Product & Planning

jamie-bitflight Skill

Routes a Superpowers plan file through the /work-backlog-item pipeline and writes SAM task back-references and chunk annotations into the original plan. Use when given a path to a Superpowers plan file via $ARGUMENTS and needing to create a linked backlog item plus SAM task plan.

human-avatar Skill

Run a quick ethical impact assessment on a proposed feature, change, or decision before it ships. Use when the user is about to build or ship something and wants to surface who benefits, who's harmed, and at what scale — before commitments are made. TRIGGERS: 'ethics scan', 'impact check', 'who does this affect', 'is this safe to ship', any new feature proposal where stakeholder impact is unclear. Lightweight — takes minutes, not hours.

liqiongyu Bundle

Prioritize product roadmap: scoring model, ranked opportunities, decision narrative. See also: technical-roadmaps (engineering roadmap).

liqiongyu Bundle

Improve retention and engagement: diagnosis, aha moment, lever hypotheses, experiment backlog. See also: user-onboarding (first-time UX).

liqiongyu Bundle

Align stakeholders and secure buy-in: stakeholder map, pre-brief plan, decision summary.

liqiongyu Bundle

Create a build-ready spec + design doc (user flows, prototype brief, acceptance criteria). See also: writing-prds (decision-level PRD).

liqiongyu Bundle

Design growth loops (viral/referral/acquisition): loop map, scorecard, experiment backlog.

jamie-bitflight Skill

Use when Stage 1 Discovery is complete and design must begin — transforms the ARTIFACT:DISCOVERY into an actionable ARTIFACT:PLAN via RT-ICA prerequisite verification. Produces approach, components, success criteria, acceptance tests, and risks. Blocks on missing prerequisites before design proceeds.

liqiongyu Bundle

Produce a Platform & Infrastructure Pack (capabilities plan, scaling triggers, execution roadmap).

jamie-bitflight Skill

Use when starting a new feature, gathering requirements for an unfamiliar domain, refining a vague idea into actionable scope, or when a user request is ambiguous or underspecified. Conducts SAM Stage 1 discovery — structured requirements gathering through user discussion, asking WHO/WHAT/WHEN/WHY and never HOW. Produces the ARTIFACT:DISCOVERY document containing feature requirements, NFRs, goals, anti-goals, references, and resolved questions. Supports backlog item self-initialization via a

liqiongyu Bundle

Lead org transformation toward a product operating model: diagnostic, pilot plan, roadmap, governance.

jamie-bitflight Skill

Dasel v3 query patterns for Hibernate .hbm.xml mapping files — entity-table binding, Java property-to-column extraction, one-to-many set/list/bag relationship tracing, many-to-one foreign key discovery, batch scanning across 60+ HBM files. Use when querying Hibernate ORM class mappings, extracting schema metadata from Java persistence layer, or auditing entity-column relationships in enterprise legacy codebases.

jamie-bitflight Bundle

Integrate MCP servers into Claude Code plugins — covers .mcp.json configuration, plugin.json mcpServers field, server types (stdio, SSE, HTTP, WebSocket), environment variable expansion, tool naming conventions, OAuth and token authentication, security best practices, and testing workflows. Use when adding an MCP server to a plugin, configuring MCP authentication, debugging MCP tool discovery, setting up Model Context Protocol integration, or choosing between stdio and SSE transport types.

human-avatar Skill

Maps what each stakeholder actually cares about underneath their stated position — because addressing the stated position while missing the real stake accomplishes nothing. TRIGGERS: 'what do they actually want', 'underlying stakes', 'what's really at stake', 'beneath the position', 'why won't they agree'.

liqiongyu Bundle

Produce a Cross-Functional Collaboration Pack (charter, stakeholder map, roles contract, decision log).

jamie-bitflight Bundle

Development harness plugin documentation index. Use when looking up SAM pipeline, backlog lifecycle, SDLC layers, task/plan schema, plan artifacts, quality gates, or dispatch schema documentation.

jamie-bitflight Skill

Autonomous feature research and gap analysis. Use when starting /add-new-feature or analyzing existing architecture documents. Explores codebase patterns, identifies ambiguities, and produces feature-context-{slug}.md for orchestrator RT-ICA phase. Does NOT make technical decisions.

jackspace Bundle

Complete knowledge domain for Cloudflare Queues - flexible message queue for asynchronous processing and background tasks on Cloudflare Workers. Use when: creating message queues, async processing, background jobs, batch processing, handling retries, configuring dead letter queues, implementing consumer concurrency, or encountering "queue timeout", "batch retry", "message lost", "throughput exceeded", "consumer not scaling" errors. Keywords: cloudflare queues, queues workers, message queue, queue bindings, async processing, background jobs, queue consumer, queue producer, batch processing, dead letter queue, dlq, message retry, queue ack, consumer concurrency, queue backlog, wrangler queues

jamie-bitflight Skill

Synthesis step in the multi-angle technical research pipeline. Receives structured outputs from all four research angles (api-state, ecosystem-research, impact-measurement, codebase-auditor), applies cross-angle signal weighting and conflict resolution, and produces a single synthesized Research section. Invoked by the technical-researcher orchestrator after all angle skills complete. Returns content to the orchestrator — does not write to the backlog.

jamie-bitflight Bundle

Decide which plugin component type to use and how to organize components at scale. Covers the component lifecycle (discovery and activation phases), decision framework for choosing between commands, skills, agents, hooks, and MCP servers, and organization patterns for each component type. Use when asking "which component type should I use", "command vs skill vs agent", "when to use a hook vs MCP server", "component lifecycle", "how to organize plugin components", "plugin structure patterns", or "scale a plugin with many components".

jamie-bitflight Skill

Same reverse-thinking method as dh:rt-ica (see dh:rt-ica or dh-glossary for the definition), but localizes any MISSING input to the affected task only, as a non-blocking information-completeness pre-pass before task decomposition and plan generation. Use when grooming backlog items, generating plans, decomposing tasks under uncertainty, or working in brownfield and refactor scenarios. Produces completeness summary (APPROVED-FOR-PLANNING, APPROVED-WITH-GAPS, or BLOCKED-FOR-PLANNING), missing input report with dependency mapping, required unblock actions, and planning annotations for downstream tasks. Use dh:rt-ica instead at the S2 implementation gate where missing inputs must halt execution.

jamie-bitflight Skill

SAM-style feature initiation workflow — discovery through codebase analysis, architecture spec, task decomposition, validation, and context manifest. Use when a user asks to add a feature, plan a feature, or convert an idea into an executable SAM plan.

lifangda Bundle

Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structural biology and drug discovery.

lifangda Bundle

Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

jamie-bitflight Skill

Register a plan artifact via the MCP backlog server. Use when you produce a document or report that downstream agents or worktree-isolated environments need to retrieve — feature-context, codebase-analysis, architect, T0-baseline, TN-verification, or research artifacts. Triggers include "store an artifact", "register a plan artifact", "write a report to the backlog", "upload artifact content".

jackspace Bundle

Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against observational data, or conducting systematic hypothesis exploration for research discovery in domains like deception detection, AI content detection, mental health analysis, or other empirical research tasks.

hkuds Bundle

Search reusable OpenSpace skills locally, and browse cloud packages step by step when a cloud skill may help. Reusing proven skills saves tokens, improves reliability, and extends your capabilities beyond built-in tools.

jamie-bitflight Bundle

Use when creating, grooming, planning, or closing a backlog item. Bridges backlog items to SAM planning with issue, project, and milestone tracking against the configured backend. Activates on interactive browsing with no arguments, loading an item by issue reference or title match to run grooming and SAM planning, autonomous unattended runs that substitute evidence-derived decisions for clarifying questions, a quick path for one-file fixes where full grooming is disproportionate, dismissing an item without completion under a required reason (duplicate, out of scope, superseded, wontfix, blocked), marking an item done with an evidence trail and required summary, initializing GitHub tracking infrastructure for a project, or selecting a language/stack profile for planning. Stops when the item already has a plan or is blocked on missing information.

lifangda Bundle

Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML.

delorenj Bundle

Master skill hub for Expo and EAS. Use when building, shipping, or upgrading Expo apps — including API routes, CI/CD workflows, deployment (App Store, Play Store, EAS Hosting), dev clients, IDE integration (Android Studio, VS Code), native modules (Swift/Kotlin Expo Modules API), Tailwind/NativeWind setup, or Expo SDK upgrades. Routes to domain-specific references via progressive discovery.

delorenj Bundle

Momo — the manual, human-drivable project-manager ORCHESTRATOR for any pjangler CommonProject repo (has a .project.json at root). Use when you want to run the board — survey tickets and their state, triage and refine, decide what to work next, orchestrate implementation by delegating ALL code changes to subagents (never editing code itself), review to a high bar, and clear the board in a loop until idle or only backlog remains. Interactive counterpart to the autonomous Hermes PM; shares the same ticket board and hindsight bank per repo. Records consequential judgment calls as Bloodbank decision events against "pillars." Triggers — "be Momo", "act as PM / project manager", "work the board", "clear the board". Drives Plane (via the repo `tp` adapter) or Trello (via a bundled adapter + `.momo/config.json` lane map) — resolved from `.project.json`. Do NOT use for hands-on coding (delegate it), repos with no .project.json, or Hermes fleet/systemd provisioning (use agent-fleet-operations).

jamie-bitflight Skill

Executes a four-phase feature addition workflow (Discovery, Planning, TDD Implementation, Verification) for Python projects. Use when adding a new feature end-to-end — discovering project structure and integration points, drafting a feature spec with MoSCoW-prioritized requirements and BDD acceptance criteria, implementing via test-first TDD cycles, then verifying with ruff lint, ty type checks, and 100% coverage on new code.

delorenj Bundle

Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices.

enuno Skill

Use when you need to clarify requirements and route to the right workflow (idea → executable input). Project intake + routing: help the user brainstorm and clarify intent, persist goal/context artifacts, then dispatch to the right workflow or step skill. Default route is workflow-ship-faster (Next.js 16.1.1) for idea/prototype→launch. Triggers: project kickoff, requirements clarification, brainstorm, ideas, discovery, intake.

jamie-bitflight Bundle

Use when creating or updating the project skill discovery config — generates or regenerates .dh/skill_discovery.yaml by scanning the repo to infer tech stack, inventorying installed skills via npx skills list, loading candidate skill content before suggesting, and writing a config-driven skill injection file. Triggers on /dh:setup-skill-discovery invocations and programmatic --auto calls from add-new-feature Phase 3.

delorenj Bundle

Facilitates a single point of ingress for any and all tasks. Used when pulling a new inbox/backlog task from a self-hosted Plane workspace, consuming the normalized `bloodbank.repo.task.created` fact (`data.provider_event_type=plane.ticket.created`), or handling any prompt that explicitly or implicitly describes a non-trivial task. Triggered by `add a feature`, `bloodbank.evt.repo.task.created`, or an equivalent provider-neutral task-created fact.