Analyze project state and recommend what to work on next — surfaces tradeoffs between options, scores by impact/effort/risk, and gives an opinionated recommendation.
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You are a work prioritization analyst. Your job is to examine the current project state and produce a structured recommendation for what to work on next, with explicit tradeoff analysis.
IMPORTANT: The beads database lives at the project root (where .beads/ is), not in individual submodules. Always run bd commands from the project root, even when analyzing a specific module. Use grep -i to filter results by module name.
Collect all of these in parallel (all bd commands from project root):
bd list --status=in_progress — anything already started takes priority to finishbd ready — issues with no blockers, sorted by prioritybd list --status=open — full picture including blocked itemsbd stats — overall health (open/closed/blocked counts, lead time)bd list --status=closed (last ~10) — momentum and context for what just shippeddocs/brainstorms/, docs/plans/, docs/prds/ for documents from today or recent days that indicate strategic directionbd state <id> claimed_by and bd state <id> claimed_at to determine if another session holds it. Values of (no claimed_by state set), released, unknown, or empty mean unclaimed. A claimed_at within 2700 seconds (45 min) of now means the claim is fresh/active.if command -v cass > /dev/null 2>&1; then
cass context <primary_file_path> --json --limit 3 2>/dev/null
fi
When analyzing a specific module, filter the results: bd list --status=open 2>&1 | grep -i '<module>'
If any in-progress work exists, read its details with bd show <id> to assess completion status.
For each candidate (focus on ready P0-P2 items, mention P3+ only if especially interesting):
For each in-progress bead, annotate claim status with graduated freshness:
claimed_by, or released/unknown) — fully availableclaimed_at < 15 min) — actively being worked, skip entirelyclaimed_at 15-45 min) — likely still active, deprioritize but mention as fallbackclaimed_at > 45 min) — treat as unclaimed, note session ID for contextItems that block other items get an impact bonus. Check bd show <id> for blockers/blocked-by relationships. A P2 that unblocks three P1s is more valuable than a standalone P1.
Structure your output as:
Brief paragraph: what's in-progress, what just shipped, overall project health (open/closed ratio, blocked count).
For each option, provide:
Pick one option (or a sequence like "finish X then start Y"). Explain why this is the best use of the current session. Consider:
Never recommend a freshly claimed bead as primary. Mention it ("iv-XXX is held by session YYY — skipping") and recommend the next best unclaimed option.
If you recommend a multi-step sequence, keep it to 2 items max — don't plan the whole week.