8M	4.7s
22	claude-sonnet-4.6	62,847	250	62,379	0	69.4K	1.9M	3.7s
23	claude-sonnet-4.6	63,235	449	62,846	0	76.2K	2M	5.1s
24	claude-sonnet-4.6	64,366	793	63,234	0	95.6K	2.1M	10.7s
25	claude-sonnet-4.6	65,244	597	64,365	0	87.3K	2.2M	7.2s
26	claude-sonnet-4.6	66,565	1,143	65,243	0	111.8K	2.3M	16.2s
27	claude-sonnet-4.6	69,274	1,008	66,564	0	120.6K	2.4M	11.7s
28	claude-sonnet-4.6	71,182	454	69,273	0	95.9K	2.5M	5.4s
29	claude-sonnet-4.6	72,778	818	71,181	0	107.9K	2.6M	11.4s
30	claude-sonnet-4.6	74,311	842	72,777	0	109.6K	2.7M	10.8s
31	claude-sonnet-4.6	76,599	552	74,310	0	107.4K	2.8M	9.5s
32	claude-sonnet-4.6	77,515	315	76,598	0	88.5K	2.9M	5.5s
33	claude-sonnet-4.6	78,278	458	77,514	0	93.1K	3M	7.3s
34	claude-sonnet-4.6	79,555	452	78,277	0	98.2K	3.1M	6.5s
35	claude-sonnet-4.6	80,176	361	79,554	0	90.2K	3.2M	5.6s
36	claude-sonnet-4.6	81,012	703	26,129	0	542.8K	3.7M	10.3s
37	claude-sonnet-4.6	81,890	150	80,175	0	93K	3.8M	2.9s
38	claude-sonnet-4.6	82,563	1,344	81,889	0	128.2K	3.9M	20.6s
39	claude-sonnet-4.6	85,210	1,333	26,129	0	603.2K	4.5M	22.5s
40	claude-sonnet-4.6	86,888	1,980	26,129	0	641.6K	5.2M	28.1s
41	claude-sonnet-4.6	89,287	881	26,129	0	623.7K	5.8M	14.6s
Total		2,528,516	25,120	2,203,773	0		5.8M	6m12s

● 5.8M
_{ET weights: input=1 · cached_input=0.1 · output=4 · reasoning=4 · cache_write=1}

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

Generated from SDK Consistency Review Agent · sonnet46 5.8M · ◷

[github-actions]

Agent job 28726661273 failed.

⛔ 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/28726661273
  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	30,131	297	0	0	281.9K	281.9K	5.1s
2	claude-sonnet-4.6	31,384	172	26,123	0	77.1K	358.9K	3.9s
3	claude-sonnet-4.6	31,877	152	31,106	0	40.4K	399.3K	3.3s
4	claude-sonnet-4.6	32,415	220	31,876	0	41.5K	440.8K	4.3s
5	claude-sonnet-4.6	32,914	160	32,414	0	39.4K	480.2K	3.5s
6	claude-sonnet-4.6	33,357	95	32,913	0	37K	517.3K	2.6s
7	claude-sonnet-4.6	33,734	129	33,356	0	38.1K	555.3K	2.9s
8	claude-sonnet-4.6	36,378	101	33,733	0	57.8K	613.1K	3.6s
9	claude-sonnet-4.6	41,808	519	36,377	0	100.3K	713.4K	9.8s
10	claude-sonnet-4.6	42,848	186	41,807	0	53.7K	767.1K	4.0s
11	claude-sonnet-4.6	43,510	288	42,847	0	54.9K	822K	6.0s
12	claude-sonnet-4.6	44,396	351	43,509	0	59.8K	881.8K	5.2s
13	claude-sonnet-4.6	44,768	229	44,091	0	54K	935.8K	4.2s
14	claude-sonnet-4.6	45,018	282	44,767	0	52.7K	988.5K	4.6s
15	claude-sonnet-4.6	45,321	148	45,017	0	48.6K	1M	3.2s
16	claude-sonnet-4.6	45,668	286	45,320	0	54.2K	1.1M	4.3s
17	claude-sonnet-4.6	46,400	330	45,667	0	59.6K	1.2M	4.7s
18	claude-sonnet-4.6	46,751	264	46,399	0	54.4K	1.2M	4.2s
19	claude-sonnet-4.6	47,964	425	46,750	0	68.3K	1.3M	5.9s
20	claude-sonnet-4.6	50,796	440	47,963	0	84.5K	1.4M	7.5s
21	claude-sonnet-4.6	52,349	328	50,795	0	71.5K	1.4M	5.5s
22	claude-sonnet-4.6	53,856	320	52,348	0	72.2K	1.5M	4.5s
23	claude-sonnet-4.6	57,648	372	53,855	0	96K	1.6M	6.6s
24	claude-sonnet-4.6	58,189	356	57,072	0	74.2K	1.7M	5.1s
25	claude-sonnet-4.6	58,566	302	58,188	0	66.6K	1.7M	4.6s
26	claude-sonnet-4.6	59,232	313	58,565	0	70K	1.8M	4.4s
27	claude-sonnet-4.6	61,054	2,723	59,231	0	167.7K	2M	42.4s
28	claude-sonnet-4.6	64,602	270	61,053	0	96.6K	2.1M	4.9s
29	claude-sonnet-4.6	65,904	129	64,601	0	74.5K	2.1M	3.3s
30	claude-sonnet-4.6	66,318	121	65,903	0	67.4K	2.2M	3.3s
31	claude-sonnet-4.6	67,010	206	66,317	0	73.3K	2.3M	4.3s
32	claude-sonnet-4.6	67,479	166	67,009	0	70.5K	2.4M	3.9s
33	claude-sonnet-4.6	67,700	129	67,478	0	67.4K	2.4M	3.3s
34	claude-sonnet-4.6	67,996	125	67,699	0	68.1K	2.5M	3.0s
35	claude-sonnet-4.6	68,372	195	67,995	0	71.6K	2.6M	4.0s
36	claude-sonnet-4.6	68,602	130	68,371	0	68.3K	2.6M	3.1s
37	claude-sonnet-4.6	69,173	345	68,601	0	79.3K	2.7M	5.8s
38	claude-sonnet-4.6	70,126	134	69,172	0	75.7K	2.8M	3.1s
39	claude-sonnet-4.6	70,588	283	70,125	0	77.5K	2.9M	5.0s
40	claude-sonnet-4.6	72,149	771	26,123	0	465.5K	3.3M	15.4s
41	claude-sonnet-4.6	72,907	121	70,587	0	88.8K	3.4M	3.2s
42	claude-sonnet-4.6	73,657	182	72,906	0	78.9K	3.5M	3.8s
43	claude-sonnet-4.6	74,515	115	26,123	0	463.2K	4M	3.8s
44	claude-sonnet-4.6	74,625	112	73,656	0	79K	4M	3.0s
45	claude-sonnet-4.6	75,089	909	26,123	0	496.9K	4.5M	16.3s
46	claude-sonnet-4.6	76,460	2,274	74,624	0	165.6K	4.7M	33.6s
Total		2,541,604	16,505	2,316,555	0		4.7M	4m52s

● 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.

Generated from SDK Consistency Review Agent · sonnet46 4.7M · ◷

[github-actions]

Agent job 28753816618 failed.

⛔ 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/28753816618
  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	30,135	296	0	0	281.9K	281.9K	4.9s
2	claude-sonnet-4.6	31,424	194	26,127	0	78.2K	360K	3.9s
3	claude-sonnet-4.6	32,354	151	31,117	0	44.6K	404.6K	2.8s
4	claude-sonnet-4.6	33,241	189	32,353	0	43.9K	448.5K	3.2s
5	claude-sonnet-4.6	34,172	300	33,240	0	49.1K	497.6K	6.1s
6	claude-sonnet-4.6	34,703	161	34,171	0	41.3K	539K	2.9s
7	claude-sonnet-4.6	35,607	846	34,702	0	69.8K	608.8K	13.2s
8	claude-sonnet-4.6	36,742	96	35,606	0	45.7K	654.5K	2.6s
9	claude-sonnet-4.6	37,139	134	36,741	0	41.5K	696K	3.1s
10	claude-sonnet-4.6	43,648	745	37,138	0	118.8K	814.8K	14.8s
11	claude-sonnet-4.6	45,521	169	43,647	0	62.2K	877.1K	3.1s
12	claude-sonnet-4.6	47,502	204	45,520	0	66.2K	943.2K	4.1s
13	claude-sonnet-4.6	47,727	95	47,501	0	48.2K	991.4K	2.6s
14	claude-sonnet-4.6	48,013	160	47,726	0	51.3K	1M	2.8s
15	claude-sonnet-4.6	48,194	173	48,012	0	51.1K	1.1M	2.9s
16	claude-sonnet-4.6	48,692	158	48,193	0	53.6K	1.1M	3.2s
17	claude-sonnet-4.6	48,979	148	48,691	0	51.7K	1.2M	2.8s
18	claude-sonnet-4.6	49,148	126	48,978	0	50.1K	1.2M	2.7s
19	claude-sonnet-4.6	50,130	144	49,147	0	58.3K	1.3M	2.9s
20	claude-sonnet-4.6	50,295	222	50,129	0	54.6K	1.4M	4.3s
21	claude-sonnet-4.6	50,930	154	50,294	0	56.5K	1.4M	3.1s
22	claude-sonnet-4.6	52,022	326	50,929	0	67.4K	1.5M	5.8s
23	claude-sonnet-4.6	53,272	657	52,021	0	81.7K	1.6M	11.3s
24	claude-sonnet-4.6	54,614	235	53,271	0	68.5K	1.6M	4.1s
25	claude-sonnet-4.6	55,426	285	54,613	0	66.7K	1.7M	5.0s
26	claude-sonnet-4.6	56,011	248	55,425	0	64.1K	1.8M	5.3s
27	claude-sonnet-4.6	57,635	828	56,010	0	94.8K	1.9M	16.3s
28	claude-sonnet-4.6	58,912	157	57,634	0	69K	1.9M	3.4s
29	claude-sonnet-4.6	59,429	229	58,911	0	65.9K	2M	3.6s
30	claude-sonnet-4.6	60,280	266	59,428	0	70.7K	2.1M	4.7s
31	claude-sonnet-4.6	60,567	129	60,279	0	61.5K	2.1M	2.8s
32	claude-sonnet-4.6	61,053	497	60,566	0	76.8K	2.2M	8.5s
33	claude-sonnet-4.6	62,900	206	61,052	0	79K	2.3M	3.7s
34	claude-sonnet-4.6	65,733	233	62,899	0	90.5K	2.4M	6.5s
35	claude-sonnet-4.6	66,088	137	65,732	0	67.3K	2.4M	3.1s
36	claude-sonnet-4.6	66,568	528	66,087	0	82.8K	2.5M	11.5s
37	claude-sonnet-4.6	67,907	771	66,567	0	99.7K	2.6M	12.7s
38	claude-sonnet-4.6	69,350	452	67,906	0	90.4K	2.7M	8.2s
39	claude-sonnet-4.6	70,044	261	69,349	0	78.1K	2.8M	4.5s
40	claude-sonnet-4.6	70,387	238	70,043	0	74.7K	2.9M	3.5s
41	claude-sonnet-4.6	70,758	245	26,127	0	434K	3.3M	4.0s
42	claude-sonnet-4.6	71,056	779	70,386	0	97.4K	3.4M	10.0s
43	claude-sonnet-4.6	72,667	561	71,055	0	98.7K	3.5M	8.5s
44	claude-sonnet-4.6	73,271	256	26,127	0	457K	4M	4.6s
45	claude-sonnet-4.6	73,798	273	72,666	0	85.4K	4M	4.1s
46	claude-sonnet-4.6	74,875	295	26,127	0	472.9K	4.5M	5.4s
47	claude-sonnet-4.6	75,349	248	26,127	0	475.4K	5M	4.4s
Total		2,564,268	14,205	2,296,370	0		5M	4m18s

● 5M
_{ET weights: input=1 · cached_input=0.1 · output=4 · reasoning=4 · cache_write=1}

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

Generated from SDK Consistency Review Agent · sonnet46 5M · ◷