diff --git a/.changeset/sixty-wings-wonder.md b/.changeset/sixty-wings-wonder.md
new file mode 100644
index 0000000..2fd1d89
--- /dev/null
+++ b/.changeset/sixty-wings-wonder.md
@@ -0,0 +1,5 @@
+---
+"@cephalization/phoenix-insight": patch
+---
+
+fix: Correct statistics in \_context.md
diff --git a/packages/cli/src/snapshot/context.ts b/packages/cli/src/snapshot/context.ts
index aa87df1..922735d 100644
--- a/packages/cli/src/snapshot/context.ts
+++ b/packages/cli/src/snapshot/context.ts
@@ -273,7 +273,9 @@ function buildWhatsHereSection(
 
   // Snapshot metadata
   lines.push(
-    `- **Snapshot**: Created ${formatRelativeTime(metadata.snapshotTime)} from ${metadata.phoenixUrl}`
+    `- **Snapshot**: Created ${formatRelativeTime(
+      metadata.snapshotTime
+    )} from ${metadata.phoenixUrl}`
   );
   lines.push("");
 
@@ -328,9 +330,10 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
   };
 
   // Collect project stats
+  // Use relative paths since cwd is the phoenix directory in both modes
   try {
     const projectsExec = await mode.exec(
-      "cat /phoenix/projects/index.jsonl 2>/dev/null || true"
+      "cat projects/index.jsonl 2>/dev/null || true"
     );
     if (projectsExec.stdout) {
       const projectLines = projectsExec.stdout
@@ -348,7 +351,7 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
 
           // Get span count for this project
           const spansMetaExec = await mode.exec(
-            `cat /phoenix/projects/${project.name}/spans/metadata.json 2>/dev/null || echo "{}"`
+            `cat projects/${project.name}/spans/metadata.json 2>/dev/null || echo "{}"`
           );
           if (spansMetaExec.stdout) {
             try {
@@ -372,7 +375,7 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
   // Collect dataset stats
   try {
     const datasetsExec = await mode.exec(
-      "cat /phoenix/datasets/index.jsonl 2>/dev/null || true"
+      "cat datasets/index.jsonl 2>/dev/null || true"
     );
     if (datasetsExec.stdout) {
       const datasetLines = datasetsExec.stdout
@@ -386,7 +389,7 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
 
           // Get example count
           const examplesExec = await mode.exec(
-            `wc -l < /phoenix/datasets/${dataset.name}/examples.jsonl 2>/dev/null || echo "0"`
+            `wc -l < datasets/${dataset.name}/examples.jsonl 2>/dev/null || echo "0"`
           );
           const exampleCount = parseInt(examplesExec.stdout.trim()) || 0;
 
@@ -407,7 +410,7 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
   // Collect experiment stats
   try {
     const experimentsExec = await mode.exec(
-      "cat /phoenix/experiments/index.jsonl 2>/dev/null || true"
+      "cat experiments/index.jsonl 2>/dev/null || true"
     );
     if (experimentsExec.stdout) {
       const experimentLines = experimentsExec.stdout
@@ -444,7 +447,7 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
   // Collect prompt stats
   try {
     const promptsExec = await mode.exec(
-      "cat /phoenix/prompts/index.jsonl 2>/dev/null || true"
+      "cat prompts/index.jsonl 2>/dev/null || true"
     );
     if (promptsExec.stdout) {
       const promptLines = promptsExec.stdout
@@ -458,7 +461,7 @@ async function collectSnapshotStats(mode: ExecutionMode): Promise<{
 
           // Count versions
           const versionsExec = await mode.exec(
-            `wc -l < /phoenix/prompts/${prompt.name}/versions/index.jsonl 2>/dev/null || echo "0"`
+            `wc -l < prompts/${prompt.name}/versions/index.jsonl 2>/dev/null || echo "0"`
           );
           const versionCount = parseInt(versionsExec.stdout.trim()) || 0;
 
@@ -533,7 +536,10 @@ function getRecentActivity(stats: {
   for (const exp of recentExperiments.slice(0, 2)) {
     const timeAgo = formatRelativeTime(new Date(exp.updatedAt!));
     activities.push(
-      `${exp.projectName || exp.datasetName}: experiment "${exp.id.slice(0, 8)}..." ${exp.status} ${timeAgo}`
+      `${exp.projectName || exp.datasetName}: experiment "${exp.id.slice(
+        0,
+        8
+      )}..." ${exp.status} ${timeAgo}`
     );
   }
 
diff --git a/packages/cli/test/snapshot/context.test.ts b/packages/cli/test/snapshot/context.test.ts
index b2c1bda..e8716e8 100644
--- a/packages/cli/test/snapshot/context.test.ts
+++ b/packages/cli/test/snapshot/context.test.ts
@@ -15,7 +15,8 @@ describe("generateContext", () => {
       }),
       exec: vi.fn(async (command: string) => {
         // Mock responses for different commands
-        if (command.includes("cat /phoenix/projects/index.jsonl")) {
+        // Use relative paths since cwd is the phoenix directory
+        if (command.includes("cat projects/index.jsonl")) {
           return {
             stdout:
               JSON.stringify({
@@ -33,9 +34,7 @@ describe("generateContext", () => {
         }
 
         if (
-          command.includes(
-            "cat /phoenix/projects/chatbot-prod/spans/metadata.json"
-          )
+          command.includes("cat projects/chatbot-prod/spans/metadata.json")
         ) {
           return {
             stdout: JSON.stringify({ spanCount: 2341 }),
@@ -45,9 +44,7 @@ describe("generateContext", () => {
         }
 
         if (
-          command.includes(
-            "cat /phoenix/projects/rag-experiment/spans/metadata.json"
-          )
+          command.includes("cat projects/rag-experiment/spans/metadata.json")
         ) {
           return {
             stdout: JSON.stringify({ spanCount: 892 }),
@@ -56,7 +53,7 @@ describe("generateContext", () => {
           };
         }
 
-        if (command.includes("cat /phoenix/datasets/index.jsonl")) {
+        if (command.includes("cat datasets/index.jsonl")) {
           return {
             stdout:
               JSON.stringify({
@@ -75,21 +72,19 @@ describe("generateContext", () => {
 
         if (
           command.includes(
-            "wc -l < /phoenix/datasets/customer-queries/examples.jsonl"
+            "wc -l < datasets/customer-queries/examples.jsonl"
           )
         ) {
           return { stdout: "150", stderr: "", exitCode: 0 };
         }
 
         if (
-          command.includes(
-            "wc -l < /phoenix/datasets/test-cases/examples.jsonl"
-          )
+          command.includes("wc -l < datasets/test-cases/examples.jsonl")
         ) {
           return { stdout: "75", stderr: "", exitCode: 0 };
         }
 
-        if (command.includes("cat /phoenix/experiments/index.jsonl")) {
+        if (command.includes("cat experiments/index.jsonl")) {
           return {
             stdout: JSON.stringify({
               id: "exp-123",
@@ -107,7 +102,7 @@ describe("generateContext", () => {
           };
         }
 
-        if (command.includes("cat /phoenix/prompts/index.jsonl")) {
+        if (command.includes("cat prompts/index.jsonl")) {
           return {
             stdout:
               JSON.stringify({
@@ -126,16 +121,14 @@ describe("generateContext", () => {
 
         if (
           command.includes(
-            "wc -l < /phoenix/prompts/main-assistant/versions/index.jsonl"
+            "wc -l < prompts/main-assistant/versions/index.jsonl"
           )
         ) {
           return { stdout: "5", stderr: "", exitCode: 0 };
         }
 
         if (
-          command.includes(
-            "wc -l < /phoenix/prompts/summarizer/versions/index.jsonl"
-          )
+          command.includes("wc -l < prompts/summarizer/versions/index.jsonl")
         ) {
           return { stdout: "3", stderr: "", exitCode: 0 };
         }
@@ -347,7 +340,7 @@ describe("generateContext", () => {
       recentTime.setHours(recentTime.getHours() - 1);
 
       mockMode.exec = vi.fn(async (command: string) => {
-        if (command.includes("cat /phoenix/experiments/index.jsonl")) {
+        if (command.includes("cat experiments/index.jsonl")) {
           return {
             stdout: JSON.stringify({
               id: "exp-recent",
@@ -386,7 +379,7 @@ describe("generateContext", () => {
       oldTime.setDate(oldTime.getDate() - 2);
 
       mockMode.exec = vi.fn(async (command: string) => {
-        if (command.includes("cat /phoenix/experiments/index.jsonl")) {
+        if (command.includes("cat experiments/index.jsonl")) {
           return {
             stdout: JSON.stringify({
               id: "exp-old",
@@ -422,7 +415,7 @@ describe("generateContext", () => {
   describe("experiment status determination", () => {
     it("should correctly count experiments by status", async () => {
       mockMode.exec = vi.fn(async (command: string) => {
-        if (command.includes("cat /phoenix/experiments/index.jsonl")) {
+        if (command.includes("cat experiments/index.jsonl")) {
           return {
             stdout:
               // Completed experiment