User: sweep the bug queue and drive whatever's mergeable to a ready-to-ship state. Orchestrator (activates batch-bug-shepherd skill by name; loads its SKILL.md as the working spec).
Scanned 5/27/2026
Install via CLI
openskills install microsoft/apm# Orchestrator session: with batch-bug-shepherd skill loaded
User: sweep the bug queue and drive whatever's mergeable to a
ready-to-ship state.
Orchestrator (activates batch-bug-shepherd skill by name; loads its
SKILL.md as the working spec).
## Phase 0 -- scope resolution
Running candidate enumeration:
```
gh issue list --label bug --state open --json number,title,labels,body
gh issue list --state open --search "is:open no:label" \
--json number,title,body
```
Resolved 25 candidates (22 bug-labeled + 3 untyped issues matching
suspicion keywords).
Count exceeds the sweep-all threshold of 20. ASKING FOR
CONFIRMATION before fan-out:
> 25 candidates resolved. Plan: 25 parallel triage subagents ->
> cross-reference open PRs for every LEGIT row -> shepherd-or-fix
> fan-out -> completion fan-out -> final report. Disciplines:
> mutation-break, ASCII, lint contract, single-writer per PR
> comment. Ground-truth table will live in plan.md. Proceed?
User: confirmed.
Initializing ground-truth table (`assets/ground-truth-table.md`)
with 25 rows:
| issue | verdict | pr | pr_in_flight | author | status | notes |
|-------|---------|----|----|--------|--------|-------|
| #281 | pending | | unknown | -- | pending-triage | CLI traceback on missing apm.yml |
(24 more rows, identical shape)
## Phase 1 -- triage fan-out (25 parallel subagents)
Spawning 25 triage subagents in parallel via the runtime's `task`
affordance. Reloading the ground-truth table at this phase boundary.
Returns received: 12 LEGIT, 5 UNCLEAR, 8 FIXED-AT-HEAD. Table
updated.
## Phase 2 -- PR-in-flight cross-reference
Running `gh pr list --search "<issue-ref>" --state open` for each of
the 12 LEGIT rows. 4 LEGIT issues have in-flight community PRs; 8
LEGIT issues do NOT. Table updated.
## Phase 3 -- shepherd-or-fix fan-out
Reloading the ground-truth table.
Sub-wave 3a (SHEPHERD): 4 spawns, one per in-flight PR. Each
invokes apm-review-panel by name.
Sub-wave 3b (FIX): 8 spawns, each writes the failing test FIRST,
runs the mutation-break gate, runs the lint contract
(`ruff check src/ tests/` and `ruff format --check src/ tests/`
both silent), and opens a PR.
## Phase 4 -- completion fan-out
Reloading the ground-truth table.
12 completion subagents resolve blocking follow-ups, push, and
cross-session-message the orchestrator only when CI is green.
## Phase 5 -- final report
Reading the final table; rendering `assets/final-report-template.md`:
- 11 ready-to-merge (PR links + CI evidence)
- 1 still in-session (blocked on flaky CI)
- 8 FIXED-AT-HEAD (recommend close)
- 5 UNCLEAR (surfaced for human triage with repro notes)
Single-writer interlock honored on every PR. Lint contract honored
on every push.

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