AI Agent & Automation Workflows

Audit the bd remember store and recommend which entries to prune, so each one earns its per-session bd prime injection cost. Read-only: it proposes a triage table plus the exact bd forget / migration commands; you run them. Use when bd remember entries have accumulated, feel stale, redundant, or conflicting, or when session-startup token cost from injected memories is high. Trigger phrases: 'harden memories', 'audit bd remember', 'prune bd remember', 'bd remember bloat', 'bd remember audit', 'trim bd remember', or '/harden-memories'. NOT for Claude Code auto-memory (/dream / Auto Dream files), NOT for Basic Memory graph hygiene (use vp-knowledge's memory-defrag / memory-lifecycle skills), and NOT for beads issues or the backlog (use /backlog-groomer).

Bilateral SYNERGY/UPSTREAM reconciliation across sibling projects. Use when the user wants to sync sibling SYNERGY/UPSTREAM files, compare both sides to surface drift, find reciprocation gaps (entries here but not there, or vice versa), flag stale-aligned rows, detect status drift across sides, surface friction the sibling tracks ABOUT this project (their UPSTREAM- .md), or apply a reciprocation batch with --auto-reciprocate. Workflow 3 covers two UPSTREAM pairing modes: shared third-party dependencies AND reciprocal sibling-friction pairs (UPSTREAM- .md here ↔ UPSTREAM- .md there). NOT for logging entries on this side (use /synergy-tracker workflow 1 (Log a synergy entry)) — sibling-sync compares both sides without writing by default. NOT for upstream → project drift (use /vendor-sync); sibling-sync handles peer-to-peer drift between sibling vp- projects. Trigger phrases: 'sibling sync', 'compare siblings', 'sync sibling', 'reconcile siblings', 'reciprocation gap', 'sync drift', 'bilateral sync', 'sync SYNERGY', 'sync UPSTREAM both ways', 'auto-reciprocate', 'check sibling drift', 'peer-to-peer drift', 'cross-project drift', 'sibling reconciliation', 'sibling has friction about us', 'what does the sibling say about us', 'reconcile sibling-tracked friction', 'reciprocal upstream friction', 'friction filed against this project', 'sibling follow-up', 'act on sibling drift', 'after sibling-sync', 'follow-up actions', 'what to do about sibling findings'.

Orchestrate multi-agent development sprints with wave-based parallelism. Use when the user wants to plan a swarm sprint, partition work into file-disjoint waves, map file contention across open issues, run a post-wave quality gate with review agents, manage agent backpressure, run a parallel research wave, or coordinate multiple concurrent agents on a shared codebase. Trigger phrases: 'swarm sprint', 'wave plan', 'launch wave', 'execute wave', 'post-wave gate', 'contention map', 'research wave', 'parallel agents', 'multi-agent sprint', 'agent wave', 'swarm orchestration'.

Manage cross-project synergy tracking between sibling projects. Use when the user wants to log a shared pattern, a divergence, an extraction candidate, or something a sibling project has that this one doesn't. NOT for upstream dependency bugs or vendor friction (use /upstream-tracker for those). Trigger phrases: 'synergy', 'sibling project', 'cross-project', 'extraction candidate', 'compare with [project]', 'both projects do', 'they have X we don't', 'shared pattern', 'divergence', 'cross-project alignment', 'review synergies', 'log this pattern', 'we should extract this', 'they handle this differently', or any mention of patterns, divergences, or shared practices across related projects.

Manage upstream issue tracking for this project. Use when the user wants to log a bug or friction point in a vendor package or npm dependency, review open upstream items, resolve a tracked issue, run a trend review, generate the upstream observations section of a sprint retrospective, promote upstream observations to Basic Memory, discover known friction from other projects, or track a contribution opportunity. Trigger phrases: 'upstream', 'track this', 'vendor issue', 'log this bug', 'review upstream', 'trend review', 'cross-vendor', 'this is a bug in X', 'promote to memory', 'promote upstream', 'sync from memory', 'known friction', 'resolved upstream', 'mark as fixed', 'tool issue', 'action bug', 'contribution opportunity', 'upstream this', 'contribute back', 'upstreamable', or any mention of friction with an external package.

Pull latest upstream changes from vendor subtrees into this project. Use when the user says 'sync vendor', 'pull upstream', 'update subtrees', 'vendor pull', 'vendor sync', 'sync vendors', 'vendor changes', or wants to update any vendor package from its upstream repository. Also use when the user mentions a vendor package name followed by 'pull', 'sync', or 'update'.