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Largest: smoke-copilot-aoai-entra.lock.yml (216,020 B) — new #1, up from 4th place yesterday. Smallest: example-permissions-warning.lock.yml (83,373 B).
Top combinations: schedule+workflow_dispatch (181), workflow_dispatch only (46), pull_request+workflow_dispatch (27).
Cron cadence is dominated by daily jobs (* * * patterns); several */6 and */4 hour-interval jobs and one weekly (0 0 */7 * *) exist. 259/266 workflows (97%) expose workflow_dispatch for manual runs.
Copilot engine is closing in on Claude — 68 vs 63 workflows, and copilot grew +2 day-over-day while claude held steady.
release.lock.yml jumped to the most complex workflow (14 jobs), surpassing daily-model-inventory.lock.yml — worth checking if this reflects an intentional release-pipeline expansion.
97% of workflows are manually triggerable via workflow_dispatch, reinforcing that scheduled automation is paired with an operator escape hatch almost everywhere.
GitHub MCP dominates tool usage (102/266 workflows, 38%) far ahead of the next most common server (serena, 24) — most agentic workflows are GitHub-context-bound rather than external-API-bound.
Growth is broad-based, not concentrated: +1 lockfile, +71 jobs, +989 steps, +361 scripts day-over-day — consistent with incremental expansion across many existing workflows rather than one large new addition.
Historical Trends (vs 2026-07-28)
Metric
07-28
07-29
Δ
Lockfiles
265
266
+1
Total bytes
35,279,616
36,102,261
+822,645
Total jobs
1,871
1,942
+71
Total steps
33,879
34,868
+989
Total scripts
15,027
15,388
+361
Avg jobs/workflow
7.06
7.30
+0.24
Avg steps/workflow
127.85
131.08
+3.23
Copilot engine count
66
68
+2
create-issue safe output
123
124
+1
Recommendations
Monitor release.lock.yml's job count growth (12→14 over recent history) to ensure release pipeline complexity stays maintainable.
With copilot-engine adoption trending up (+2/day), consider whether documentation/tooling parity between claude and copilot engine paths needs attention.
The near-universal (261/266) missing-tool/missing-data/noop safe-output scaffolding suggests these are now boilerplate — a good candidate for template/generator consolidation if not already centralized.
Continue day-over-day snapshots in /tmp/gh-aw/cache-memory/history/ to track drift; 5 days of history now available (07-21 through 07-29, minus gaps).
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Methodology: single-script compact JSON analysis of
.github/workflows/*.lock.yml(PyYAMLsafe_load_allprimary parse, regex fallback for safe-output/engine/MCP detection). 266 lockfiles parsed, 0 skipped.Executive Summary
File Size Distribution
Largest:
smoke-copilot-aoai-entra.lock.yml(216,020 B) — new #1, up from 4th place yesterday. Smallest:example-permissions-warning.lock.yml(83,373 B).Trigger Analysis
Top combinations:
schedule+workflow_dispatch(181),workflow_dispatchonly (46),pull_request+workflow_dispatch(27).Cron cadence is dominated by daily jobs (
* * *patterns); several*/6and*/4hour-interval jobs and one weekly (0 0 */7 * *) exist. 259/266 workflows (97%) exposeworkflow_dispatchfor manual runs.Safe Outputs Analysis
missing-tool,missing-data,noop,report-incompletescaffolding present in 261/266 workflows — near-universal safe-output guardrail adoption.Discussion categories used: audits (77), announcements (5), artifacts (2), dev (2), daily-news (1), research (1) — unchanged from prior day.
Structural Characteristics
release.lock.yml)smoke-copilot.lock.yml)release.lock.ymlovertookdaily-model-inventory.lock.yml(12 jobs) as the most job-heavy workflow, now at 14 jobs.Permission Patterns
Read: actions (266), contents (266), pull-requests (229), issues (225), discussions (50), security-events (14).
Write: issues (259), contents (186, +10 vs prior day), pull-requests (125), actions (99), discussions (93), copilot-requests (74).
All 266 workflows use scoped (non-empty-object) top-level permission blocks — no bare
permissions: {}at repo-wide default.Timeouts: 31–60 min (266 jobs bucket), 6–15 min (28), ≤5 min (2).
Tool & MCP Patterns
Engines: other/custom (117), copilot (68, +2), claude (63), codex (15), antigravity/gemini/opencode (1 each).
MCP servers: github (102, +1), serena (24), tavily (5), sentry (5), grafana (3), markitdown (3), ast-grep/arxiv/deepwiki/notion/datadog/microsoftdocs (2 each), semgrep/agentdb/context7/memory (1 each).
Interesting Findings
release.lock.ymljumped to the most complex workflow (14 jobs), surpassingdaily-model-inventory.lock.yml— worth checking if this reflects an intentional release-pipeline expansion.workflow_dispatch, reinforcing that scheduled automation is paired with an operator escape hatch almost everywhere.Historical Trends (vs 2026-07-28)
Recommendations
release.lock.yml's job count growth (12→14 over recent history) to ensure release pipeline complexity stays maintainable.missing-tool/missing-data/noopsafe-output scaffolding suggests these are now boilerplate — a good candidate for template/generator consolidation if not already centralized./tmp/gh-aw/cache-memory/history/to track drift; 5 days of history now available (07-21 through 07-29, minus gaps).All reactions