The library

sprint-status · Quick snapshot of progress across parallel Claude Code sessions before switching contexts.

brand-setup · When you are an agency managing multiple client brands and need one canonical profile that auto-loads into every marketing skill without manual context-switching.

write-query · Quickly drafting SQL exploratory queries without manual syntax lookup.

seo-auditor · Content teams and developers launching sites who want a quick checklist for on-page SEO (meta tags, headings, images, structured data).

transform-roadmap · Product teams transitioning from output-focused to outcome-focused planning, especially before executive presentations or quarterly planning.

plan-ceo-review · Founders and product managers blocking time BEFORE spec writing to validate that the requested feature is actually the right product.

financial-health · Quick SaaS financial diagnosis when you need investor-ready health snapshot.

okr · Engineering and product teams running quarterly planning cycles who want consistent OKR structure with clear scoring rubrics.

meeting-notes · Converting raw meeting notes into structured summaries with clear action items for tracking.

sprint · Teams running 1-2 week sprints who need capacity estimation, story selection, and structured retrospectives in one workflow.

sprint-health · Scrum masters and engineering leads running daily standups who need a quick health check with clear red/yellow/green signals.

sprint-plan · Scrum masters facilitating sprint planning who need a structured template to fill capacity, identify risks, and align the team on goals.

recruiting-process-interview · Systematically evaluating multiple PM candidates against the same opening using a consistent 4-dimension scoring model that produces comparable rankings.

brand-config · Real estate fund managers or CRE groups producing repeated investor-facing documents who want consistent visual identity across pitch decks, memos, and LP updates.

pr · One-command workflow to atomically format, stage, and push a PR without manual git steps.

km · Switching cognitive modes (e.g., from coding to research) without losing session continuity.

Q · MCP-first code intelligence queries when you need call/def/ref across the whole codebase without manual grep.

qa · Verifying semantic and regex search implementations work correctly across all file types and languages without blocking or pagination bugs.

cr · Catching language-specific bugs and design issues before commit by applying both project-local and generic review profiles to changed code.

ci · Testing a Haskell-to-Rocq compiler change locally before pushing by running the exact GitHub Actions workflow steps without Docker.

do · Managing multi-wave work streams where wave-dependent model routing and context-aware task selection accelerate delivery over manual task picking.

av · Programmatically launching and controlling multiple AI agent sessions without TUI overhead when orchestrating batch work or CI/CD-driven agent tasks.

pr · Separating code review (clean diff) from planning artifact archiving, allowing reviewers to focus on implementation while preserving design rationale as write-once history.

rlm · Deep codebase analysis on large repositories requiring multi-level reasoning without manual context pruning, routing models and tool access by depth/effort.

db · Quick ad-hoc database queries during development when Docker Compose is the deployment model and CLI access is faster than GUI tools.

ox · Maintaining team coding standards and recording agent execution traces when working in a SageOx-enabled team project.

qf · Gate code commits and PRs by enforcing type safety, linting, and RDO-specific conventions (database, auth, MUI Grid v2) before review.

fi · Marking a sprint or phase complete by bundling build verification, documentation updates, dialog export, and git history into a single protocol.

es · Grounding agent fact-checking in explicit evidence standards when making claims, combining project-agnostic and project-specific validation rules.

up · Synchronizing new project or environment preferences across all AI tools (Claude, Codex, Gemini, Cursor) in a single command.

dev · Routing developer tasks to the right specialist agent (debug, review, refactor, commit, PR) without manual agent selection overhead.

sc · Bundling file staging and commit creation into a single operation when no complex git workflow (rebase, cherry-pick) is needed.

ws · Monitoring current project phase and task progress.

po · Managing product backlog and feature documentation.

ts · Switching between compact and full view modes.

kb · Storing and retrieving project documentation.

x · Quick code exploration, one-line fixes, research without PM ceremony.

p · Creating tracked work items with clear acceptance criteria, subtask support, and OSS-safe PM artifacts.

s · Transitioning a planned task into in-progress with branch setup and status tracking.

w · Preserving session knowledge, decisions, and next steps before memory reset or long breaks.

st · Fast status check without scanning vault or task files.

ml · Initializing domain context for Earth Engine geospatial and time-series forecasting work.

ba · Solutioning Claude Code Config Manager features through multi-expert analysis and wireframe-driven design.

aw · Ensuring AI-generated code changes actually work in production before shipping user-facing features.

codexreview · Finding hidden security vulnerabilities and data integrity bugs in adversarial code review mode.

adr · Documenting architecture decisions and their trade-offs in a searchable, versioned format.

s · Turning vague feature ideas into testable specifications with clear acceptance criteria.

cm · Generating conventional commit messages that match project style from staged changes.

dev · Starting local development server with environment setup.

wt · Running workflow task definitions and automation routines.