[aw] Agentic Workflow AIC Usage Optimizer failed

[github-actions]

Workflow Failure

Workflow: Agentic Workflow AIC Usage Optimizer
Branch: main
Run: https://github.com/github/gh-aw/actions/runs/27054053013

⚠️ 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: 2.2M

• Run: https://github.com/github/gh-aw/actions/runs/27054053013
  You can tune this limit with max-effective-tokens in workflow frontmatter.

ET computation details

#	Alias	Input	Output	Cache Read	Cache Write	ΔET	ET	ΔAIC	AIC	Duration
1	◉ sonnet46	24,085	260	0	0	25.4K	25.4K	7.62	7.62	5.0s
2	◉ sonnet46	26,440	1,024	19,054	0	33.5K	58.9K	10	17.7	12.6s
3	◉ sonnet46	27,559	122	26,439	0	30.8K	89.7K	9.24	26.9	3.2s
4	◉ sonnet46	27,761	235	27,558	0	31.7K	121.4K	9.51	36.4	3.7s
5	◉ sonnet46	28,425	354	27,760	0	33K	154.3K	9.89	46.3	5.0s
6	◉ sonnet46	28,999	97	28,134	0	32.3K	186.6K	9.69	56	2.8s
7	◉ sonnet46	29,176	196	28,960	0	33.1K	219.7K	9.92	65.9	3.8s
8	◉ sonnet46	29,853	236	29,175	0	34K	253.6K	10.2	76.1	4.2s
9	◉ sonnet46	30,168	195	29,852	0	34.1K	287.8K	10.2	86.3	3.8s
10	◉ sonnet46	30,619	167	30,167	0	34.5K	322.2K	10.3	96.7	3.4s
11	◉ sonnet46	31,312	346	30,618	0	36.1K	358.3K	10.8	107.5	5.5s
12	◉ sonnet46	32,581	319	31,311	0	37.3K	395.6K	11.2	118.7	5.5s
13	◉ sonnet46	36,030	247	32,580	0	40.5K	436.2K	12.2	130.8	5.2s
14	◉ sonnet46	36,368	103	35,991	0	40.5K	476.6K	12.1	143	3.3s
15	◉ sonnet46	42,104	744	36,318	0	49.5K	526.1K	14.8	157.8	15.8s
16	◉ sonnet46	45,197	549	42,103	0	52.2K	578.2K	15.6	173.5	11.1s
17	◉ sonnet46	46,323	180	45,196	0	51.7K	630K	15.5	189	4.2s
18	◉ sonnet46	46,583	120	45,925	0	51.8K	681.8K	15.5	204.5	3.4s
19	◉ sonnet46	46,732	133	46,582	0	52.1K	733.8K	15.6	220.1	3.4s
20	◉ sonnet46	47,079	154	46,731	0	52.5K	786.3K	15.8	235.9	3.8s
21	◉ sonnet46	47,304	116	47,078	0	52.6K	838.9K	15.8	251.7	3.2s
22	◉ sonnet46	47,482	192	47,303	0	53.2K	892.1K	16	267.6	3.9s
23	◉ sonnet46	47,752	308	47,481	0	54K	946.1K	16.2	283.8	6.0s
24	◉ sonnet46	48,741	532	47,751	0	56.2K	1M	16.9	300.7	10.2s
25	◉ sonnet46	50,465	716	48,740	0	58.9K	1.1M	17.7	318.4	12.3s
26	◉ sonnet46	51,985	381	49,321	0	58.8K	1.1M	17.6	336	7.9s
27	◉ sonnet46	52,707	125	51,934	0	58.5K	1.2M	17.6	353.6	3.4s
28	◉ sonnet46	53,162	131	52,706	0	59.1K	1.2M	17.7	371.3	3.7s
29	◉ sonnet46	53,624	195	53,161	0	59.9K	1.3M	18	389.3	4.4s
30	◉ sonnet46	53,855	402	53,623	0	61.2K	1.4M	18.4	407.6	7.4s
31	◉ sonnet46	56,085	798	53,854	0	65.5K	1.4M	19.6	427.3	14.0s
32	◉ sonnet46	57,337	269	55,585	0	64.2K	1.5M	19.3	446.6	5.9s
33	◉ sonnet46	58,013	1,584	57,336	0	71.7K	1.6M	21.5	468.1	30.8s
34	◉ sonnet46	60,152	656	58,012	0	69.2K	1.6M	20.8	488.8	9.1s
35	◉ sonnet46	60,877	290	60,151	0	68.3K	1.7M	20.5	509.3	5.4s
36	◉ sonnet46	61,297	341	60,876	0	69.1K	1.8M	20.7	530.1	6.0s
37	◉ sonnet46	61,726	297	61,296	0	69.3K	1.8M	20.8	550.9	5.2s
38	◉ sonnet46	70,612	3,764	61,725	0	95.6K	1.9M	28.7	579.5	1m10s
39	◉ sonnet46	74,432	445	70,611	0	83.7K	2M	25.1	604.7	7.8s
40	◉ sonnet46	74,912	44	74,431	0	82.6K	2.1M	24.8	629.4	3.0s
41	◉ sonnet46	75,005	246	74,911	0	83.7K	2.2M	25.1	654.5	7.7s
Total		1,910,919	17,613	1,828,340	0		2.2M		654.5	5m36s

_{Model aliases: ◉ sonnet46=claude-sonnet-4.6
ET formula: inference_cost_usd ÷ 0.000003 · 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/gh-aw/actions/runs/27054053013

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 agentic-token-optimizer failure in https://github.com/github/gh-aw/actions/runs/27054053013

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 Agentic Workflow AIC Usage Optimizer · ◷

• expires on Jun 6, 2026, 5:53 PM UTC