[copilot-agent-analysis] Daily Copilot Agent Analysis - 2026-01-23

[github-actions[bot]]

🤖 Copilot Agent PR Analysis - 2026-01-23

Summary

Analysis Period: Last 24 hours
Total PRs (agent_prs_total): 82 | Merged (agent_prs_merged): 57 (70%) | Open: 3

Performance Metrics

Date	PRs	Merged	Success Rate
2026-01-20	60	40	66.7%
2026-01-21	85	54	63.5%
2026-01-22	99	68	69.4%
2026-01-23	82	57	72.2%

Agent Task Texts

PR #	Status	Task Text (first 100 chars)
#11441	MERGED	Campaign orchestrator needs to stop using GH_AW_TRACKER_LABEL: campaign:security-alert-burndown (whi
#11439	MERGED	Ensure all Security Alert Burndown Campaigns worker workflows assign labels: safe-outputs: add-label
#11438	CLOSED	Investigate how campaigns currently set worker workflows labels (agentic-campaign, z_campaign, ...)
#11429	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21271826532/job/61223411716 debug why S
#11426	MERGED	The original PR description incorrectly characterized CodeQL alert #538 as a shell injection vulnera
#11425	OPEN	Do a deep review of the remove-label safe output type feature. Review compiler, JavaScript, compiled
#11415	OPEN	update awf to v0.11.0
#11414	MERGED	enable awf sandbox to dev.md
#11413	CLOSED	investigate how we can relax firewall mounting so that this run https://github.com/githubnext/gh-aw/
#11410	MERGED	Update the javascript safe output type handler for create-pull-request such that if the create pull
#11403	MERGED	Ensure that the agent.md and .github/aw/*.md files are using the github flavored markdown syntax, no
#11402	MERGED	The base64 encoding added to fix CodeQL alert #538 was unnecessary. This code generates YAML environ
#11393	MERGED	change the dev workflow's instruction to build and test this project **Custom agent used: agentic-wo
#11392	MERGED	The security fix for CodeQL alert #538 (go/unsafe-quoting) was using manual shell-style quote escapi
#11391	MERGED	Review the create-agentic-workflow.md prompt and make sure it uses the runtime-import syntax . NOT T
#11387	MERGED	Update the "upgrade" doc page with a hint that in codespace you might have to run the install.sh scr
#11386	MERGED	Addresses feedback on #11382 to simplify JSON escaping when embedding values in YAML dictionaries.
#11385	CLOSED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21262971847/job/61194876388 Debug if th
#11384	MERGED	Analyze latest campaign run: https://github.com/githubnext/gh-aw/actions/runs/21263571834 Why was th
#11377	MERGED	On code-scanning-fixer.md, Update the code-scanning-fixer.md workflow to also look for critical aler
#11373	MERGED	Investigate why this change happens random in compilation: # Friendly format: daily (scattered) Se
#11371	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21259455291/job/61183011824 Debug expl
#11368	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21259049853/job/61181633543 Debug why t
#11366	CLOSED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21259049853/job/61181633543 Debug why t
#11361	MERGED	Update campaign docs according to actual implementation. Make sure the Campaign Spec page is up to d
#11360	MERGED	Update smoke agentic workflows to pick a random discussion (get 1 discussion from the MCP) and add a
#11358	MERGED	Understsand why campaign run was noop and discovered no items: https://github.com/githubnext/gh-aw/a
#11357	OPEN	Update the runtime manager to maintain a list of well known folders that need to be mounted on the c
#11356	MERGED	---- This section details on the original issue you should resolve (issue_title)[deep-report] U
#11355	MERGED	---- This section details on the original issue you should resolve (issue_title)bug: "gh aw lis
#11354	MERGED	Document the frontMtter field "features.action-mode: script" were the compiler generates a call to a
#11351	MERGED	Create a daily agentic-workflow that reviews the project README or documentation from the perspectiv
#11350	MERGED	---- This section details on the original issue you should resolve (issue_title)Using ` github
#11348	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21252495392/job/61158406699#step:10:1 D
#11345	MERGED	The footer inserted in issues created when a workflow run fails should include a link to the workflo
#11344	MERGED	Remove campaigns DEPRECATED cache-memory discovery.
#11343	MERGED	The "--push" feature in init/upgrade should: - check git is on the repo default branch - confirm wi
#11341	CLOSED	Analyze the Security Alert Burndown Campaign Spec. Is it complete? Have all the requirements been me
#11340	MERGED	Update the index.mdx file from docs with the example used in the README.md. Align index.mdx to the r
#11339	MERGED	Update upgrade guide to use the --push flag instead of documenting the git commands. Same for QuickS
#11337	CLOSED	All agentic workflows using create-pull-request should use draft: true or omit it is the default
#11336	CLOSED	Analyze and summarize orchestrator/worker flow for the campaign life cycle.
#11335	MERGED	---- This section details on the original issue you should resolve (issue_title)Campaign: Secur
#11333	MERGED	Update cli failure doctor and issue monster to use gpt-5-mini **Custom agent used: agentic-workflows
#11330	MERGED	Validated that autofix_code_scanning_alert.cjs and all JavaScript files meet formatting and lintin
#11318	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21252861974/job/61159106886 Review gat
#11315	CLOSED	---- This section details on the original issue you should resolve (issue_title)[agentics] Agen
#11314	MERGED	Fix Custom agent used: ci-cleaner Tidies up the repository CI state by formatting sources, runni
#11307	MERGED	Allow idtoken: write permission in strict mode.
#11305	MERGED	Understand why campaign generator failed: https://github.com/githubnext/gh-aw/actions/runs/212513373
#11302	CLOSED	Understand why campaign generator failed: https://github.com/githubnext/gh-aw/actions/runs/212513373
#11300	CLOSED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21247388363/job/61139968290#step:25:1 C
#11299	MERGED	Update smoke agentic workflows: - import the gh.md shared agentic workflow - test the "gh" tool wor
#11298	MERGED	Add --push flag to the upgrade command to automatically commit/pull/push upon successful compilation
#11295	CLOSED	Analyze why during campaign generation, message status with append only true still updates the old c
#11284	MERGED	Analyze and test campaign generator logic for robustness. Currently create projects get have no crea
#11283	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21248117870/job/61143169288#step:10:1 A
#11282	MERGED	Add "ignore-if-missing" Boolean field to "assign-to-agent" safe if the agent token is NOT available
#11278	CLOSED	Fix append-only-comments: true add_comment to issue always overwriting the old comment with the st
#11277	CLOSED	Thanks for the feedback on #11276. I've created this new PR, which merges into #11276, to address yo
#11269	MERGED	The generator/orchestrator still needs an explicit bootstrap + planning model: a way to create/selec
#11258	MERGED	Bumps MCP Gateway from v0.0.74 to v0.0.76 to incorporate extensible server types, CLI enhancements,
#11256	CLOSED	Inventory helpers that extract / normalize workflow names from file names and organize, unify. Add t
#11254	CLOSED	---- This section details on the original issue you should resolve (issue_title)Campaign: Secur
#11253	CLOSED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21244383358/job/61129875601 Fix **Custo
#11252	MERGED	The test file pkg/workflow/strings_test.go lacked coverage for nil inputs and unicode edge cases,
#11247	CLOSED	Analyze and fix warnings/errors in campaign run: https://github.com/githubnext/gh-aw/actions/runs/21
#11244	CLOSED	Do a ddeep anaylysis of messages safe output and add_comment. It seems that for campaign generation,
#11238	MERGED	Campaign generation after create project must pass the correct project url with project number to th
#11232	MERGED	---- This section details on the original issue you should resolve (issue_title)Campaign: Secur
#11227	MERGED	Investigate why campaign generator run skips update-issue: No update fields provided for issue #1122
#11220	MERGED	---- This section details on the original issue you should resolve (issue_title)bug: gh aw stat
#11218	MERGED	---- This section details on the original issue you should resolve (issue_title)enhancement: ad
#11217	CLOSED	## Fix Flaky Test and Update GitHub Actions ### Plan - [x] Apply patch from workflow run 212379832
#11216	CLOSED	## Update MCP Gateway to v0.0.76 - [ ] Update DefaultMCPGatewayVersion constant in `pkg/constants
#11215	CLOSED	Fix build Custom agent used: ci-cleaner Tidies up the repository CI state by formatting sources,
#11213	CLOSED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21239058469/job/61112859447#step:6:1 Fi
#11206	MERGED	Reference: https://github.com/githubnext/gh-aw/actions/runs/21238712945/job/61112047802#step:7:1 Wh
#11202	MERGED	Enable safe-outputs.messages. append-only-comments: true in smoke-copilot
#11189	MERGED	For campaign generator, messages with append-only-comments: true does not work. The issue still repl
#11187	MERGED	The upgrade command should start by ensuring that the current extension binary is running the latest
#11185	MERGED	HTTP MCP server secrets (e.g., TAVILY_API_KEY) were collected from workflow frontmatter but not pa

Notable PRs

Closed Without Merge ⚠️

• PR Investigation: Campaign worker workflow labeling system #11438: Investigation: Campaign worker workflow labeling system
• PR [WIP] Investigate firewall mounting issues affecting make build command #11413: [WIP] Investigate firewall mounting issues affecting make build command
• PR [WIP] Debug npm call results in GitHub Actions run #11385: [WIP] Debug npm call results in GitHub Actions run
• PR Investigation: No JS test failures found in referenced workflow run #11366: Investigation: No JS test failures found in referenced workflow run
• PR Analyze Security Alert Burndown Campaign Spec completeness #11341: Analyze Security Alert Burndown Campaign Spec completeness

Open PRs ⏳

• PR docs: Document remove-labels safe output type #11425: docs: Document remove-labels safe output type
• PR Update AWF to v0.11.0 #11415: Update AWF to v0.11.0
• PR Add runtime mount manager for automatic container mount configuration #11357: Add runtime mount manager for automatic container mount configuration

Key Insights

• Success rate remains stable at 72.2% with 57/79 completed PRs merged
• 22 PRs closed without merge (27%) - review for patterns

---

Generated by Copilot Agent Analysis (Run #21275440473)

AI generated by Copilot Agent PR Analysis

• expires on Jan 30, 2026, 5:19 AM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-01-30T05:19:51.603Z.