GitHub Agentic Workflows Files

🌟 Release Highlights

This release focuses on richer observability from gh aw logs — flat classification fields, per-tool-call metrics, and consolidated security reporting — along with several community-driven bug fixes and feature additions.

⚠️ Breaking Changes

gh aw audit report has been removed. Cross-run security reports are now generated directly by gh aw logs --format:

:::bash
# Before
gh aw audit report --workflow "agent-task" --last 10
gh aw audit report --format pretty
gh aw audit report --last 5 --json

# After
gh aw logs agent-task --format markdown --count 10
gh aw logs --format pretty
gh aw logs --format markdown --last 5 --json

The new --last flag is available as an alias for --count to ease migration. All existing --json output continues to work.

✨ What's New

• Flat run classification in gh aw logs --json: Each run now carries a top-level classification string ("risky", "normal", "baseline", or "unclassified"), eliminating the need to null-guard against deeply nested comparison.classification.label. Query it directly: bash gh aw logs --json | jq '.runs[] | {id: .database_id, classification}'

• Per-tool-call metrics in logs: Episode responses now include granular tool-call metrics — token usage, failure counts, and latency per tool — making it possible to identify which tools consume the most resources or fail most frequently.

• Discussion thread reply support: The add-comment safe output now accepts a reply_to_id field, enabling agents to post threaded replies within GitHub Discussions.

• auth field accepted in HTTP MCP server config: Frontmatter validation no longer rejects the auth field on HTTP MCP servers, unblocking workflows that use authenticated remote MCP endpoints.

• Fuzzy schedule no longer requires an origin remote: Workflows using fuzzy/relative schedules now work correctly in repositories without a configured origin remote.

🐛 Bug Fixes & Improvements

• Token analysis workflows fixed: All four token workflows (Copilot/Claude analyzers and optimizers) now correctly parse gh aw logs --json output — extracting .runs[] and using snake_case field names. A new shared token-logs-fetch workflow pre-fetches logs once daily to avoid redundant API calls.
• Null-safe jq aggregations: Token optimizer workflows no longer crash with a division-by-zero error when runs have zero token usage.

📚 Documentation

• Agent-assisted workflow import guide: The packaging and imports guide now includes a step-by-step walkthrough for using a coding agent to import and adapt a workflow from another repository, with tabbed prompt examples for common use cases.

🌍 Community Contributions

For complete details, see CHANGELOG.

Generated by Release · ● 1.9M

What's Changed

• [log] Add debug logging to agentdrain package by @github-actions[bot] in https://github.com/github/gh-aw/pull/24383
• Wrap token usage step summary in a details section by @Copilot in https://github.com/github/gh-aw/pull/24375
• fix: add auth field to http_mcp_tool frontmatter schema by @Copilot in https://github.com/github/gh-aw/pull/24369
• [actions] Update GitHub Actions versions - 2026-04-03 by @github-actions[bot] in https://github.com/github/gh-aw/pull/24378
• Proactively ignore .dockerbuild artifacts in logs download by @Copilot in https://github.com/github/gh-aw/pull/24386
• feat(add-comment): support reply_to_id for discussion threading from any trigger by @Copilot in https://github.com/github/gh-aw/pull/24367
• fix: reduce API rate limit pressure in train-drain3-weights workflow by @Copilot in https://github.com/github/gh-aw/pull/24392
• feat(mcp): Surface repository and organization in logs tool response by @Copilot in https://github.com/github/gh-aw/pull/24391
• fix: fuzzy schedule scattering works with non-origin remote names by @Copilot in https://github.com/github/gh-aw/pull/24390
• feat(logs): add top-level classification field to RunData in logs response by @Copilot in https://github.com/github/gh-aw/pull/24394
• feat(mcp): Add per-tool-call metrics to logs episode response by @Copilot in https://github.com/github/gh-aw/pull/24389
• docs: add agent-assisted import & adapt section to packaging-imports guide by @Copilot in https://github.com/github/gh-aw/pull/24397
• feat: merge gh aw audit report into gh aw logs --format by @Copilot in https://github.com/github/gh-aw/pull/24396
• fix: align token workflows with gh-aw logs --json schema and add shared log caching by @lpcox in https://github.com/github/gh-aw/pull/24395

Full Changelog: https://github.com/github/gh-aw/compare/v0.66.0...v0.66.1