#context-engineering
135 resources · page 2 of 3
Results
- prd-v02-product-type-classification
Classify product approach into one of six types (Clone, Unbundle, Undercut, Slice, Wrapper, Innovation) based on competitive landscape.
- prd-v03-features-value-planning
Define and prioritize features with strategic traceability during PRD v0.3 Commercial Model.
- prd-v03-moat-definition
Assess competitor defensibility and define our own moat strategy during PRD v0.3 Commercial Model.
- prd-v03-outcome-definition
Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model.
- prd-v03-pricing-model
Select and validate pricing model for PRD v0.3 Commercial Model.
- prd-v04-persona-definition
Synthesize behavioral personas from prior stage evidence for journey mapping and marketing during PRD v0.4 User Journeys.
- prd-v04-screen-flow-definition
Connect user journeys to screens, defining the UI structure and navigation paths during PRD v0.4 User Journeys.
- prd-v04-user-journey-mapping
Map user missions from trigger to value moment, organizing features into coherent paths during PRD v0.4 User Journeys.
- prd-v04-visual-prototype-gate
Generate visual prototype prompts from SCR- entries for Google Stitch (or equivalent UI generation tool).
- prd-v05-risk-discovery-interview
Surface risks through guided questioning, helping users consider pivots, constraints, and prioritization during PRD v0.5 Red Team Review.
- prd-v05-technical-stack-selection
Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review.
- prd-v06-architecture-design
Define how system components connect, establishing boundaries, patterns, and integration approaches during PRD v0.6 Architecture.
- prd-v06-technical-specification
Define implementation contracts (APIs and data models) that developers will build against during PRD v0.6 Architecture.
- prd-v07-epic-scoping
Transform v0.6 specifications into context-window-sized work packages (EPICs) during PRD v0.7 Build Execution.
- prd-v07-implementation-loop
Execute implementation within EPICs following test-first development, continuous SoT updates, and code traceability during PRD v0.7 Build Execution.
- apm-usage
APM (Agent Package Manager) is the open-source package manager for AI coding agents.
- gsd-progress
Check progress, advance workflow, or dispatch freeform intent — the unified GSD situational command
- gsd-quick
Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents
- gsd-import
Ingest external plans with conflict detection against project decisions before writing anything
- gsd-surface
Toggle which skills are surfaced — apply a profile, list, or disable a cluster without reinstall
- gsd-code-review
Review source files changed during a phase for bugs, security issues, and code quality problems
- brain-bootstrap
Seed a freshly-scaffolded brain with real project knowledge — on an existing (brownfield) project read the code, docs, and git log to draft…
- brain-ingest
The process for digesting a conversation, document, or research result, classifying it, and writing it down as brain content (a root-page…
- gsd-map-codebase
Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents
- gsd-mempalace-capture
File a phase artifact into MemPalace; mirror decision facts into its temporal KG
- mk:angular
Angular v20+ patterns — 10 topics consolidated with progressive disclosure.
- mk:fix
Diagnoses and fixes bugs, type errors, lint failures, CI/CD issues, and runtime errors via root-cause-first investigation.
- mk:playwright-cli
Session-persistent browser automation via Playwright CLI — form filling, screenshots, data extraction, multi-step flows.
- mk:review
Multi-pass structural code review with adversarial analysis, scope-aware dispatch, adversarial persona passes, and forced-finding protocol.
- mk:ship
Ship workflow with explicit scopes: prepare stages and commits locally; release pushes and creates a PR; publish manages issues and versioning.
- mk:vue-testing-best-practices
Vue-specific test-design advisor + test-code reviewer.
- claude
OpenLoomi is an open-source AI coworker.
- ratatui
Build terminal UIs in Rust with Ratatui.
- mk:autobuild
mk:autobuild — Autonomous Multi-Hour Build Orchestration
- mk:bootstrap
End-to-end project orchestrator: research → design → plan → scaffold → implement → docs.
- mk:context-audit
Three concrete triggers: 1.
- mk:evaluate
Experimental behavioral evaluator.
- mk:figma
Read-first Figma gateway via Figma MCP: analyze designs, implement Figma-to-code for 1–3 screens, extract design tokens, produce a Figma…
- mk:investigate
Systematic debugging with root cause investigation.
- mk:jira
Routing skill — recommends the correct mk:jira-* leaf for any Jira task.
- mk:llms
Generate llms.txt files from project documentation following the llmstxt.org spec.
- gsd-graphify
Build, query, and inspect the project knowledge graph in .planning/graphs/
- gsd-mempalace-recall
Recall decisions, patterns, and surprises from MemPalace before planning
- gsd-plan-review-convergence
Cross-AI plan convergence - replan until review concerns are resolved
- vitaecontext
Route broad or ambiguous VitaeContext work to the right module while keeping context scoped.
- vitaecontext-build
Build, normalize, and maintain the user's Career Context file so downstream platform outputs stay factual and consistent.
- vitaecontext-vitaegraph
Build, deepen, validate, index, and maintain a private hierarchical career knowledge graph from supplied career materials.
- video
You take a brief and hand back a film.
- gsd-config
Configure GSD settings — workflow toggles, advanced knobs, integrations, and model profile
- gsd-execute-phase
Execute all plans in a phase with wave-based parallelization
- gsd-plan-phase
Create detailed phase plan (PLAN.md) with verification loop
- implement-ag-playbook
Implement a playbook from its PROMPT specification files.
- frontend-technical-spec
Defines React environment, component architecture, state/data flow, build verification, and frontend non-functional criteria from repository evidence.
- llm-friendly-context
Clarifies inputs, outputs, success criteria, decisions, and unresolved conditions so downstream agents can execute without guessing.
- gsd-complete-milestone
Archive completed milestone and prepare for next version
- oss-growth
[OSS growth hacker persona](../../../.apm/agents/oss-growth-hacker.agent.md)
- commands-en
Create a new skill from user knowledge through interactive dialog and optimization
- gsd-workstreams
/gsd-workstreams [subcommand] [args]
- python-architecture
[Python architect persona](../../../.apm/agents/python-architect.agent.md)
- gsd-sketch
Sketch UI/design ideas with throwaway HTML mockups, or propose what to sketch next (frontier mode)
