[copilot-agent-analysis] Daily Copilot Agent Analysis - 2026-07-14

[github-actions[bot]]

🤖 Copilot Agent PR Analysis - 2026-07-14

Analysis Period: Last 24 hours (rolling window ending 2026-07-14 15:28Z)

Total PRs (agent_prs_total): 56 | Merged (agent_prs_merged): 33 (70% of 47 completed) | Closed: 14 | Open: 9 (all <24h old) | Avg Duration: 225 min

Performance Metrics

Date	PRs	Merged	Success Rate	Avg Duration
2026-07-14	56	33	70%	225 min
2026-07-13	15	8	100%*	394 min
2026-07-12	12	3	100%*	169 min

* Prior two days' 100% rates were artifactual — computed over tiny completed samples (8 and 3 PRs) because most PRs were still open at run time. Today is the first day in the window with a large completed sample (47), so 70% is the first robust success-rate reading, not a regression.

Agent Task Texts (56 PRs)

PR #	Status	Task Text (first 100 chars)
#45280	Merged	Automated CLI consistency inspection (run [29255177404](https://github.com/github/gh-aw/actions/runs
#45281	Merged	On iPad Pro 12.9 (1024px portrait), the full 7-item nav bar was shown (old threshold: 900px), causin
#45282	Closed	validateExpressionSizes was calling strings.Split(yamlContent, "\n") on every compilation, alloc
#45293	Merged	Thanks for asking me to work on this. I will get started on it and keep this PR's description up to
#45295	Closed	--validate and --watch had only one-line flag usage strings — no Long description sections, no e
#45298	Merged	This addresses semantic clustering drift in three hotspots: duplicated GitHub token env lookup acros
#45299	Merged	no-throw-plain-object correctly flags throw { ... } but provided no fixer, leaving 22 production
#45300	Closed	Pseudo-version bump for github.com/charmbracelet/x/exp/golden — no tagged release, direct commit h
#45324	Merged	The evals feature (ADR-43641) was fully implemented but never enabled on any workflow. A stale com
#45333	Merged	buildMainJob in compiler_main_job.go was a 420-line monolith — 7× over the 60-line largefunc t
#45334	Merged	require-return-after-core-setfailed only matched the literal core.setFailed(...) form, silently
#45335	Merged	The GitHub Remote MCP Authentication Test workflow has been 100% red for 8+ days. Every run fails
#45338	Closed	Workflow markdown edits were landing on main without regenerated .lock.yml artifacts because the
#45339	Merged	All three import-adding autofix linters hardcoded the default package name in their replacement text
#45340	Merged	pkg/actionpins/spec_test.go had identified test-quality gaps around mapping edge cases, assertion
#45359	Merged	createFallbackIssue only caught 422 assignee errors; a 410 (issues disabled) from the PR target re
#45361	Merged	The Sighthound Security Scan workflow was failing immediately after launch because Sighthound was sc
#45362	Merged	Tag-only push triggers were being reported as unscoped in cross-repo compatibility auditing, even th
#45363	Merged	The Safe Outputs conformance checker was flagging actions/setup/js/allowed_issue_fields.cjs for mi
#45364	Merged	The no-github-request-interpolated-route rule treated two different cases as one: value interpolat
#45365	Closed	- [x] Review prior rejected PR feedback and current workflow/code paths for Playwright MCP version h
#45373	Merged	Adds --evals to gh aw logs and gh aw audit to filter workflow runs that contain BinEval evalua
#45397	Closed	no-github-request-interpolated-route correctly catches direct interpolated routes, but missed two
#45398	Merged	Audit output for failed runs could report a generic failure without concrete root-cause details, for
#45399	Merged	The daily multi-device docs test run created a critical report because browser automation never laun
#45409	Merged	Two strings.Contains-simplification linters (stringsindexcontains, stringscountcontains) were
#45410	Open	The semantic clustering pass found the codebase to be well-factored, with one minor cosmetic duplica
#45411	Closed	dependabot-repair has shown 100% action_required since launch because dependabot[bot] was neve
#45417	Merged	Run #29318429751 spent 6.5 AIC triaging 126 findings that were entirely test fixtures in testdata/
#45418	Merged	Semantic Function Refactoring regressed from a long green streak to a red scheduled run after the Cl
#45419	Merged	require-spawnsync-error-check previously missed spawnSync destructuring patterns and treated any
#45420	Merged	The frontmatter reference omitted engine.driver even though the field is schema-defined and compil
#45430	Merged	require-return-after-core-setfailed was missing direct single-statement control bodies, so bracele
#45431	Merged	The top-5 review workflows consume ~61% of daily REST API quota (~1.3K calls/run for PR Code Quality
#45432	Closed	Bumps DefaultPlaywrightMCPVersion from 0.0.77 to 0.0.78 in `pkg/constants/version_constants.go
#45445	Merged	Experiments could declare metric independently of evals, so eval-based success metrics were not
#45449	Merged	LintMonster flagged pkg/workflow/tool_description_enhancer.go as part of the shared function-lengt
#45450	Merged	The MCP SDK review surfaced two small protocol-alignment gaps in gh-aw: the inspector client repor
#45451	Closed	antigravity is already implemented and used by workflows, but the main workflow schema and engine
#45459	Merged	PR Sous Chef was failing before agent execution when Fetch open non-draft PR queue hit intermitten
#45460	Merged	logfatallibrary was a strict subset of CI-enforced rawloginlib, so log.Fatal* in library code
#45461	Closed	This updates gh-aw’s tracked default CLI versions for Claude Code and OpenAI Codex to the latest sta
#45464	Closed	Daily compatibility checks found two migration gaps: gh aw fix did not migrate deprecated Playwrig
#45471	Closed	Smoke Crush was failing even with an explicit workflow model because the Crush engine definition exp
#45475	Closed	gh aw init had no path to attach/create a remote repo, clone into a local directory, or detect exi
#45476	Merged	This updates the repository-local gh-aw instruction overlay so agents check for existing patterns in
#45490	Open	This change separates inference-provider concerns from harness-runner concerns in the agentic engine
#45491	Merged	Surfaces the gh-aw-workshop hands-on learning resour
#45492	Open	This change adds durable git-branch storage for eval results and reuses the existing experiments-sta
#45493	Closed	Adds pydantic as a ninth built-in engine backed by [pydantic-ai[cli]]((ai.pydantic.dev/redacted),
#45494	Open	pkg/workflow/compiler_yaml.go had grown to 1262 lines across 5 unrelated functional domains, excee
#45495	Open	The Content Moderation workflow regressed from 100% → 25% success (Jul 8→13) not due to a code chang
#45496	Open	The NewEngineCatalog comment in pkg/workflow/engine_definition.go listed only six built-in engin
#45499	Open	Spec-librarian audit found 12 packages with stale or incomplete README.md specs — ranging from ina
#45501	Open	Adds a guiding principle paragraph to both the public cost-management reference doc and the internal
#45515	Open	Crush can now be implemented as a shared agentic workflow custom engine, so first-class built-in sup

Notable PRs — 14 Closed Without Merge

Closed (not merged): #45282, #45295, #45300, #45338, #45365, #45397, #45411, #45432, #45451, #45461, #45464, #45471, #45475, #45493

Recurring themes: version bumps superseded/rejected (#45300, #45432, #45461), duplicate or superseded feature attempts (#45397 closed for #45364, #45451 antigravity already implemented, #45471/#45493 Crush/pydantic engine churn), and scope/approach rejections (#45338, #45365, #45464, #45475).

Key Insights

• Throughput jumped to 56 PRs/24h (vs 12–15 in the prior two windows), with a healthy 70% merge rate over 47 completed PRs — output normalized back to the ~45–49/day levels seen earlier in July.
• Engine/version churn drove several closures: Crush and pydantic engine work plus CLI/MCP version bumps were opened and closed repeatedly — worth checking whether these tasks are being re-dispatched redundantly.

---

Generated by Copilot Agent Analysis (Run: §29358372625)

Generated by 📊 Copilot Agent PR Analysis · 112.1 AIC · ⌖ 36.3 AIC · ⊞ 9.4K · ◷

• expires on Jul 15, 2026, 10:42 AM UTC-08:00

[github-actions[bot]]

This discussion has been marked as outdated by Copilot Agent PR Analysis.

A newer discussion is available at Discussion #45801.