[aw] arXiv Paper Researcher: GitHub Agentic Workflows exceeded max AI credits

[github-actions]

Workflow Failure

Workflow: arXiv Paper Researcher: GitHub Agentic Workflows
Branch: main
Run: https://github.com/github/gh-aw/actions/runs/30802080745

Warning

AI Credits Budget Exceeded

The workflow hit the configured max-ai-credits guardrail. Used 253.7 of 250 max (over by 3.67).

Increase the limit

Update max-ai-credits in your workflow frontmatter:

max-ai-credits: 500

Tips for reducing AI credit usage

• Review the cost optimization guidance.
• Reduce unnecessary model or tool calls in the prompt.
• Trim large inputs or excess context that does not change the outcome.
• Split large tasks across smaller runs when possible.

Warning

Engine Failure: The claude engine terminated unexpectedly.

Last agent output:

2026-08-03T09:44:55.931Z [DEBUG] MCP server "safeoutputs": HTTP connection closed after 438s (with errors)
2026-08-03T09:44:55.931Z [DEBUG] MCP server "safeoutputs": Cleared connection cache for reconnection
2026-08-03T09:44:55.934Z [DEBUG] LSP server manager shut down successfully
2026-08-03T09:44:55.934Z [DEBUG] MCP server "github": HTTP connection dropped after 438s uptime
2026-08-03T09:44:55.934Z [DEBUG] MCP server "github": Connection error: SSE stream disconnected: AbortError: The operation was aborted.
2026-08-03T09:44:55.934Z [DEBUG] MCP server "github": Terminal connection error 2/3
2026-08-03T09:44:55.934Z [DEBUG] MCP server "safeoutputs": HTTP connection dropped after 438s uptime
2026-08-03T09:44:55.934Z [DEBUG] MCP server "safeoutputs": Connection error: SSE stream disconnected: AbortError: The operation was aborted.
2026-08-03T09:44:55.934Z [DEBUG] MCP server "safeoutputs": Terminal connection error 1/3
2026-08-03T09:44:55.934Z [DEBUG] Cleaned up session snapshot: /home/runner/.claude/shell-snapshots/snapshot-bash-1785749867962-sl3p9y.sh

Action Required

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

Optimize token consumption

This failure was triggered by a guardrail limit (max-ai-credits). Use this prompt with any coding agent (GitHub Copilot, Claude, Gemini, etc.) to analyze token usage and reduce costs:

Optimize the agentic workflow token consumption using https://raw.githubusercontent.com/github/gh-aw/main/optimize.md

The workflow run is at https://github.com/github/gh-aw/actions/runs/30802080745

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/30802080745

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 daily-arxiv-researcher failure in https://github.com/github/gh-aw/actions/runs/30802080745

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 arXiv Paper Researcher: GitHub Agentic Workflows · 253.7 AIC · ◷

• expires on Aug 3, 2026, 9:47 PM UTC

[pelikhan]

@copilot optimize token usage and increase limits.