[aw] SDK Consistency Review Agent failed

[github-actions]

Workflow Failure

Workflow: SDK Consistency Review Agent
Branch: update-copilot-1.0.64-1
Run: https://github.com/github/copilot-sdk/actions/runs/27859024696
Pull Request: #1739

⛔ 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/27859024696
  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	30,125	296	0	0	281.8K	281.8K	5.5s
2	claude-sonnet-4.6	31,685	168	26,117	0	79.7K	361.4K	4.1s
3	claude-sonnet-4.6	32,407	136	31,684	0	39.9K	401.4K	3.8s
4	claude-sonnet-4.6	33,097	135	32,406	0	40.2K	441.6K	3.2s
5	claude-sonnet-4.6	33,786	216	33,096	0	43.8K	485.4K	5.2s
6	claude-sonnet-4.6	34,589	631	33,785	0	60.4K	545.7K	9.6s
7	claude-sonnet-4.6	38,295	237	34,588	0	73K	618.8K	5.7s
8	claude-sonnet-4.6	41,190	280	38,294	0	70.6K	689.4K	6.1s
9	claude-sonnet-4.6	45,694	965	41,189	0	112.4K	801.7K	15.7s
10	claude-sonnet-4.6	46,859	154	45,693	0	57.2K	858.9K	3.4s
11	claude-sonnet-4.6	47,081	127	46,858	0	48.8K	907.6K	3.6s
12	claude-sonnet-4.6	47,302	89	47,080	0	47.6K	955.2K	3.1s
13	claude-sonnet-4.6	47,614	89	47,301	0	48.6K	1M	3.5s
14	claude-sonnet-4.6	47,957	573	47,613	0	66.6K	1.1M	7.7s
15	claude-sonnet-4.6	49,694	1,074	47,905	0	97.9K	1.2M	11.8s
16	claude-sonnet-4.6	53,110	1,008	49,693	0	111.8K	1.3M	13.6s
17	claude-sonnet-4.6	55,799	547	53,109	0	91.7K	1.4M	7.6s
18	claude-sonnet-4.6	57,456	459	55,798	0	81.7K	1.5M	7.0s
19	claude-sonnet-4.6	58,645	272	56,576	0	79.3K	1.5M	4.7s
20	claude-sonnet-4.6	59,952	600	58,469	0	87.6K	1.6M	8.7s
21	claude-sonnet-4.6	60,753	307	59,951	0	72.2K	1.7M	4.8s
22	claude-sonnet-4.6	62,184	374	60,713	0	81.3K	1.8M	6.1s
23	claude-sonnet-4.6	63,221	1,327	62,183	0	113.1K	1.9M	21.0s
24	claude-sonnet-4.6	66,964	331	63,220	0	102.5K	2M	6.3s
25	claude-sonnet-4.6	69,311	1,287	65,105	0	142.8K	2.1M	22.5s
26	claude-sonnet-4.6	70,908	286	69,310	0	87.1K	2.2M	5.8s
27	claude-sonnet-4.6	71,351	110	70,628	0	74K	2.3M	4.3s
28	claude-sonnet-4.6	72,651	457	71,350	0	92.4K	2.4M	9.1s
29	claude-sonnet-4.6	75,254	244	72,650	0	97.6K	2.5M	5.6s
30	claude-sonnet-4.6	75,518	179	75,253	0	76.6K	2.6M	4.3s
31	claude-sonnet-4.6	75,922	121	75,517	0	76K	2.6M	3.5s
32	claude-sonnet-4.6	76,756	1,359	75,921	0	124.8K	2.8M	20.7s
33	claude-sonnet-4.6	78,201	742	76,755	0	108.8K	2.9M	10.9s
34	claude-sonnet-4.6	79,300	144	78,200	0	85.5K	3M	3.6s
35	claude-sonnet-4.6	79,874	1,016	79,299	0	113.1K	3.1M	16.2s
36	claude-sonnet-4.6	82,829	579	26,117	0	554.8K	3.6M	12.4s
37	claude-sonnet-4.6	83,903	273	79,873	0	118K	3.7M	6.5s
38	claude-sonnet-4.6	84,574	115	83,902	0	85.7K	3.8M	3.4s
39	claude-sonnet-4.6	85,166	1,123	84,573	0	121.9K	3.9M	21.4s
40	claude-sonnet-4.6	86,645	1,466	26,117	0	621K	4.6M	22.2s
41	claude-sonnet-4.6	88,130	1,069	26,117	0	620.1K	5.2M	10.4s
Total		2,481,752	20,965	2,210,008	0		5.2M	5m55s

● 5.2M
_{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/27859024696

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/27859024696

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 5.2M · ◷

• expires on Jun 27, 2026, 3:49 AM UTC

[github-actions]

Agent job 27872456285 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/27872456285
  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	296	0	0	281.9K	281.9K	5.3s
2	claude-sonnet-4.6	31,690	202	26,125	0	80.9K	362.7K	4.4s
3	claude-sonnet-4.6	32,596	207	31,384	0	46.6K	409.3K	4.2s
4	claude-sonnet-4.6	33,011	201	32,595	0	40.3K	449.6K	3.5s
5	claude-sonnet-4.6	33,420	329	33,010	0	45.2K	494.9K	4.6s
6	claude-sonnet-4.6	33,826	195	33,419	0	40.8K	535.6K	4.5s
7	claude-sonnet-4.6	34,042	303	33,825	0	43.3K	579K	5.6s
8	claude-sonnet-4.6	34,895	964	34,041	0	73K	652K	14.9s
9	claude-sonnet-4.6	39,211	756	34,894	0	97.5K	749.5K	12.6s
10	claude-sonnet-4.6	39,972	151	39,210	0	47.6K	797K	3.1s
11	claude-sonnet-4.6	40,403	153	39,971	0	45.4K	842.4K	3.6s
12	claude-sonnet-4.6	41,945	1,346	40,402	0	98.7K	941.1K	19.4s
13	claude-sonnet-4.6	47,026	547	41,944	0	103.2K	1M	9.5s
14	claude-sonnet-4.6	51,800	731	47,025	0	111.6K	1.2M	11.8s
15	claude-sonnet-4.6	53,967	624	51,799	0	88.6K	1.2M	9.2s
16	claude-sonnet-4.6	54,872	643	53,966	0	79.9K	1.3M	8.0s
17	claude-sonnet-4.6	56,191	412	54,871	0	76.1K	1.4M	7.5s
18	claude-sonnet-4.6	57,839	356	56,190	0	78.2K	1.5M	6.4s
19	claude-sonnet-4.6	59,421	294	57,838	0	76.9K	1.6M	5.7s
20	claude-sonnet-4.6	60,515	361	59,420	0	76.3K	1.6M	5.8s
21	claude-sonnet-4.6	61,603	404	60,514	0	78.8K	1.7M	6.8s
22	claude-sonnet-4.6	62,084	140	61,602	0	64.8K	1.8M	6.2s
23	claude-sonnet-4.6	62,439	285	62,045	0	69.6K	1.8M	7.1s
24	claude-sonnet-4.6	62,967	328	62,438	0	72.8K	1.9M	5.6s
25	claude-sonnet-4.6	63,501	441	62,966	0	77.4K	2M	9.0s
26	claude-sonnet-4.6	64,484	153	63,500	0	71.5K	2.1M	3.5s
27	claude-sonnet-4.6	65,233	176	64,483	0	71.1K	2.1M	3.9s
28	claude-sonnet-4.6	65,712	228	65,232	0	71.2K	2.2M	5.0s
29	claude-sonnet-4.6	66,169	645	65,711	0	86.5K	2.3M	9.3s
30	claude-sonnet-4.6	67,255	504	66,168	0	87.5K	2.4M	8.0s
31	claude-sonnet-4.6	67,924	334	67,254	0	78.6K	2.5M	11.4s
32	claude-sonnet-4.6	68,892	1,030	67,923	0	106.9K	2.6M	15.3s
33	claude-sonnet-4.6	70,525	266	68,891	0	86.3K	2.7M	5.5s
34	claude-sonnet-4.6	71,944	222	70,198	0	86.9K	2.7M	5.4s
35	claude-sonnet-4.6	72,422	166	71,943	0	75K	2.8M	4.3s
36	claude-sonnet-4.6	72,924	156	72,421	0	75.3K	2.9M	3.8s
37	claude-sonnet-4.6	73,101	125	72,923	0	71.7K	3M	3.6s
38	claude-sonnet-4.6	73,353	107	26,125	0	452.4K	3.4M	3.7s
39	claude-sonnet-4.6	77,024	250	73,100	0	110.1K	3.5M	5.6s
40	claude-sonnet-4.6	77,555	174	77,023	0	80.4K	3.6M	4.3s
41	claude-sonnet-4.6	78,008	144	26,125	0	495.6K	4.1M	4.1s
42	claude-sonnet-4.6	79,297	223	77,554	0	93.5K	4.2M	4.6s
43	claude-sonnet-4.6	79,622	241	26,125	0	513.7K	4.7M	5.9s
44	claude-sonnet-4.6	80,352	107	26,125	0	515.4K	5.2M	3.8s
Total		2,551,165	15,920	2,260,318	0		5.2M	4m55s

● 5.2M
_{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 5.2M · ◷