diff --git a/internal/routing/passrate.go b/internal/routing/passrate.go
new file mode 100644
index 0000000..97ae01d
--- /dev/null
+++ b/internal/routing/passrate.go
@@ -0,0 +1,85 @@
+package routing
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/url"
+	"sync"
+	"time"
+)
+
+// Fetcher reads /pass-rate from the brain pod with a per-skill TTL cache.
+type Fetcher struct {
+	BaseURL string
+	Window  string
+	TTL     time.Duration
+	HTTP    *http.Client
+
+	mu    sync.Mutex
+	cache map[string]cachedRate
+}
+
+type cachedRate struct {
+	value *float64
+	at    time.Time
+}
+
+type passRateResponse struct {
+	PassRate *float64 `json:"pass_rate"`
+}
+
+// NewFetcher returns a Fetcher that calls baseURL + /pass-rate with the
+// given window string. If ttl is zero, defaults to 60 seconds. The HTTP
+// client uses a 1-second total timeout.
+func NewFetcher(baseURL, window string, ttl time.Duration) *Fetcher {
+	if ttl == 0 {
+		ttl = 60 * time.Second
+	}
+	return &Fetcher{
+		BaseURL: baseURL,
+		Window:  window,
+		TTL:     ttl,
+		HTTP:    &http.Client{Timeout: time.Second},
+		cache:   make(map[string]cachedRate),
+	}
+}
+
+// Get returns the pass rate for the named skill, or nil if no data exists,
+// or an error if the brain is unreachable. Caches successful results.
+func (f *Fetcher) Get(ctx context.Context, skill string) (*float64, error) {
+	f.mu.Lock()
+	if c, ok := f.cache[skill]; ok && time.Since(c.at) < f.TTL {
+		v := c.value
+		f.mu.Unlock()
+		return v, nil
+	}
+	f.mu.Unlock()
+
+	u := fmt.Sprintf("%s/pass-rate?skill=%s&window=%s",
+		f.BaseURL, url.QueryEscape(skill), url.QueryEscape(f.Window))
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, u, nil)
+	if err != nil {
+		return nil, fmt.Errorf("passrate: build request: %w", err)
+	}
+	resp, err := f.HTTP.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("passrate: request: %w", err)
+	}
+	defer func() { _ = resp.Body.Close() }()
+	if resp.StatusCode != http.StatusOK {
+		return nil, fmt.Errorf("passrate: server returned status %d", resp.StatusCode)
+	}
+
+	var body passRateResponse
+	if err := json.NewDecoder(resp.Body).Decode(&body); err != nil {
+		return nil, fmt.Errorf("passrate: decode: %w", err)
+	}
+
+	f.mu.Lock()
+	f.cache[skill] = cachedRate{value: body.PassRate, at: time.Now()}
+	f.mu.Unlock()
+
+	return body.PassRate, nil
+}
diff --git a/internal/routing/passrate_test.go b/internal/routing/passrate_test.go
new file mode 100644
index 0000000..bd2c50e
--- /dev/null
+++ b/internal/routing/passrate_test.go
@@ -0,0 +1,73 @@
+package routing_test
+
+import (
+	"context"
+	"encoding/json"
+	"net/http"
+	"net/http/httptest"
+	"sync/atomic"
+	"testing"
+	"time"
+
+	"github.com/mathiasbq/supervisor/internal/routing"
+	"github.com/stretchr/testify/assert"
+	"github.com/stretchr/testify/require"
+)
+
+func TestFetcherGetReturnsPassRate(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		assert.Equal(t, http.MethodGet, r.Method)
+		assert.Equal(t, "/pass-rate", r.URL.Path)
+		assert.Equal(t, "tdd", r.URL.Query().Get("skill"))
+		assert.Equal(t, "7d", r.URL.Query().Get("window"))
+		w.Header().Set("Content-Type", "application/json")
+		_ = json.NewEncoder(w).Encode(map[string]any{"skill": "tdd", "pass_rate": 0.94})
+	}))
+	defer srv.Close()
+
+	f := routing.NewFetcher(srv.URL, "7d", time.Minute)
+	pr, err := f.Get(context.Background(), "tdd")
+	require.NoError(t, err)
+	require.NotNil(t, pr)
+	assert.InDelta(t, 0.94, *pr, 1e-9)
+}
+
+func TestFetcherGetReturnsNilWhenNoData(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		_ = json.NewEncoder(w).Encode(map[string]any{"skill": "novel", "pass_rate": nil})
+	}))
+	defer srv.Close()
+
+	f := routing.NewFetcher(srv.URL, "7d", time.Minute)
+	pr, err := f.Get(context.Background(), "novel")
+	require.NoError(t, err)
+	assert.Nil(t, pr)
+}
+
+func TestFetcherCachesWithinTTL(t *testing.T) {
+	var calls int32
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		atomic.AddInt32(&calls, 1)
+		_ = json.NewEncoder(w).Encode(map[string]any{"pass_rate": 0.5})
+	}))
+	defer srv.Close()
+
+	f := routing.NewFetcher(srv.URL, "7d", time.Minute)
+	for i := 0; i < 5; i++ {
+		_, err := f.Get(context.Background(), "tdd")
+		require.NoError(t, err)
+	}
+	assert.Equal(t, int32(1), atomic.LoadInt32(&calls), "should hit upstream once and serve four times from cache")
+}
+
+func TestFetcherSurfacesUpstreamError(t *testing.T) {
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, _ *http.Request) {
+		http.Error(w, "boom", http.StatusInternalServerError)
+	}))
+	defer srv.Close()
+
+	f := routing.NewFetcher(srv.URL, "7d", time.Minute)
+	pr, err := f.Get(context.Background(), "tdd")
+	require.Error(t, err)
+	assert.Nil(t, pr)
+}