gensem

Deploy the current project to a Hetzner server via Coolify. Adapts to the user's situation: from zero infrastructure (solo) to a pre-configured shared server (training). Triggered by /gse:deploy.

Reload checkpoint, verify worktrees, brief user. Triggered by /gse:resume.

Deploy the current project to a Hetzner server via Coolify. Adapts to the user's situation: from zero infrastructure (solo) to a pre-configured shared server (training). Triggered by /gse:deploy.

Reload checkpoint, verify worktrees, brief user. Triggered by /gse:resume.

Route capitalized solutions to their targets. Triggered by /gse:integrate after compound.

Full GSE-One orchestrator methodology — load when you need the complete invariant text, failure modes, and edge cases beyond the condensed AGENTS.md summary.

Route capitalized solutions to their targets. Triggered by /gse:integrate after compound.

Define architecture decisions, component decomposition, interface contracts. Triggered by /gse:design.

Simulate planned artefacts before production. Triggered by /gse:preview.

Execute production plan in isolated worktree. Creates feature branch + worktree per task. Triggered by /gse:produce.

Define functional and non-functional requirements. Triggered by /gse:reqs.

Define test strategy, set up environment, write tests, execute campaigns, produce evidence. Triggered by /gse:tests.

Define architecture decisions, component decomposition, interface contracts. Triggered by /gse:design.

Simulate planned artefacts before production. Triggered by /gse:preview.

Execute production plan in isolated worktree. Creates feature branch + worktree per task. Triggered by /gse:produce.

Define functional and non-functional requirements. Triggered by /gse:reqs.

Define test strategy, set up environment, write tests, execute campaigns, produce evidence. Triggered by /gse:tests.

Capitalize learnings across 3 axes. Triggered by /gse:compound at end of sprint.

Capitalize learnings across 3 axes. Triggered by /gse:compound at end of sprint.

Auto-commit work, save session checkpoint. Triggered by /gse:pause.

Auto-commit work, save session checkpoint. Triggered by /gse:pause.

Execute a task outside standard lifecycle. Triggered by /gse:task.

Execute a task outside standard lifecycle. Triggered by /gse:task.

View and manage project backlog. Triggered when user asks about tasks, work items, what's left to do.

Merge feature branches, tag release, cleanup. Triggered by /gse:deliver.

Detect project state, propose next activity. Triggered by /gse:go. Includes --adopt mode for existing projects.

Display project health dashboard with up to 8 dimensions (mode-dependent: 8 Full / 3 Lightweight / disabled Micro). Triggered by /gse:health.

Establish or update user profile. Triggered when user context is unknown or /gse:hug is called.

Start or continue a learning session. Triggered when user asks to learn, understand, or be taught. Also triggered proactively at workflow transitions.

Select backlog items for sprint, create/update sprint plan in `.gse/plan.yaml`. Cross-cutting — callable at any abstraction level.

Review all artefacts in current sprint. Operates on branch diff. Includes devil's advocate (P16). Triggered by /gse:review.

Show lifecycle status, sprint state, artefact inventory, health, git state. Triggered by /gse:status.

View and manage project backlog. Triggered when user asks about tasks, work items, what's left to do.

Merge feature branches, tag release, cleanup. Triggered by /gse:deliver.

Detect project state, propose next activity. Triggered by /gse:go. Includes --adopt mode for existing projects.

Display project health dashboard with up to 8 dimensions (mode-dependent: 8 Full / 3 Lightweight / disabled Micro). Triggered by /gse:health.

Establish or update user profile. Triggered when user context is unknown or /gse:hug is called.

Start or continue a learning session. Triggered when user asks to learn, understand, or be taught. Also triggered proactively at workflow transitions.

Select backlog items for sprint, create/update sprint plan in `.gse/plan.yaml`. Cross-cutting — callable at any abstraction level.

Review all artefacts in current sprint. Operates on branch diff. Includes devil's advocate (P16). Triggered by /gse:review.