Quality

Beamer Compile QA compiles `latex/slides/main.tex` into `latex/slides/main.pdf` and writes `output/SLIDES_BUILD_REPORT.md`. Use it when a Beamer tutorial deck needs a build check and a readable success or failure report.

Bias Assessor enriches `evidence-review` extraction tables with lightweight risk-of-bias fields before synthesis. Use it when `papers/extraction_table.csv` exists and you need consistent low/unclear/high ratings plus brief notes.

Citation Anchoring checks that citation keys stay in the same ### subsection after polishing. Use it to catch drift that breaks claim-to-evidence alignment.

Claims Extractor turns manuscript text into a traceable claim ledger for review work. It records each claim with a source pointer and separates empirical from conceptual claims.

Deliverable Self-Loop scores an existing reader-facing deliverable and writes a deterministic PASS/FAIL report with a bounded repair plan. Use it after synthesis to verify section and artifact contracts without rewriting the content.

Auditing Compose Performance runs a Measure → Diagnose → Fix → Verify workflow for broad Jetpack Compose slowdowns. Use it for perf audits, sprint kickoffs, and written reports when you need baseline metrics, causes, fixes, and verification.

Collecting Flows Safely helps migrate Compose screens from collectAsState() to collectAsStateWithLifecycle() and tame high-frequency flows with conflate(), distinctUntilChanged(), and snapshotFlow. Use it when background collection, unstable Flow parameters, or chatty streams are causing wasted work or extra recompositions.

Debugging Recompositions finds which Jetpack Compose composables are recomposing and why using Layout Inspector counts, skip counts, and argument change reasons. It also covers runtime @TraceRecomposition checks to confirm fixes in release-like builds.

Deferring State Reads moves frequently changing Jetpack Compose state reads out of Composition and into Layout or Draw with lambda-based modifiers. Use it when scroll, animation, or drag state is causing recomposition and frame drops.

Diagnosing Compose Stability helps you identify unstable parameters and non-skippable composables from Compose Compiler Reports. Use it when investigating recomposition, jank, or whether a composable can be skipped; it diagnoses only and hands off fixes to a sibling skill.

Preserving State Across Reloads explains how Compose HotSwan’s three reload tiers affect scroll, dialogs, lazy items, remember values, ViewModel state, and SavedInstanceState. Use it to keep edits in tier 1 or hoist UI state when a reload escalates.

Testing Compose In Release Mode helps measure Jetpack Compose performance against a release build with R8 enabled and Live Literals off. Use it when startup, jank, recomposition, or compiler reports need production-like numbers.