diff --git a/README.md b/README.md
index 4c4ef55..444891c 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,37 @@
-# Ship 🚀
+# Ship
 
-A CLI that runs agents sequentially.
+Ship turns labeled GitHub issues into a pull request by driving **your** local coding agent through a fixed sequence of phases.
 
-Confirm a queue from ship-labeled GitHub issues, then spin agents through an Implement → Review loop for each of the tickets and open a pull request.
+It is not an agent itself. You bring Cursor Agent, Claude Code, Codex, or pi. Ship queues the tickets, starts a fresh agent for each phase, and opens the PR in whatever checkout you already have.
 
 **Status:** v0.1.0.
 
+## What “agents in a loop” means
+
+One **Run** of `ship` processes a confirmed queue of tickets **one after another**, and for each ticket it starts **two fresh agent sessions** (Implement, then Review). When the queue is done, Ship starts **one more** agent for the Final phase which reviews the branch and opens a PR.
+
+```
+Run (`ship`)
+├── pick ordered tickets labeled `ship`
+├── for each ticket (one Iteration):
+│   ├── Implement  → fresh agent: write the work, must commit
+│   └── Review     → fresh agent: one pass over those commits
+└── Final          → fresh agent: branch review, green bar, open PR
+```
+
+Each phase is a **new** agent process with a built-in prompt. Implement commits the ticket; Review may fix or leave the commits alone; Final must open a pull request.
+
+It is recommended to run ship in a seperate worktree. I personnaly use [treehouse](https://github.com/kunchenguid/treehouse) to do manage them.
+
+## Prerequisites
+
+- Authenticated [`gh`](https://cli.github.com/)
+- One of: Cursor Agent (`agent`), `pi`, `codex`, or `claude` on your `PATH`
+- A git checkout of the GitHub repo whose issues you want to ship
+
 ## Install
 
-#### Linux/MacOS
+#### Linux / macOS
 
 ```bash
 curl -fsSL https://raw.githubusercontent.com/maxBRT/ship-cli/main/install.sh | bash
@@ -16,13 +39,15 @@ curl -fsSL https://raw.githubusercontent.com/maxBRT/ship-cli/main/install.sh | b
 
 #### Windows
 
-[Releases](https://github.com/maxBRT/ship-cli/releases) page for manual download.
+Download a binary from [Releases](https://github.com/maxBRT/ship-cli/releases).
 
+## Update
 
-## Prerequisites
+```bash
+ship update
+```
 
-- Authenticated [`gh`](https://cli.github.com/)
-- Any of `cursor`, `codex`, `claude caude`, `pi` CLI installed
+Downloads the latest GitHub Release, verifies checksums, and replaces the running binary in place. Check what you have with `ship --version`.
 
 ## Quickstart
 
@@ -32,7 +57,29 @@ gh issue edit <n> --add-label "ship"
 ship
 ```
 
-Run `ship --help` for flags and commands.
+On first run, Ship creates `.ship/config.yaml` (or run `ship init`). Pick tickets in the picker, then leave the agent phases running. When Final succeeds, Ship prints the PR URL.
+
+## Configuration
+
+Settings live in `.ship/config.yaml`. Create one with `ship init`, or let the first `ship` run write defaults.
+
+Precedence: YAML → flags.
+
+```yaml
+branch: ""            # empty → generate ship/<id>
+agent: cursor         # cursor | pi | codex | claude
+model: ""             # optional model for the Agent
+max_iterations: 10    # max tickets (Implement+Review) before Final
+timeout: 20m          # per-Phase timeout (Go duration)
+```
+
+One-off overrides:
+
+```bash
+ship --agent pi --model gpt-5 --max-iterations 3 --branch ship/my-feature --timeout 30m
+```
+
+Run `ship --help` for flags and commands (`init`, `update`, `--version`).
 
 ## Install from source
 
diff --git a/cmd/ship/main_test.go b/cmd/ship/main_test.go
index 34b33e9..079ff7d 100644
--- a/cmd/ship/main_test.go
+++ b/cmd/ship/main_test.go
@@ -149,7 +149,6 @@ func TestMain_helpDocumentsDomainLanguage(t *testing.T) {
 func TestMain_invalidFlagExitsNonZero(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: ""
-feature: ""
 agent: cursor
 model: ""
 max_iterations: 10
@@ -168,7 +167,6 @@ timeout: 20m
 func TestMain_invalidTimeoutExitsNonZero(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: ""
-feature: ""
 agent: cursor
 model: ""
 max_iterations: 10
@@ -187,7 +185,6 @@ timeout: 20m
 func TestMain_missingAgentBinaryExitsBeforeRun(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: ""
-feature: ""
 agent: cursor
 model: ""
 max_iterations: 10
diff --git a/internal/run/config.go b/internal/run/config.go
index 1b33638..b503d03 100644
--- a/internal/run/config.go
+++ b/internal/run/config.go
@@ -11,7 +11,6 @@ import (
 // Config holds the Run configuration parsed from .ship/config.yaml and flags.
 type Config struct {
 	Branch        string
-	Feature       string
 	Agent         string
 	Model         string
 	MaxIterations int
@@ -75,7 +74,6 @@ func defaultConfig() Config {
 func newFlagSet(cfg *Config) *flag.FlagSet {
 	fs := flag.NewFlagSet("ship", flag.ContinueOnError)
 	fs.StringVar(&cfg.Branch, "branch", cfg.Branch, "git branch for the Run (empty means generate ship/<id>)")
-	fs.StringVar(&cfg.Feature, "feature", cfg.Feature, "optional extra filter label for ship Tickets")
 	fs.StringVar(&cfg.Agent, "agent", cfg.Agent, "Agent kind for every Phase (cursor, pi, codex, claude)")
 	fs.StringVar(&cfg.Model, "model", cfg.Model, "optional model for the Agent")
 	fs.IntVar(&cfg.MaxIterations, "max-iterations", cfg.MaxIterations, "max Iterations (one Ticket each) before Final")
diff --git a/internal/run/config_test.go b/internal/run/config_test.go
index c10a86e..885f9e7 100644
--- a/internal/run/config_test.go
+++ b/internal/run/config_test.go
@@ -22,7 +22,6 @@ func writeShipYAML(t *testing.T, dir, content string) {
 }
 
 const fullYAML = `branch: ""
-feature: ""
 agent: cursor
 model: ""
 max_iterations: 10
@@ -41,9 +40,6 @@ func TestParseConfig_yamlDefaults(t *testing.T) {
 	if cfg.Branch != "" {
 		t.Errorf("Branch = %q, want empty", cfg.Branch)
 	}
-	if cfg.Feature != "" {
-		t.Errorf("Feature = %q, want empty", cfg.Feature)
-	}
 	if cfg.Agent != "cursor" {
 		t.Errorf("Agent = %q, want %q", cfg.Agent, "cursor")
 	}
@@ -61,7 +57,6 @@ func TestParseConfig_yamlDefaults(t *testing.T) {
 func TestParseConfig_yamlOverridesBuiltInDefaults(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: feat/widget
-feature: widget
 agent: pi
 model: composer
 max_iterations: 3
@@ -76,9 +71,6 @@ timeout: 5m
 	if cfg.Branch != "feat/widget" {
 		t.Errorf("Branch = %q, want feat/widget", cfg.Branch)
 	}
-	if cfg.Feature != "widget" {
-		t.Errorf("Feature = %q, want widget", cfg.Feature)
-	}
 	if cfg.Agent != "pi" {
 		t.Errorf("Agent = %q, want pi", cfg.Agent)
 	}
@@ -96,7 +88,6 @@ timeout: 5m
 func TestParseConfig_flagsOverrideYAML(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: from-yaml
-feature: yaml-feature
 agent: cursor
 model: yaml-model
 max_iterations: 7
@@ -104,7 +95,6 @@ timeout: 2m
 `)
 	args := []string{
 		"--branch", "from-flag",
-		"--feature", "flag-feature",
 		"--agent", "claude",
 		"--model", "flag-model",
 		"--max-iterations", "4",
@@ -118,9 +108,6 @@ timeout: 2m
 	if cfg.Branch != "from-flag" {
 		t.Errorf("Branch = %q, want from-flag", cfg.Branch)
 	}
-	if cfg.Feature != "flag-feature" {
-		t.Errorf("Feature = %q, want flag-feature", cfg.Feature)
-	}
 	if cfg.Agent != "claude" {
 		t.Errorf("Agent = %q, want claude", cfg.Agent)
 	}
@@ -138,7 +125,6 @@ timeout: 2m
 func TestParseConfig_rejectsUnknownAgentKind(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: ""
-feature: ""
 agent: opencode
 model: ""
 max_iterations: 10
@@ -157,7 +143,6 @@ timeout: 20m
 func TestParseConfig_rejectsLegacyBinaryAgentWithMigrationHint(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: ""
-feature: ""
 agent: agent
 model: ""
 max_iterations: 10
@@ -177,7 +162,6 @@ timeout: 20m
 func TestParseConfig_rejectsAbsolutePathAgentWithMigrationHint(t *testing.T) {
 	dir := t.TempDir()
 	writeShipYAML(t, dir, `branch: ""
-feature: ""
 agent: /usr/local/bin/agent
 model: ""
 max_iterations: 10
diff --git a/internal/run/orchestrator.go b/internal/run/orchestrator.go
index 408658e..c7d8ae5 100644
--- a/internal/run/orchestrator.go
+++ b/internal/run/orchestrator.go
@@ -58,7 +58,7 @@ func (r Orchestrator) Run(ctx context.Context) error {
 		return fmt.Errorf("ensure tracker labels: %w", err)
 	}
 
-	ready, err := r.Tickets.ListReady(ctx, r.Config.Feature)
+	ready, err := r.Tickets.ListReady(ctx)
 	if err != nil {
 		return fmt.Errorf("list ship Tickets: %w", err)
 	}
diff --git a/internal/run/orchestrator_test.go b/internal/run/orchestrator_test.go
index eaa2d7b..8aab0f3 100644
--- a/internal/run/orchestrator_test.go
+++ b/internal/run/orchestrator_test.go
@@ -1379,7 +1379,7 @@ func (f *fakeTickets) EnsureLabels(context.Context) error {
 	return f.ensureErr
 }
 
-func (f *fakeTickets) ListReady(context.Context, string) ([]ticket.Ticket, error) {
+func (f *fakeTickets) ListReady(context.Context) ([]ticket.Ticket, error) {
 	out := make([]ticket.Ticket, len(f.ready))
 	copy(out, f.ready)
 	return out, nil
diff --git a/internal/run/shipfile.go b/internal/run/shipfile.go
index 636d66d..08fa4e4 100644
--- a/internal/run/shipfile.go
+++ b/internal/run/shipfile.go
@@ -50,12 +50,11 @@ func (i Init) Config(dir string) (created bool, err error) {
 			cfg.Agent = kind
 		}
 		content := fmt.Sprintf(`branch: %q
-feature: %q
 agent: %s
 model: %q
 max_iterations: %d
 timeout: %s
-`, cfg.Branch, cfg.Feature, cfg.Agent, cfg.Model, cfg.MaxIterations, formatDuration(cfg.Timeout))
+`, cfg.Branch, cfg.Agent, cfg.Model, cfg.MaxIterations, formatDuration(cfg.Timeout))
 		if err := os.MkdirAll(filepath.Dir(path), 0o750); err != nil {
 			return false, err
 		}
@@ -139,7 +138,6 @@ func LoadConfig(dir string) (Config, error) {
 
 	return Config{
 		Branch:        *raw.Branch,
-		Feature:       *raw.Feature,
 		Agent:         *raw.Agent,
 		Model:         *raw.Model,
 		MaxIterations: *raw.MaxIterations,
@@ -149,7 +147,6 @@ func LoadConfig(dir string) (Config, error) {
 
 type shipYAML struct {
 	Branch        *string `yaml:"branch"`
-	Feature       *string `yaml:"feature"`
 	Agent         *string `yaml:"agent"`
 	Model         *string `yaml:"model"`
 	MaxIterations *int    `yaml:"max_iterations"`
@@ -161,9 +158,6 @@ func (s shipYAML) missingKeys() []string {
 	if s.Branch == nil {
 		missing = append(missing, "branch")
 	}
-	if s.Feature == nil {
-		missing = append(missing, "feature")
-	}
 	if s.Agent == nil {
 		missing = append(missing, "agent")
 	}
diff --git a/internal/run/shipfile_test.go b/internal/run/shipfile_test.go
index d63204e..7ec5592 100644
--- a/internal/run/shipfile_test.go
+++ b/internal/run/shipfile_test.go
@@ -135,7 +135,6 @@ func TestInitConfig_writesFilledDefaults(t *testing.T) {
 	got := string(data)
 	for _, want := range []string{
 		"branch:",
-		"feature:",
 		"agent: cursor",
 		"model:",
 		"max_iterations: 10",
@@ -173,7 +172,6 @@ func TestInitConfig_alreadyExistsDoesNotOverwrite(t *testing.T) {
 func TestLoadConfig_readsAllFields(t *testing.T) {
 	dir := t.TempDir()
 	content := `branch: feat/widget
-feature: widget
 agent: pi
 model: composer
 max_iterations: 3
@@ -188,9 +186,6 @@ timeout: 5m
 	if cfg.Branch != "feat/widget" {
 		t.Errorf("Branch = %q, want feat/widget", cfg.Branch)
 	}
-	if cfg.Feature != "widget" {
-		t.Errorf("Feature = %q, want widget", cfg.Feature)
-	}
 	if cfg.Agent != "pi" {
 		t.Errorf("Agent = %q, want pi", cfg.Agent)
 	}
@@ -208,7 +203,6 @@ timeout: 5m
 func TestLoadConfig_missingKeyErrors(t *testing.T) {
 	dir := t.TempDir()
 	content := `branch: ""
-feature: ""
 agent: cursor
 model: ""
 timeout: 10m
@@ -227,11 +221,11 @@ timeout: 10m
 func TestLoadConfig_ignoresUnknownKeys(t *testing.T) {
 	dir := t.TempDir()
 	content := `branch: ""
-feature: ""
 agent: cursor
 model: ""
 max_iterations: 10
 timeout: 10m
+feature: leftover
 extra_thing: ignored
 `
 	writeShipConfig(t, dir, content)
diff --git a/internal/ticket/github.go b/internal/ticket/github.go
index a4c0dc1..707b094 100644
--- a/internal/ticket/github.go
+++ b/internal/ticket/github.go
@@ -46,7 +46,6 @@ query($owner: String!, $name: String!) {
         number
         title
         createdAt
-        labels(first: 20) { nodes { name } }
       }
     }
   }
@@ -70,11 +69,6 @@ type gqlIssue struct {
 	Number    int       `json:"number"`
 	Title     string    `json:"title"`
 	CreatedAt time.Time `json:"createdAt"`
-	Labels    struct {
-		Nodes []struct {
-			Name string `json:"name"`
-		} `json:"nodes"`
-	} `json:"labels"`
 }
 
 type orderedTicket struct {
@@ -84,7 +78,7 @@ type orderedTicket struct {
 
 // ListReady returns ship-labeled Tickets in stable default order:
 // ascending issue number, then oldest created date.
-func (g *GitHub) ListReady(ctx context.Context, feature string) ([]Ticket, error) {
+func (g *GitHub) ListReady(ctx context.Context) ([]Ticket, error) {
 	execGH := g.exec()
 
 	repoOut, err := execGH(ctx, "repo", "view", "--json", "nameWithOwner")
@@ -116,9 +110,6 @@ func (g *GitHub) ListReady(ctx context.Context, feature string) ([]Ticket, error
 
 	ordered := make([]orderedTicket, 0, len(resp.Data.Repository.Issues.Nodes))
 	for _, issue := range resp.Data.Repository.Issues.Nodes {
-		if feature != "" && !hasLabel(issue, feature) {
-			continue
-		}
 		ordered = append(ordered, orderedTicket{
 			Ticket: Ticket{
 				Number: issue.Number,
@@ -142,15 +133,6 @@ func (g *GitHub) ListReady(ctx context.Context, feature string) ([]Ticket, error
 	return outTickets, nil
 }
 
-func hasLabel(issue gqlIssue, want string) bool {
-	for _, l := range issue.Labels.Nodes {
-		if l.Name == want {
-			return true
-		}
-	}
-	return false
-}
-
 // requiredLabels are the tracker labels Ship needs for triage and ship queue
 // membership (candidates for the Run picker).
 var requiredLabels = []struct {
diff --git a/internal/ticket/github_test.go b/internal/ticket/github_test.go
index e29870f..0cda688 100644
--- a/internal/ticket/github_test.go
+++ b/internal/ticket/github_test.go
@@ -42,7 +42,7 @@ func TestListReady_ordersByNumberThenCreatedDate(t *testing.T) {
 		}`,
 	})}
 
-	got, err := gh.ListReady(context.Background(), "")
+	got, err := gh.ListReady(context.Background())
 	if err != nil {
 		t.Fatalf("ListReady: %v", err)
 	}
@@ -58,48 +58,6 @@ func TestListReady_ordersByNumberThenCreatedDate(t *testing.T) {
 	}
 }
 
-func TestListReady_filtersByFeatureLabel(t *testing.T) {
-	gh := &ticket.GitHub{Exec: scriptedExec(t, map[string]string{
-		"repo view --json nameWithOwner": `{"nameWithOwner":"maxBRT/ship-cli"}`,
-		"api graphql": `{
-			"data": {
-				"repository": {
-					"issues": {
-						"nodes": [
-							{
-								"number": 10,
-								"title": "other feature",
-								"createdAt": "2026-01-01T00:00:00Z",
-								"labels": {"nodes": [
-									{"name": "ship"},
-									{"name": "feat-other"}
-								]}
-							},
-							{
-								"number": 11,
-								"title": "wanted feature",
-								"createdAt": "2026-02-01T00:00:00Z",
-								"labels": {"nodes": [
-									{"name": "ship"},
-									{"name": "feat-ship"}
-								]}
-							}
-						]
-					}
-				}
-			}
-		}`,
-	})}
-
-	got, err := gh.ListReady(context.Background(), "feat-ship")
-	if err != nil {
-		t.Fatalf("ListReady: %v", err)
-	}
-	if len(got) != 1 || got[0].Number != 11 {
-		t.Fatalf("ListReady = %v, want only #11", numbers(got))
-	}
-}
-
 func TestEnsureLabels_createsMissingShipLabels(t *testing.T) {
 	var creates [][]string
 	gh := &ticket.GitHub{Exec: func(ctx context.Context, args ...string) ([]byte, error) {
diff --git a/internal/ticket/port.go b/internal/ticket/port.go
index 31aa447..1ecc131 100644
--- a/internal/ticket/port.go
+++ b/internal/ticket/port.go
@@ -22,9 +22,9 @@ type Port interface {
 	// missing from the tracker, so queue stamping and Done can succeed.
 	EnsureLabels(ctx context.Context) error
 
-	// ListReady returns Tickets labeled ship, optionally also matching
-	// feature, in stable default order (issue number / created date).
-	ListReady(ctx context.Context, feature string) ([]Ticket, error)
+	// ListReady returns Tickets labeled ship in stable default order
+	// (issue number / created date).
+	ListReady(ctx context.Context) ([]Ticket, error)
 
 	// Stamp adds the ship label to the confirmed queue without removing
 	// Ready for Agent.