[copilot-agent-analysis] Daily Copilot Agent Analysis - 2026-01-22

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Summary

Analysis Period: Last 24 hours
Total PRs (agent_prs_total): 100 | Merged (agent_prs_merged): 61 (64.9%) | Avg Duration: 63 minutes

Performance Metrics

Date	PRs	Merged	Success Rate	Avg Duration
2026-01-22	25	13	68.4%	25m
2026-01-21	85	54	63.5%	90m
2026-01-20	60	40	66.7%	113m

Trend: ➡️ Stable performance (success rate within normal range)

Agent Task Texts

View All Task Texts (30 most recent shown)

PR #	Status	Task Text (first 100 chars)
#11180	Open	- [x] Improve formatting of campaign generator comments on issue - [x] Recompile workflows to reflec...
#11178	Closed	Implements an automated campaign to systematically remediate code scanning alerts, prioritizing file...
#11175	Open	The secret redaction system only redacted explicitly configured secrets via environment variables. C...
#11174	Merged	Safe outputs execute async in a separate job, so agents calling create_project never receive the p...
#11173	Merged	The add_comment handler was hiding older comments when hide-older-comments was enabled, even whe...
#11171	Closed	Thanks for assigning this issue to me. I'm starting to work on it and will keep this PR's descriptio...
#11169	Open	The safe-output MCP server stores agent outputs in a .jsonl file. This file was in /tmp (read-wr...
#11165	Merged	TypeScript compilation failed due to missing type definition for appendOnlyComments property intro...
#11161	Merged	The safe outputs MCP server returned {"tools":[]} over HTTP transport, breaking all safe output op...
#11160	Merged	Updates default CLI tool versions to latest releases (2026-01-21): - Claude Code: 2.1.14 → 2.1....
#11158	Closed	Six workflows were failing at MCP gateway initialization due to missing TAVILY_API_KEY secret. Ana...
#11159	Open	Documents the Ralph Loop pattern—autonomous AI agents iterating on PRD-defined tasks until completio...
#11157	Closed	Thanks for assigning this issue to me. I'm starting to work on it and will keep this PR's descriptio...
#11155	Merged	Safe-outputs MCP server HTTP transport was non-functional because GH_AW_SAFE_OUTPUTS_PORT and `GH_...
#11150	Open	Implements the Ralph Loop pattern: an AI workflow that iterates through a PRD task list, executing e...
#11149	Closed	# Investigation Complete - Fix Plan ## Problem Analysis The safe-output tools (like create-issue)...
#11148	Merged	Safe-outputs MCP server returned {"tools":[]} when the MCP gateway called tools/list at startup,...
#11147	Merged	The safe-outputs MCP HTTP server failed to register tools with error `code=-32001, message=Session n...
#11145	Open	Research how Ralph Loop (autonomous AI agent loop pattern) maps to gh-aw's security-first architectu...
#11144	Merged	The safe-outputs MCP HTTP server failed to start in [workflow run 21231624086](https://github.com/gi...
#11143	Closed	The safe-outputs MCP server startup script checks for HTTP transport dependencies that weren't being...
#11131	Merged	The upgrade command updated agent files and applied codemods but left workflows uncompiled, requir...
#11130	Merged	## Upgrade Guide Documentation Create a comprehensive guide for upgrading agentic-workflows coverin...
#11129	Merged	The safe-outputs MCP server failed to start because tools.json was not present at `/opt/gh-aw/safe...
#11122	Merged	Documentation used ambiguous @copilot syntax without distinguishing between two distinct assignmen...
#11120	Merged	## Converting safe-outputs to HTTP transport (like safe-inputs) ✅ This task successfully converted...
#11119	Closed	## Plan: Create Dockerfile for safe-outputs - [ ] Create a Dockerfile in actions/setup/ that: -...
#11117	Closed	Thanks for asking me to work on this. I will get started on it and keep this PR's description up to...
#11116	Closed	The safe-outputs MCP server runs in node:lts-alpine which lacks git. The create_pull_request too...
#11114	Closed	A user reported an MCP error in a GitHub Actions run at `https://github.com/github/synapse/actions/r...

70 additional PRs not shown for brevity

Notable PRs

Closed Without Merge (33 total) ⚠️

Top closed PRs:

• PR Add security alert burndown campaign with clustered fixes #11178: Add security alert burndown campaign with clustered fixes
• PR [WIP] Create campaign to address security alert backlog #11171: [WIP] Create campaign to address security alert backlog
• PR Remove unused Tavily MCP dependency from 4 workflows #11158: Remove unused Tavily MCP dependency from 4 workflows
• PR [WIP] Add campaign for security alert burndown #11157: [WIP] Add campaign for security alert burndown
• PR [WIP] Investigate issue with safe-output tools registration #11149: [WIP] Investigate issue with safe-output tools registration

Key Insights

• High volume day: 100 PRs processed in 24 hours shows strong agent activity
• 33% closure rate: One-third of PRs closed without merging, primarily WIP/investigation tasks that led to alternative solutions

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References:

• Workflow Run: §21236971323

AI generated by Copilot Agent PR Analysis

• expires on Jan 29, 2026, 5:20 AM UTC

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This discussion was automatically closed because it expired on 2026-01-29T05:20:14.189Z.