diff --git a/cli/cmd/followers.go b/cli/cmd/followers.go
index 5b0a775..e6e9a85 100644
--- a/cli/cmd/followers.go
+++ b/cli/cmd/followers.go
@@ -53,10 +53,10 @@ func enrichFollowerProfiles(ctx context.Context, service *store.BlueskyService,
 }
 
 // filterInactive filters follower infos to only include accounts inactive for N days
-func filterInactive(ctx context.Context, service *store.BlueskyService, followerInfos []followerInfo, actors []string, inactiveDays int, logger *log.Logger) []followerInfo {
+func filterInactive(ctx context.Context, service *store.BlueskyService, cacheRepo *store.CacheRepository, followerInfos []followerInfo, actors []string, inactiveDays int, refresh bool, logger *log.Logger) []followerInfo {
 	logger.Infof("Checking activity status (threshold: %d days)...", inactiveDays)
 
-	lastPostDates := service.BatchGetLastPostDates(ctx, actors, 10)
+	lastPostDates := service.BatchGetLastPostDatesCached(ctx, cacheRepo, actors, 10, refresh)
 
 	var filtered []followerInfo
 	for i, info := range followerInfos {
@@ -82,10 +82,13 @@ func filterInactive(ctx context.Context, service *store.BlueskyService, follower
 }
 
 // filterQuiet filters follower infos to only include quiet posters
-func filterQuiet(ctx context.Context, service *store.BlueskyService, followerInfos []followerInfo, actors []string, threshold float64, logger *log.Logger) []followerInfo {
-	logger.Infof("Computing post rates (threshold: %.2f posts/day, this may take a while)...", threshold)
+func filterQuiet(ctx context.Context, service *store.BlueskyService, cacheRepo *store.CacheRepository, followerInfos []followerInfo, actors []string, threshold float64, refresh bool, logger *log.Logger) []followerInfo {
+	logger.Infof("Computing post rates (threshold: %.2f posts/day)...", threshold)
+	if refresh {
+		logger.Infof("Refreshing cache (this may take a while)...")
+	}
 
-	postRates := service.BatchGetPostRates(ctx, actors, 30, 30, 10, func(current, total int) {
+	postRates := service.BatchGetPostRatesCached(ctx, cacheRepo, actors, 30, 30, 10, refresh, func(current, total int) {
 		if current%10 == 0 || current == total {
 			logger.Infof("Progress: %d/%d accounts analyzed", current, total)
 		}
@@ -126,6 +129,11 @@ func ListFollowersAction(ctx context.Context, cmd *cli.Command) error {
 		return fmt.Errorf("not authenticated: run 'skycli login' first")
 	}
 
+	cacheRepo, err := reg.GetCacheRepo()
+	if err != nil {
+		return fmt.Errorf("failed to get cache repository: %w", err)
+	}
+
 	actor := cmd.String("user")
 	if actor == "" {
 		actor = service.GetDid()
@@ -136,6 +144,7 @@ func ListFollowersAction(ctx context.Context, cmd *cli.Command) error {
 	quietPosters := cmd.Bool("quiet")
 	quietThreshold := cmd.Float("threshold")
 	outputFormat := cmd.String("output")
+	refresh := cmd.Bool("refresh")
 
 	if limit == 0 {
 		logger.Debugf("Fetching all followers for %v", actor)
@@ -197,11 +206,11 @@ func ListFollowersAction(ctx context.Context, cmd *cli.Command) error {
 	followerInfos, actors := enrichFollowerProfiles(ctx, service, allFollowers, logger)
 
 	if inactiveDays > 0 {
-		followerInfos = filterInactive(ctx, service, followerInfos, actors, inactiveDays, logger)
+		followerInfos = filterInactive(ctx, service, cacheRepo, followerInfos, actors, inactiveDays, refresh, logger)
 	}
 
 	if quietPosters {
-		followerInfos = filterQuiet(ctx, service, followerInfos, actors, quietThreshold, logger)
+		followerInfos = filterQuiet(ctx, service, cacheRepo, followerInfos, actors, quietThreshold, refresh, logger)
 	}
 
 	switch outputFormat {
@@ -233,6 +242,11 @@ func ListFollowingAction(ctx context.Context, cmd *cli.Command) error {
 		return fmt.Errorf("not authenticated: run 'skycli login' first")
 	}
 
+	cacheRepo, err := reg.GetCacheRepo()
+	if err != nil {
+		return fmt.Errorf("failed to get cache repository: %w", err)
+	}
+
 	actor := cmd.String("user")
 	if actor == "" {
 		actor = service.GetDid()
@@ -242,6 +256,7 @@ func ListFollowingAction(ctx context.Context, cmd *cli.Command) error {
 	quietPosters := cmd.Bool("quiet")
 	quietThreshold := cmd.Float("threshold")
 	outputFormat := cmd.String("output")
+	refresh := cmd.Bool("refresh")
 
 	logger.Debugf("Fetching following for actor %v", actor)
 
@@ -282,11 +297,11 @@ func ListFollowingAction(ctx context.Context, cmd *cli.Command) error {
 	followerInfos, actors := enrichFollowerProfiles(ctx, service, allFollowing, logger)
 
 	if inactiveDays > 0 {
-		followerInfos = filterInactive(ctx, service, followerInfos, actors, inactiveDays, logger)
+		followerInfos = filterInactive(ctx, service, cacheRepo, followerInfos, actors, inactiveDays, refresh, logger)
 	}
 
 	if quietPosters {
-		followerInfos = filterQuiet(ctx, service, followerInfos, actors, quietThreshold, logger)
+		followerInfos = filterQuiet(ctx, service, cacheRepo, followerInfos, actors, quietThreshold, refresh, logger)
 	}
 
 	switch outputFormat {
@@ -449,19 +464,240 @@ func FollowersDiffAction(ctx context.Context, cmd *cli.Command) error {
 		return fmt.Errorf("not authenticated: run 'skycli login' first")
 	}
 
+	snapshotRepo, err := reg.GetSnapshotRepo()
+	if err != nil {
+		return fmt.Errorf("failed to get snapshot repository: %w", err)
+	}
+
+	actor := cmd.String("user")
+	if actor == "" {
+		actor = service.GetDid()
+	}
 	sinceStr := cmd.String("since")
 	untilStr := cmd.String("until")
+	outputFormat := cmd.String("output")
+
+	// Parse since parameter (date or snapshot ID)
+	sinceDate, err := time.Parse("2006-01-02", sinceStr)
+	var baselineSnapshot *store.SnapshotModel
+	if err != nil {
+		// Not a date, try as snapshot ID
+		model, err := snapshotRepo.Get(ctx, sinceStr)
+		if err != nil {
+			return fmt.Errorf("invalid --since parameter (not a date or snapshot ID): %w", err)
+		}
+		if model == nil {
+			return fmt.Errorf("snapshot not found: %s", sinceStr)
+		}
+		baselineSnapshot = model.(*store.SnapshotModel)
+	} else {
+		// Find snapshot by date
+		baselineSnapshot, err = snapshotRepo.FindByUserTypeAndDate(ctx, actor, "followers", sinceDate)
+		if err != nil {
+			return fmt.Errorf("failed to find snapshot: %w", err)
+		}
+		if baselineSnapshot == nil {
+			return fmt.Errorf("no snapshot found for %s on or before %s", actor, sinceStr)
+		}
+	}
+
+	logger.Infof("Using baseline snapshot from %s (%d followers)", baselineSnapshot.CreatedAt().Format("2006-01-02 15:04"), baselineSnapshot.TotalCount)
+
+	// Get baseline follower DIDs
+	baselineDids, err := snapshotRepo.GetActorDids(ctx, baselineSnapshot.ID())
+	if err != nil {
+		return fmt.Errorf("failed to get baseline followers: %w", err)
+	}
+
+	var comparisonDids []string
+	var comparisonLabel string
+
+	if untilStr != "" {
+		// Snapshot-to-snapshot comparison
+		untilDate, err := time.Parse("2006-01-02", untilStr)
+		var comparisonSnapshot *store.SnapshotModel
+		if err != nil {
+			// Not a date, try as snapshot ID
+			model, err := snapshotRepo.Get(ctx, untilStr)
+			if err != nil {
+				return fmt.Errorf("invalid --until parameter (not a date or snapshot ID): %w", err)
+			}
+			if model == nil {
+				return fmt.Errorf("snapshot not found: %s", untilStr)
+			}
+			comparisonSnapshot = model.(*store.SnapshotModel)
+		} else {
+			// Find snapshot by date
+			comparisonSnapshot, err = snapshotRepo.FindByUserTypeAndDate(ctx, actor, "followers", untilDate)
+			if err != nil {
+				return fmt.Errorf("failed to find snapshot: %w", err)
+			}
+			if comparisonSnapshot == nil {
+				return fmt.Errorf("no snapshot found for %s on or before %s", actor, untilStr)
+			}
+		}
+
+		logger.Infof("Comparing with snapshot from %s (%d followers)", comparisonSnapshot.CreatedAt().Format("2006-01-02 15:04"), comparisonSnapshot.TotalCount)
+		comparisonLabel = comparisonSnapshot.CreatedAt().Format("2006-01-02 15:04")
+
+		comparisonDids, err = snapshotRepo.GetActorDids(ctx, comparisonSnapshot.ID())
+		if err != nil {
+			return fmt.Errorf("failed to get comparison followers: %w", err)
+		}
+	} else {
+		// Snapshot-to-live comparison
+		logger.Infof("Fetching current followers for comparison...")
+		comparisonLabel = "now"
+
+		var allFollowers []store.ActorProfile
+		cursor := ""
+		page := 0
+		for {
+			page++
+			response, err := service.GetFollowers(ctx, actor, 100, cursor)
+			if err != nil {
+				return fmt.Errorf("failed to fetch followers: %w", err)
+			}
+
+			allFollowers = append(allFollowers, response.Followers...)
+
+			if response.Cursor != "" {
+				logger.Infof("Fetched page %d (%d followers so far)...", page, len(allFollowers))
+			}
+
+			if response.Cursor == "" {
+				break
+			}
+			cursor = response.Cursor
+		}
+
+		logger.Infof("Fetched %d current followers", len(allFollowers))
 
-	if sinceStr == "" || untilStr == "" {
-		return fmt.Errorf("both --since and --until are required")
+		for _, follower := range allFollowers {
+			comparisonDids = append(comparisonDids, follower.Did)
+		}
+	}
+
+	// Calculate diff
+	baselineSet := make(map[string]bool)
+	for _, did := range baselineDids {
+		baselineSet[did] = true
+	}
+
+	comparisonSet := make(map[string]bool)
+	for _, did := range comparisonDids {
+		comparisonSet[did] = true
+	}
+
+	// New followers: in comparison but not in baseline
+	var newFollowers []string
+	for _, did := range comparisonDids {
+		if !baselineSet[did] {
+			newFollowers = append(newFollowers, did)
+		}
 	}
 
-	// TODO: Implement snapshot storage and comparison
-	// This requires a way to store historical follower lists
-	// Options: SQLite table, JSON files with timestamps, etc.
+	// Unfollows: in baseline but not in comparison
+	var unfollows []string
+	for _, did := range baselineDids {
+		if !comparisonSet[did] {
+			unfollows = append(unfollows, did)
+		}
+	}
 
-	ui.Infoln("Diff functionality requires snapshot storage (not yet implemented)")
-	ui.Infoln("Consider using 'followers export' to create manual snapshots")
+	// Output results
+	switch outputFormat {
+	case "json":
+		return outputDiffJSON(newFollowers, unfollows)
+	case "csv":
+		return outputDiffCSV(newFollowers, unfollows)
+	default:
+		displayDiffTable(baselineSnapshot.CreatedAt().Format("2006-01-02 15:04"), comparisonLabel, len(baselineDids), len(comparisonDids), newFollowers, unfollows)
+	}
+
+	return nil
+}
+
+func displayDiffTable(baselineLabel, comparisonLabel string, baselineCount, comparisonCount int, newFollowers, unfollows []string) {
+	ui.Titleln("Follower Diff: %s → %s", baselineLabel, comparisonLabel)
+	fmt.Println()
+
+	fmt.Printf("Baseline:   %d followers\n", baselineCount)
+	fmt.Printf("Comparison: %d followers\n", comparisonCount)
+	fmt.Printf("Net change: %+d\n", comparisonCount-baselineCount)
+	fmt.Println()
+
+	if len(newFollowers) > 0 {
+		ui.Titleln("New Followers (%d)", len(newFollowers))
+		for _, did := range newFollowers {
+			fmt.Printf("  + %s\n", did)
+		}
+		fmt.Println()
+	}
+
+	if len(unfollows) > 0 {
+		ui.Titleln("Unfollows (%d)", len(unfollows))
+		for _, did := range unfollows {
+			fmt.Printf("  - %s\n", did)
+		}
+		fmt.Println()
+	}
+
+	if len(newFollowers) == 0 && len(unfollows) == 0 {
+		ui.Infoln("No changes detected")
+	}
+}
+
+type diffOutput struct {
+	NewFollowers []string `json:"newFollowers"`
+	Unfollows    []string `json:"unfollows"`
+	Summary      struct {
+		BaselineCount   int `json:"baselineCount"`
+		ComparisonCount int `json:"comparisonCount"`
+		NetChange       int `json:"netChange"`
+		NewCount        int `json:"newCount"`
+		UnfollowCount   int `json:"unfollowCount"`
+	} `json:"summary"`
+}
+
+func outputDiffJSON(newFollowers, unfollows []string) error {
+	output := diffOutput{
+		NewFollowers: newFollowers,
+		Unfollows:    unfollows,
+	}
+	if output.NewFollowers == nil {
+		output.NewFollowers = []string{}
+	}
+	if output.Unfollows == nil {
+		output.Unfollows = []string{}
+	}
+	output.Summary.NewCount = len(newFollowers)
+	output.Summary.UnfollowCount = len(unfollows)
+
+	encoder := json.NewEncoder(os.Stdout)
+	encoder.SetIndent("", "  ")
+	return encoder.Encode(output)
+}
+
+func outputDiffCSV(newFollowers, unfollows []string) error {
+	writer := csv.NewWriter(os.Stdout)
+	defer writer.Flush()
+
+	if err := writer.Write([]string{"type", "did"}); err != nil {
+		return err
+	}
+
+	for _, did := range newFollowers {
+		if err := writer.Write([]string{"new_follower", did}); err != nil {
+			return err
+		}
+	}
+
+	for _, did := range unfollows {
+		if err := writer.Write([]string{"unfollow", did}); err != nil {
+			return err
+		}
+	}
 
 	return nil
 }
@@ -483,6 +719,11 @@ func FollowersExportAction(ctx context.Context, cmd *cli.Command) error {
 		return fmt.Errorf("not authenticated: run 'skycli login' first")
 	}
 
+	cacheRepo, err := reg.GetCacheRepo()
+	if err != nil {
+		return fmt.Errorf("failed to get cache repository: %w", err)
+	}
+
 	actor := cmd.String("user")
 	if actor == "" {
 		actor = service.GetDid()
@@ -491,6 +732,7 @@ func FollowersExportAction(ctx context.Context, cmd *cli.Command) error {
 	quietPosters := cmd.Bool("quiet")
 	quietThreshold := cmd.Float("threshold")
 	outputFormat := cmd.String("output")
+	refresh := cmd.Bool("refresh")
 
 	logger.Debugf("Exporting followers for actor %v with fmt %v", actor, outputFormat)
 
@@ -521,11 +763,11 @@ func FollowersExportAction(ctx context.Context, cmd *cli.Command) error {
 	followerInfos, actors := enrichFollowerProfiles(ctx, service, allFollowers, logger)
 
 	if inactiveDays > 0 {
-		followerInfos = filterInactive(ctx, service, followerInfos, actors, inactiveDays, logger)
+		followerInfos = filterInactive(ctx, service, cacheRepo, followerInfos, actors, inactiveDays, refresh, logger)
 	}
 
 	if quietPosters {
-		followerInfos = filterQuiet(ctx, service, followerInfos, actors, quietThreshold, logger)
+		followerInfos = filterQuiet(ctx, service, cacheRepo, followerInfos, actors, quietThreshold, refresh, logger)
 	}
 
 	switch outputFormat {
@@ -538,6 +780,33 @@ func FollowersExportAction(ctx context.Context, cmd *cli.Command) error {
 	}
 }
 
+// formatTimeSince formats a time duration into a human-readable string.
+//
+// Returns
+//   - "< 1 hour ago" for durations under 1 hour
+//   - "X hours ago" for under 24 hours
+//   - "X days ago" for longer durations.
+func formatTimeSince(since time.Time) string {
+	if since.IsZero() {
+		return "never"
+	}
+
+	duration := time.Since(since)
+	hours := duration.Hours()
+
+	if hours < 1 {
+		return "< 1 hour ago"
+	} else if hours < 24 {
+		return fmt.Sprintf("%d hours ago", int(hours))
+	} else {
+		days := int(hours / 24)
+		if days == 1 {
+			return "1 day ago"
+		}
+		return fmt.Sprintf("%d days ago", days)
+	}
+}
+
 func displayFollowersTable(followers []followerInfo, showInactive bool) {
 	if len(followers) == 0 {
 		ui.Infoln("No followers found")
@@ -576,19 +845,11 @@ func displayFollowersTable(followers []followerInfo, showInactive bool) {
 
 		if showInactive && info.IsQuiet {
 			row = append(row, fmt.Sprintf("%.2f", info.PostsPerDay))
-			lastPostInfo := "never"
-			if info.DaysSincePost >= 0 {
-				lastPostInfo = fmt.Sprintf("%d days ago", info.DaysSincePost)
-			}
-			row = append(row, lastPostInfo)
+			row = append(row, formatTimeSince(info.LastPostDate))
 		} else if info.IsQuiet {
 			row = append(row, fmt.Sprintf("%.2f", info.PostsPerDay))
 		} else if showInactive {
-			lastPostInfo := "never"
-			if info.DaysSincePost >= 0 {
-				lastPostInfo = fmt.Sprintf("%d days ago", info.DaysSincePost)
-			}
-			row = append(row, lastPostInfo)
+			row = append(row, formatTimeSince(info.LastPostDate))
 		}
 
 		row = append(row, profileURL)
@@ -762,6 +1023,10 @@ func FollowersCommand() *cli.Command {
 						Usage:   "Output format: table, json, csv",
 						Value:   "table",
 					},
+					&cli.BoolFlag{
+						Name:  "refresh",
+						Usage: "Force refresh cached data (bypasses 24-hour cache)",
+					},
 				},
 				Action: ListFollowersAction,
 			},
@@ -795,18 +1060,28 @@ func FollowersCommand() *cli.Command {
 			{
 				Name:      "diff",
 				Usage:     "Compare follower lists between two dates",
-				UsageText: "Compare follower lists to identify new followers and unfollows. Requires snapshot storage (not yet implemented).",
+				UsageText: "Compare follower lists to identify new followers and unfollows. Without --until, compares snapshot to current live data.",
 				ArgsUsage: " ",
 				Flags: []cli.Flag{
+					&cli.StringFlag{
+						Name:    "user",
+						Aliases: []string{"u"},
+						Usage:   "User handle or DID (defaults to authenticated user)",
+					},
 					&cli.StringFlag{
 						Name:     "since",
-						Usage:    "Start date (YYYY-MM-DD)",
+						Usage:    "Start date (YYYY-MM-DD) or snapshot ID",
 						Required: true,
 					},
 					&cli.StringFlag{
-						Name:     "until",
-						Usage:    "End date (YYYY-MM-DD)",
-						Required: true,
+						Name:  "until",
+						Usage: "End date (YYYY-MM-DD) or snapshot ID (omit to compare with live data)",
+					},
+					&cli.StringFlag{
+						Name:    "output",
+						Aliases: []string{"o"},
+						Usage:   "Output format: table, json, csv",
+						Value:   "table",
 					},
 				},
 				Action: FollowersDiffAction,
@@ -843,6 +1118,10 @@ func FollowersCommand() *cli.Command {
 						Value:    "csv",
 						Required: true,
 					},
+					&cli.BoolFlag{
+						Name:  "refresh",
+						Usage: "Force refresh cached data (bypasses 24-hour cache)",
+					},
 				},
 				Action: FollowersExportAction,
 			},
@@ -891,6 +1170,10 @@ func FollowingCommand() *cli.Command {
 						Usage:   "Output format: table, json, csv",
 						Value:   "table",
 					},
+					&cli.BoolFlag{
+						Name:  "refresh",
+						Usage: "Force refresh cached data (bypasses 24-hour cache)",
+					},
 				},
 				Action: ListFollowingAction,
 			},
diff --git a/cli/internal/registry/registry.go b/cli/internal/registry/registry.go
index 4247e65..9fc5de0 100644
--- a/cli/internal/registry/registry.go
+++ b/cli/internal/registry/registry.go
@@ -15,13 +15,15 @@ var (
 
 // Registry manages singleton instances of repositories and services
 type Registry struct {
-	service     *store.BlueskyService
-	sessionRepo *store.SessionRepository
-	feedRepo    *store.FeedRepository
-	postRepo    *store.PostRepository
-	profileRepo *store.ProfileRepository
-	initialized bool
-	mu          sync.RWMutex
+	service      *store.BlueskyService
+	sessionRepo  *store.SessionRepository
+	feedRepo     *store.FeedRepository
+	postRepo     *store.PostRepository
+	profileRepo  *store.ProfileRepository
+	snapshotRepo *store.SnapshotRepository
+	cacheRepo    *store.CacheRepository
+	initialized  bool
+	mu           sync.RWMutex
 }
 
 // Get returns the singleton registry instance
@@ -80,6 +82,24 @@ func (r *Registry) Init(ctx context.Context) error {
 	}
 	r.profileRepo = profileRepo
 
+	snapshotRepo, err := store.NewSnapshotRepository()
+	if err != nil {
+		return &RegistryError{Op: "InitSnapshotRepo", Err: err}
+	}
+	if err := snapshotRepo.Init(ctx); err != nil {
+		return &RegistryError{Op: "InitSnapshotRepo", Err: err}
+	}
+	r.snapshotRepo = snapshotRepo
+
+	cacheRepo, err := store.NewCacheRepository()
+	if err != nil {
+		return &RegistryError{Op: "InitCacheRepo", Err: err}
+	}
+	if err := cacheRepo.Init(ctx); err != nil {
+		return &RegistryError{Op: "InitCacheRepo", Err: err}
+	}
+	r.cacheRepo = cacheRepo
+
 	r.service = store.NewBlueskyService("")
 
 	if sessionRepo.HasValidSession(ctx) {
@@ -138,6 +158,18 @@ func (r *Registry) Close() error {
 		}
 	}
 
+	if r.snapshotRepo != nil {
+		if err := r.snapshotRepo.Close(); err != nil {
+			errs = append(errs, err)
+		}
+	}
+
+	if r.cacheRepo != nil {
+		if err := r.cacheRepo.Close(); err != nil {
+			errs = append(errs, err)
+		}
+	}
+
 	r.initialized = false
 
 	if len(errs) > 0 {
@@ -227,6 +259,38 @@ func (r *Registry) GetProfileRepo() (*store.ProfileRepository, error) {
 	return r.profileRepo, nil
 }
 
+// GetSnapshotRepo returns the SnapshotRepository singleton
+func (r *Registry) GetSnapshotRepo() (*store.SnapshotRepository, error) {
+	r.mu.RLock()
+	defer r.mu.RUnlock()
+
+	if !r.initialized {
+		return nil, &RegistryError{Op: "GetSnapshotRepo", Err: errors.New("registry not initialized")}
+	}
+
+	if r.snapshotRepo == nil {
+		return nil, &RegistryError{Op: "GetSnapshotRepo", Err: errors.New("snapshot repository not available")}
+	}
+
+	return r.snapshotRepo, nil
+}
+
+// GetCacheRepo returns the CacheRepository singleton
+func (r *Registry) GetCacheRepo() (*store.CacheRepository, error) {
+	r.mu.RLock()
+	defer r.mu.RUnlock()
+
+	if !r.initialized {
+		return nil, &RegistryError{Op: "GetCacheRepo", Err: errors.New("registry not initialized")}
+	}
+
+	if r.cacheRepo == nil {
+		return nil, &RegistryError{Op: "GetCacheRepo", Err: errors.New("cache repository not available")}
+	}
+
+	return r.cacheRepo, nil
+}
+
 // IsInitialized returns whether the registry has been initialized
 func (r *Registry) IsInitialized() bool {
 	r.mu.RLock()
diff --git a/cli/internal/store/bluesky.go b/cli/internal/store/bluesky.go
index f93aa56..ce4da12 100644
--- a/cli/internal/store/bluesky.go
+++ b/cli/internal/store/bluesky.go
@@ -8,10 +8,13 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"maps"
 	"net/http"
 	"strings"
 	"sync"
 	"time"
+
+	"github.com/charmbracelet/log"
 )
 
 const (
@@ -367,7 +370,6 @@ func (s *BlueskyService) GetProfile(ctx context.Context, actor string) (*ActorPr
 }
 
 // SearchActors searches for actors (users) matching the query string.
-// Returns actor profiles with pagination support.
 func (s *BlueskyService) SearchActors(ctx context.Context, query string, limit int, cursor string) (*SearchActorsResponse, error) {
 	urlPath := fmt.Sprintf("/xrpc/app.bsky.actor.searchActors?q=%s&limit=%d", strings.ReplaceAll(query, " ", "+"), limit)
 	if cursor != "" {
@@ -465,7 +467,6 @@ func (s *BlueskyService) SetTokens(accessToken, refreshToken string) {
 }
 
 // GetLastPostDate fetches the most recent post date for an actor.
-// Returns zero time if the actor has no posts or if an error occurs.
 func (s *BlueskyService) GetLastPostDate(ctx context.Context, actor string) (time.Time, error) {
 	feed, err := s.GetAuthorFeed(ctx, actor, 1, "")
 	if err != nil {
@@ -485,9 +486,8 @@ func (s *BlueskyService) GetLastPostDate(ctx context.Context, actor string) (tim
 	return lastPost, nil
 }
 
-// BatchGetLastPostDates fetches last post dates for multiple actors concurrently.
+// BatchGetLastPostDates fetches last post dates for multiple actors concurrently, as a map of actor DID/handle to their last post date..
 // Uses a semaphore to limit concurrent requests to maxConcurrent.
-// Returns a map of actor DID/handle to their last post date.
 func (s *BlueskyService) BatchGetLastPostDates(ctx context.Context, actors []string, maxConcurrent int) map[string]time.Time {
 	results := make(map[string]time.Time)
 	resultsMu := &sync.Mutex{}
@@ -517,9 +517,8 @@ func (s *BlueskyService) BatchGetLastPostDates(ctx context.Context, actors []str
 	return results
 }
 
-// BatchGetProfiles fetches full profiles for multiple actors concurrently.
-// Uses a semaphore to limit concurrent requests to maxConcurrent.
-// Returns a map of actor DID/handle to their full ActorProfile.
+// BatchGetProfiles fetches full profiles for multiple actors concurrently, as a map of actor DID/handle to their full ActorProfile.
+// Uses a semaphore to limit concurrent requests to maxConcurrent..
 func (s *BlueskyService) BatchGetProfiles(ctx context.Context, actors []string, maxConcurrent int) map[string]*ActorProfile {
 	results := make(map[string]*ActorProfile)
 	resultsMu := &sync.Mutex{}
@@ -556,10 +555,10 @@ type PostRate struct {
 	SampleSize   int
 }
 
-// BatchGetPostRates calculates posting rates for multiple actors concurrently.
+// BatchGetPostRates calculates posting rates for multiple actors concurrently, as a map of actor DID/handle to their [PostRate] metrics.
+//
 // Samples recent posts from each actor and calculates posts per day over the lookback period.
 // Uses a semaphore to limit concurrent requests to maxConcurrent.
-// Returns a map of actor DID/handle to their PostRate metrics.
 func (s *BlueskyService) BatchGetPostRates(ctx context.Context, actors []string, sampleSize int, lookbackDays int, maxConcurrent int, progressFn func(current, total int)) map[string]*PostRate {
 	results := make(map[string]*PostRate)
 	resultsMu := &sync.Mutex{}
@@ -601,13 +600,11 @@ func (s *BlueskyService) BatchGetPostRates(ctx context.Context, actors []string,
 				return
 			}
 
-			// Get the last post date
 			lastPost, err := time.Parse(time.RFC3339, feed.Feed[0].Post.IndexedAt)
 			if err != nil {
 				return
 			}
 
-			// Filter posts within lookback window
 			cutoffTime := time.Now().AddDate(0, 0, -lookbackDays)
 			recentPosts := 0
 			for _, post := range feed.Feed {
@@ -744,3 +741,119 @@ func parseJWTExpiry(token string) (time.Time, error) {
 
 	return time.Unix(claims.Exp, 0), nil
 }
+
+// BatchGetPostRatesCached calculates posting rates for multiple actors with caching support.
+//
+// Checks cache first, falls back to API for cache misses, and saves results to cache.
+// If refresh is true, bypasses cache and refetches all data from API.
+//
+// TODO: Implement per-item TTL for more efficient cache invalidation.
+// FIXME: this function signature is ridiculous
+func (s *BlueskyService) BatchGetPostRatesCached(ctx context.Context, cacheRepo *CacheRepository, actors []string, sampleSize int, lookbackDays int, maxConcurrent int, refresh bool, progressFn func(current, total int)) map[string]*PostRate {
+	results := make(map[string]*PostRate)
+
+	// If not refreshing, try to load from cache
+	var actorsToFetch []string
+	if !refresh {
+		cached, err := cacheRepo.GetPostRates(ctx, actors)
+		if err == nil {
+			for _, actor := range actors {
+				if cache, ok := cached[actor]; ok && cache.IsFresh() {
+					results[actor] = &PostRate{
+						PostsPerDay:  cache.PostsPerDay,
+						LastPostDate: cache.LastPostDate,
+						SampleSize:   cache.SampleSize,
+					}
+				} else {
+					actorsToFetch = append(actorsToFetch, actor)
+				}
+			}
+		} else {
+			actorsToFetch = actors
+		}
+	} else {
+		actorsToFetch = actors
+	}
+
+	if len(actorsToFetch) > 0 {
+		apiResults := s.BatchGetPostRates(ctx, actorsToFetch, sampleSize, lookbackDays, maxConcurrent, progressFn)
+		maps.Copy(results, apiResults)
+
+		var cacheModels []*PostRateCacheModel
+		for actor, postRate := range apiResults {
+			cacheModels = append(cacheModels, &PostRateCacheModel{
+				ActorDid:     actor,
+				PostsPerDay:  postRate.PostsPerDay,
+				LastPostDate: postRate.LastPostDate,
+				SampleSize:   postRate.SampleSize,
+			})
+		}
+
+		if len(cacheModels) > 0 {
+			if err := cacheRepo.SavePostRates(ctx, cacheModels); err != nil {
+				// Log error but don't fail - cache save is non-critical
+			}
+		}
+	}
+
+	return results
+}
+
+// BatchGetLastPostDatesCached fetches last post dates for multiple actors with caching support.
+//
+// Checks cache first, falls back to API for cache misses, and saves results to cache.
+// If refresh is true, bypasses cache and refetches all data from API.
+//
+// TODO: Implement per-item TTL for more efficient cache invalidation.
+// FIXME: this function signature is ridiculous
+func (s *BlueskyService) BatchGetLastPostDatesCached(ctx context.Context, cacheRepo *CacheRepository, actors []string, maxConcurrent int, refresh bool) map[string]time.Time {
+	results := make(map[string]time.Time)
+
+	var actorsToFetch []string
+	if !refresh {
+		cached, err := cacheRepo.GetActivities(ctx, actors)
+		if err == nil {
+			for _, actor := range actors {
+				if cache, ok := cached[actor]; ok && cache.IsFresh() {
+					if cache.HasPosted() {
+						results[actor] = cache.LastPostDate
+					}
+				} else {
+					actorsToFetch = append(actorsToFetch, actor)
+				}
+			}
+		} else {
+			actorsToFetch = actors
+		}
+	} else {
+		actorsToFetch = actors
+	}
+
+	if len(actorsToFetch) > 0 {
+		apiResults := s.BatchGetLastPostDates(ctx, actorsToFetch, maxConcurrent)
+		maps.Copy(results, apiResults)
+
+		var cacheModels []*ActivityCacheModel
+		for _, actor := range actorsToFetch {
+			lastPostDate, hasPosted := apiResults[actor]
+			cacheModels = append(cacheModels, &ActivityCacheModel{
+				ActorDid:     actor,
+				LastPostDate: lastPostDate,
+				FetchedAt:    time.Now(),
+				ExpiresAt:    time.Now().Add(24 * time.Hour),
+			})
+
+			if !hasPosted {
+				results[actor] = time.Time{}
+			}
+		}
+
+		if len(cacheModels) > 0 {
+			if err := cacheRepo.SaveActivities(ctx, cacheModels); err != nil {
+				log.Warnf("save failed with error %v", err.Error())
+			}
+		}
+	}
+
+	return results
+}
diff --git a/cli/internal/store/cache_model.go b/cli/internal/store/cache_model.go
new file mode 100644
index 0000000..3c1c820
--- /dev/null
+++ b/cli/internal/store/cache_model.go
@@ -0,0 +1,41 @@
+package store
+
+import "time"
+
+// PostRateCacheModel represents a cached post rate computation for an actor.
+// Stores expensive post rate calculations with TTL support (24 hours default).
+type PostRateCacheModel struct {
+	ActorDid     string
+	PostsPerDay  float64
+	LastPostDate time.Time
+	SampleSize   int
+	FetchedAt    time.Time
+	ExpiresAt    time.Time
+}
+
+// IsFresh returns true if the cached post rate has not expired.
+// Post rates expire after 24 hours by default.
+func (m *PostRateCacheModel) IsFresh() bool {
+	return time.Now().Before(m.ExpiresAt)
+}
+
+// ActivityCacheModel represents cached activity data (last post date) for an actor.
+// Stores last post date lookups with TTL support (24 hours default).
+type ActivityCacheModel struct {
+	ActorDid     string
+	LastPostDate time.Time // May be zero if actor has never posted
+	FetchedAt    time.Time
+	ExpiresAt    time.Time
+}
+
+// IsFresh returns true if the cached activity data has not expired.
+// Activity data expires after 24 hours by default.
+func (m *ActivityCacheModel) IsFresh() bool {
+	return time.Now().Before(m.ExpiresAt)
+}
+
+// HasPosted returns true if the actor has posted at least once.
+// A zero LastPostDate indicates the actor has never posted.
+func (m *ActivityCacheModel) HasPosted() bool {
+	return !m.LastPostDate.IsZero()
+}
diff --git a/cli/internal/store/cache_repo.go b/cli/internal/store/cache_repo.go
new file mode 100644
index 0000000..ff47064
--- /dev/null
+++ b/cli/internal/store/cache_repo.go
@@ -0,0 +1,475 @@
+package store
+
+import (
+	"context"
+	"database/sql"
+	"errors"
+	"time"
+
+	_ "github.com/mattn/go-sqlite3"
+	"github.com/stormlightlabs/skypanel/cli/internal/config"
+)
+
+// CacheRepository manages post rate and activity caches using SQLite.
+//
+// Provides methods for storing and retrieving expensive computation results stored as [PostRateCacheModel] or [ActivityCacheModel].
+type CacheRepository struct {
+	db *sql.DB
+}
+
+// NewCacheRepository creates a new cache repository with SQLite backend
+func NewCacheRepository() (*CacheRepository, error) {
+	dbPath, err := config.GetCacheDB()
+	if err != nil {
+		return nil, err
+	}
+
+	db, err := sql.Open("sqlite3", dbPath)
+	if err != nil {
+		return nil, err
+	}
+
+	return &CacheRepository{db: db}, nil
+}
+
+// Init ensures database schema is initialized via migrations
+func (r *CacheRepository) Init(ctx context.Context) error {
+	if err := config.EnsureConfigDir(); err != nil {
+		return err
+	}
+	return RunMigrations(r.db)
+}
+
+// Close releases database connection
+func (r *CacheRepository) Close() error {
+	return r.db.Close()
+}
+
+// GetPostRate retrieves cached post rate for an actor
+func (r *CacheRepository) GetPostRate(ctx context.Context, actorDid string) (*PostRateCacheModel, error) {
+	query := `
+		SELECT actor_did, posts_per_day, last_post_date, sample_size, fetched_at, expires_at
+		FROM cached_post_rates
+		WHERE actor_did = ? AND expires_at > ?
+	`
+
+	var cache PostRateCacheModel
+	var lastPostDate sql.NullTime
+
+	err := r.db.QueryRowContext(ctx, query, actorDid, time.Now()).Scan(
+		&cache.ActorDid,
+		&cache.PostsPerDay,
+		&lastPostDate,
+		&cache.SampleSize,
+		&cache.FetchedAt,
+		&cache.ExpiresAt,
+	)
+
+	if lastPostDate.Valid {
+		cache.LastPostDate = lastPostDate.Time
+	}
+
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) {
+			return nil, nil
+		}
+		return nil, &RepositoryError{Op: "GetPostRate", Err: err}
+	}
+
+	return &cache, nil
+}
+
+// GetPostRates retrieves cached post rates for multiple actors in a single query,
+// as a map of actorDid -> PostRateCacheModel for found entries.
+func (r *CacheRepository) GetPostRates(ctx context.Context, actorDids []string) (map[string]*PostRateCacheModel, error) {
+	if len(actorDids) == 0 {
+		return make(map[string]*PostRateCacheModel), nil
+	}
+
+	query := `
+		SELECT actor_did, posts_per_day, last_post_date, sample_size, fetched_at, expires_at
+		FROM cached_post_rates
+		WHERE actor_did IN (` + buildPlaceholders(len(actorDids)) + `) AND expires_at > ?
+	`
+
+	args := make([]interface{}, len(actorDids)+1)
+	for i, did := range actorDids {
+		args[i] = did
+	}
+	args[len(actorDids)] = time.Now()
+
+	rows, err := r.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, &RepositoryError{Op: "GetPostRates", Err: err}
+	}
+	defer rows.Close()
+
+	result := make(map[string]*PostRateCacheModel)
+	for rows.Next() {
+		var cache PostRateCacheModel
+		var lastPostDate sql.NullTime
+
+		err := rows.Scan(
+			&cache.ActorDid,
+			&cache.PostsPerDay,
+			&lastPostDate,
+			&cache.SampleSize,
+			&cache.FetchedAt,
+			&cache.ExpiresAt,
+		)
+		if err != nil {
+			return nil, &RepositoryError{Op: "GetPostRates", Err: err}
+		}
+
+		if lastPostDate.Valid {
+			cache.LastPostDate = lastPostDate.Time
+		}
+
+		result[cache.ActorDid] = &cache
+	}
+
+	return result, rows.Err()
+}
+
+// SavePostRate saves or updates a post rate cache entry
+func (r *CacheRepository) SavePostRate(ctx context.Context, cache *PostRateCacheModel) error {
+	if cache.FetchedAt.IsZero() {
+		cache.FetchedAt = time.Now()
+	}
+	if cache.ExpiresAt.IsZero() {
+		cache.ExpiresAt = time.Now().Add(24 * time.Hour)
+	}
+
+	query := `
+		INSERT INTO cached_post_rates (actor_did, posts_per_day, last_post_date, sample_size, fetched_at, expires_at)
+		VALUES (?, ?, ?, ?, ?, ?)
+		ON CONFLICT(actor_did) DO UPDATE SET
+			posts_per_day = excluded.posts_per_day,
+			last_post_date = excluded.last_post_date,
+			sample_size = excluded.sample_size,
+			fetched_at = excluded.fetched_at,
+			expires_at = excluded.expires_at
+	`
+
+	var lastPostDate interface{}
+	if !cache.LastPostDate.IsZero() {
+		lastPostDate = cache.LastPostDate
+	}
+
+	_, err := r.db.ExecContext(ctx, query,
+		cache.ActorDid,
+		cache.PostsPerDay,
+		lastPostDate,
+		cache.SampleSize,
+		cache.FetchedAt,
+		cache.ExpiresAt,
+	)
+
+	if err != nil {
+		return &RepositoryError{Op: "SavePostRate", Err: err}
+	}
+
+	return nil
+}
+
+// SavePostRates saves multiple post rate cache entries in a transaction
+func (r *CacheRepository) SavePostRates(ctx context.Context, caches []*PostRateCacheModel) error {
+	if len(caches) == 0 {
+		return nil
+	}
+
+	tx, err := r.db.BeginTx(ctx, nil)
+	if err != nil {
+		return &RepositoryError{Op: "SavePostRates", Err: err}
+	}
+	defer tx.Rollback()
+
+	stmt, err := tx.PrepareContext(ctx, `
+		INSERT INTO cached_post_rates (actor_did, posts_per_day, last_post_date, sample_size, fetched_at, expires_at)
+		VALUES (?, ?, ?, ?, ?, ?)
+		ON CONFLICT(actor_did) DO UPDATE SET
+			posts_per_day = excluded.posts_per_day,
+			last_post_date = excluded.last_post_date,
+			sample_size = excluded.sample_size,
+			fetched_at = excluded.fetched_at,
+			expires_at = excluded.expires_at
+	`)
+	if err != nil {
+		return &RepositoryError{Op: "SavePostRates", Err: err}
+	}
+	defer stmt.Close()
+
+	for _, cache := range caches {
+		if cache.FetchedAt.IsZero() {
+			cache.FetchedAt = time.Now()
+		}
+		if cache.ExpiresAt.IsZero() {
+			cache.ExpiresAt = time.Now().Add(24 * time.Hour)
+		}
+
+		var lastPostDate interface{}
+		if !cache.LastPostDate.IsZero() {
+			lastPostDate = cache.LastPostDate
+		}
+
+		_, err := stmt.ExecContext(ctx,
+			cache.ActorDid,
+			cache.PostsPerDay,
+			lastPostDate,
+			cache.SampleSize,
+			cache.FetchedAt,
+			cache.ExpiresAt,
+		)
+		if err != nil {
+			return &RepositoryError{Op: "SavePostRates", Err: err}
+		}
+	}
+
+	if err := tx.Commit(); err != nil {
+		return &RepositoryError{Op: "SavePostRates", Err: err}
+	}
+
+	return nil
+}
+
+// DeletePostRate removes a post rate cache entry
+func (r *CacheRepository) DeletePostRate(ctx context.Context, actorDid string) error {
+	query := "DELETE FROM cached_post_rates WHERE actor_did = ?"
+	_, err := r.db.ExecContext(ctx, query, actorDid)
+	if err != nil {
+		return &RepositoryError{Op: "DeletePostRate", Err: err}
+	}
+	return nil
+}
+
+// GetActivity retrieves cached activity data for an actor
+func (r *CacheRepository) GetActivity(ctx context.Context, actorDid string) (*ActivityCacheModel, error) {
+	query := `
+		SELECT actor_did, last_post_date, fetched_at, expires_at
+		FROM cached_activity
+		WHERE actor_did = ? AND expires_at > ?
+	`
+
+	var cache ActivityCacheModel
+	var lastPostDate sql.NullTime
+
+	err := r.db.QueryRowContext(ctx, query, actorDid, time.Now()).Scan(
+		&cache.ActorDid,
+		&lastPostDate,
+		&cache.FetchedAt,
+		&cache.ExpiresAt,
+	)
+
+	if lastPostDate.Valid {
+		cache.LastPostDate = lastPostDate.Time
+	}
+
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) {
+			return nil, nil
+		}
+		return nil, &RepositoryError{Op: "GetActivity", Err: err}
+	}
+
+	return &cache, nil
+}
+
+// GetActivities retrieves cached activity data for multiple actors in a single query,
+// as a map of actorDid -> ActivityCacheModel for found entries.
+func (r *CacheRepository) GetActivities(ctx context.Context, actorDids []string) (map[string]*ActivityCacheModel, error) {
+	if len(actorDids) == 0 {
+		return make(map[string]*ActivityCacheModel), nil
+	}
+
+	query := `
+		SELECT actor_did, last_post_date, fetched_at, expires_at
+		FROM cached_activity
+		WHERE actor_did IN (` + buildPlaceholders(len(actorDids)) + `) AND expires_at > ?
+	`
+
+	args := make([]interface{}, len(actorDids)+1)
+	for i, did := range actorDids {
+		args[i] = did
+	}
+	args[len(actorDids)] = time.Now()
+
+	rows, err := r.db.QueryContext(ctx, query, args...)
+	if err != nil {
+		return nil, &RepositoryError{Op: "GetActivities", Err: err}
+	}
+	defer rows.Close()
+
+	result := make(map[string]*ActivityCacheModel)
+	for rows.Next() {
+		var cache ActivityCacheModel
+		var lastPostDate sql.NullTime
+
+		err := rows.Scan(
+			&cache.ActorDid,
+			&lastPostDate,
+			&cache.FetchedAt,
+			&cache.ExpiresAt,
+		)
+		if err != nil {
+			return nil, &RepositoryError{Op: "GetActivities", Err: err}
+		}
+
+		if lastPostDate.Valid {
+			cache.LastPostDate = lastPostDate.Time
+		}
+
+		result[cache.ActorDid] = &cache
+	}
+
+	return result, rows.Err()
+}
+
+// SaveActivity saves or updates an activity cache entry
+func (r *CacheRepository) SaveActivity(ctx context.Context, cache *ActivityCacheModel) error {
+	if cache.FetchedAt.IsZero() {
+		cache.FetchedAt = time.Now()
+	}
+	if cache.ExpiresAt.IsZero() {
+		cache.ExpiresAt = time.Now().Add(24 * time.Hour)
+	}
+
+	query := `
+		INSERT INTO cached_activity (actor_did, last_post_date, fetched_at, expires_at)
+		VALUES (?, ?, ?, ?)
+		ON CONFLICT(actor_did) DO UPDATE SET
+			last_post_date = excluded.last_post_date,
+			fetched_at = excluded.fetched_at,
+			expires_at = excluded.expires_at
+	`
+
+	var lastPostDate interface{}
+	if !cache.LastPostDate.IsZero() {
+		lastPostDate = cache.LastPostDate
+	}
+
+	_, err := r.db.ExecContext(ctx, query,
+		cache.ActorDid,
+		lastPostDate,
+		cache.FetchedAt,
+		cache.ExpiresAt,
+	)
+
+	if err != nil {
+		return &RepositoryError{Op: "SaveActivity", Err: err}
+	}
+
+	return nil
+}
+
+// SaveActivities saves multiple activity cache entries in a transaction
+func (r *CacheRepository) SaveActivities(ctx context.Context, caches []*ActivityCacheModel) error {
+	if len(caches) == 0 {
+		return nil
+	}
+
+	tx, err := r.db.BeginTx(ctx, nil)
+	if err != nil {
+		return &RepositoryError{Op: "SaveActivities", Err: err}
+	}
+	defer tx.Rollback()
+
+	stmt, err := tx.PrepareContext(ctx, `
+		INSERT INTO cached_activity (actor_did, last_post_date, fetched_at, expires_at)
+		VALUES (?, ?, ?, ?)
+		ON CONFLICT(actor_did) DO UPDATE SET
+			last_post_date = excluded.last_post_date,
+			fetched_at = excluded.fetched_at,
+			expires_at = excluded.expires_at
+	`)
+	if err != nil {
+		return &RepositoryError{Op: "SaveActivities", Err: err}
+	}
+	defer stmt.Close()
+
+	for _, cache := range caches {
+		if cache.FetchedAt.IsZero() {
+			cache.FetchedAt = time.Now()
+		}
+		if cache.ExpiresAt.IsZero() {
+			cache.ExpiresAt = time.Now().Add(24 * time.Hour)
+		}
+
+		var lastPostDate interface{}
+		if !cache.LastPostDate.IsZero() {
+			lastPostDate = cache.LastPostDate
+		}
+
+		_, err := stmt.ExecContext(ctx,
+			cache.ActorDid,
+			lastPostDate,
+			cache.FetchedAt,
+			cache.ExpiresAt,
+		)
+		if err != nil {
+			return &RepositoryError{Op: "SaveActivities", Err: err}
+		}
+	}
+
+	if err := tx.Commit(); err != nil {
+		return &RepositoryError{Op: "SaveActivities", Err: err}
+	}
+
+	return nil
+}
+
+// DeleteActivity removes an activity cache entry
+func (r *CacheRepository) DeleteActivity(ctx context.Context, actorDid string) error {
+	query := "DELETE FROM cached_activity WHERE actor_did = ?"
+	_, err := r.db.ExecContext(ctx, query, actorDid)
+	if err != nil {
+		return &RepositoryError{Op: "DeleteActivity", Err: err}
+	}
+	return nil
+}
+
+// DeleteExpiredPostRates removes all expired post rate cache entries
+func (r *CacheRepository) DeleteExpiredPostRates(ctx context.Context) (int64, error) {
+	query := "DELETE FROM cached_post_rates WHERE expires_at < ?"
+	result, err := r.db.ExecContext(ctx, query, time.Now())
+	if err != nil {
+		return 0, &RepositoryError{Op: "DeleteExpiredPostRates", Err: err}
+	}
+
+	rows, err := result.RowsAffected()
+	if err != nil {
+		return 0, &RepositoryError{Op: "DeleteExpiredPostRates", Err: err}
+	}
+
+	return rows, nil
+}
+
+// DeleteExpiredActivities removes all expired activity cache entries
+func (r *CacheRepository) DeleteExpiredActivities(ctx context.Context) (int64, error) {
+	query := "DELETE FROM cached_activity WHERE expires_at < ?"
+	result, err := r.db.ExecContext(ctx, query, time.Now())
+	if err != nil {
+		return 0, &RepositoryError{Op: "DeleteExpiredActivities", Err: err}
+	}
+
+	rows, err := result.RowsAffected()
+	if err != nil {
+		return 0, &RepositoryError{Op: "DeleteExpiredActivities", Err: err}
+	}
+
+	return rows, nil
+}
+
+// buildPlaceholders generates SQL placeholder string for IN queries.
+//
+// Example: buildPlaceholders(3) returns "?,?,?"
+func buildPlaceholders(count int) string {
+	if count == 0 {
+		return ""
+	}
+
+	placeholders := "?"
+	for i := 1; i < count; i++ {
+		placeholders += ",?"
+	}
+	return placeholders
+}
diff --git a/cli/internal/store/cache_repo_test.go b/cli/internal/store/cache_repo_test.go
new file mode 100644
index 0000000..1f4f2f0
--- /dev/null
+++ b/cli/internal/store/cache_repo_test.go
@@ -0,0 +1,516 @@
+package store
+
+import (
+	"context"
+	"testing"
+	"time"
+
+	"github.com/stormlightlabs/skypanel/cli/internal/utils"
+)
+
+func TestCacheRepository_Init(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+
+	err := repo.Init(context.Background())
+	if err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	var count int
+	err = db.QueryRow("SELECT COUNT(*) FROM cached_post_rates").Scan(&count)
+	if err != nil {
+		t.Errorf("cached_post_rates table not created: %v", err)
+	}
+
+	err = db.QueryRow("SELECT COUNT(*) FROM cached_activity").Scan(&count)
+	if err != nil {
+		t.Errorf("cached_activity table not created: %v", err)
+	}
+}
+
+func TestCacheRepository_SaveAndGetPostRate(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &PostRateCacheModel{
+		ActorDid:     "did:plc:test123",
+		PostsPerDay:  2.5,
+		LastPostDate: time.Now().Add(-2 * time.Hour),
+		SampleSize:   30,
+	}
+
+	err := repo.SavePostRate(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	if cache.FetchedAt.IsZero() {
+		t.Error("expected FetchedAt to be set after Save")
+	}
+	if cache.ExpiresAt.IsZero() {
+		t.Error("expected ExpiresAt to be set after Save")
+	}
+
+	retrieved, err := repo.GetPostRate(context.Background(), "did:plc:test123")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+
+	if retrieved == nil {
+		t.Fatal("expected cache entry, got nil")
+	}
+
+	if retrieved.ActorDid != "did:plc:test123" {
+		t.Errorf("expected ActorDid 'did:plc:test123', got %s", retrieved.ActorDid)
+	}
+	if retrieved.PostsPerDay != 2.5 {
+		t.Errorf("expected PostsPerDay 2.5, got %f", retrieved.PostsPerDay)
+	}
+	if retrieved.SampleSize != 30 {
+		t.Errorf("expected SampleSize 30, got %d", retrieved.SampleSize)
+	}
+}
+
+func TestCacheRepository_GetPostRate_NotFound(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	retrieved, err := repo.GetPostRate(context.Background(), "did:plc:nonexistent")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+
+	if retrieved != nil {
+		t.Error("expected nil for nonexistent cache entry")
+	}
+}
+
+func TestCacheRepository_GetPostRate_Expired(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &PostRateCacheModel{
+		ActorDid:    "did:plc:expired",
+		PostsPerDay: 1.0,
+		SampleSize:  10,
+		FetchedAt:   time.Now().Add(-25 * time.Hour),
+		ExpiresAt:   time.Now().Add(-1 * time.Hour),
+	}
+
+	err := repo.SavePostRate(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	retrieved, err := repo.GetPostRate(context.Background(), "did:plc:expired")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+
+	if retrieved != nil {
+		t.Error("expected nil for expired cache entry")
+	}
+}
+
+func TestCacheRepository_SavePostRates_Batch(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	caches := []*PostRateCacheModel{
+		{
+			ActorDid:     "did:plc:user1",
+			PostsPerDay:  1.5,
+			LastPostDate: time.Now().Add(-1 * time.Hour),
+			SampleSize:   20,
+		},
+		{
+			ActorDid:     "did:plc:user2",
+			PostsPerDay:  3.0,
+			LastPostDate: time.Now().Add(-2 * time.Hour),
+			SampleSize:   30,
+		},
+		{
+			ActorDid:    "did:plc:user3",
+			PostsPerDay: 0.0,
+			SampleSize:  0,
+		},
+	}
+
+	err := repo.SavePostRates(context.Background(), caches)
+	if err != nil {
+		t.Fatalf("SavePostRates failed: %v", err)
+	}
+
+	retrieved, err := repo.GetPostRates(context.Background(), []string{"did:plc:user1", "did:plc:user2", "did:plc:user3"})
+	if err != nil {
+		t.Fatalf("GetPostRates failed: %v", err)
+	}
+
+	if len(retrieved) != 3 {
+		t.Errorf("expected 3 cache entries, got %d", len(retrieved))
+	}
+
+	if cache, ok := retrieved["did:plc:user1"]; ok {
+		if cache.PostsPerDay != 1.5 {
+			t.Errorf("expected PostsPerDay 1.5 for user1, got %f", cache.PostsPerDay)
+		}
+	} else {
+		t.Error("expected cache entry for user1")
+	}
+
+	if cache, ok := retrieved["did:plc:user3"]; ok {
+		if cache.LastPostDate.IsZero() == false {
+			t.Error("expected zero LastPostDate for user3 (never posted)")
+		}
+	}
+}
+
+func TestCacheRepository_GetPostRates_PartialMatch(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &PostRateCacheModel{
+		ActorDid:    "did:plc:cached",
+		PostsPerDay: 2.0,
+		SampleSize:  25,
+	}
+
+	err := repo.SavePostRate(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	retrieved, err := repo.GetPostRates(context.Background(), []string{"did:plc:cached", "did:plc:notcached"})
+	if err != nil {
+		t.Fatalf("GetPostRates failed: %v", err)
+	}
+
+	if len(retrieved) != 1 {
+		t.Errorf("expected 1 cache entry, got %d", len(retrieved))
+	}
+
+	if _, ok := retrieved["did:plc:cached"]; !ok {
+		t.Error("expected cache entry for 'did:plc:cached'")
+	}
+
+	if _, ok := retrieved["did:plc:notcached"]; ok {
+		t.Error("did not expect cache entry for 'did:plc:notcached'")
+	}
+}
+
+func TestCacheRepository_SaveAndGetActivity(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &ActivityCacheModel{
+		ActorDid:     "did:plc:active",
+		LastPostDate: time.Now().Add(-3 * time.Hour),
+	}
+
+	err := repo.SaveActivity(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SaveActivity failed: %v", err)
+	}
+
+	if cache.FetchedAt.IsZero() {
+		t.Error("expected FetchedAt to be set after Save")
+	}
+	if cache.ExpiresAt.IsZero() {
+		t.Error("expected ExpiresAt to be set after Save")
+	}
+
+	retrieved, err := repo.GetActivity(context.Background(), "did:plc:active")
+	if err != nil {
+		t.Fatalf("GetActivity failed: %v", err)
+	}
+
+	if retrieved == nil {
+		t.Fatal("expected cache entry, got nil")
+	}
+
+	if retrieved.ActorDid != "did:plc:active" {
+		t.Errorf("expected ActorDid 'did:plc:active', got %s", retrieved.ActorDid)
+	}
+	if retrieved.LastPostDate.IsZero() {
+		t.Error("expected non-zero LastPostDate")
+	}
+	if !retrieved.HasPosted() {
+		t.Error("expected HasPosted to be true")
+	}
+}
+
+func TestCacheRepository_SaveActivity_NeverPosted(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &ActivityCacheModel{
+		ActorDid:     "did:plc:neverposted",
+		LastPostDate: time.Time{},
+	}
+
+	err := repo.SaveActivity(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SaveActivity failed: %v", err)
+	}
+
+	retrieved, err := repo.GetActivity(context.Background(), "did:plc:neverposted")
+	if err != nil {
+		t.Fatalf("GetActivity failed: %v", err)
+	}
+
+	if retrieved == nil {
+		t.Fatal("expected cache entry, got nil")
+	}
+
+	if !retrieved.LastPostDate.IsZero() {
+		t.Error("expected zero LastPostDate for actor who never posted")
+	}
+	if retrieved.HasPosted() {
+		t.Error("expected HasPosted to be false")
+	}
+}
+
+func TestCacheRepository_SaveActivities_Batch(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	caches := []*ActivityCacheModel{
+		{
+			ActorDid:     "did:plc:actor1",
+			LastPostDate: time.Now().Add(-1 * time.Hour),
+		},
+		{
+			ActorDid:     "did:plc:actor2",
+			LastPostDate: time.Now().Add(-5 * time.Hour),
+		},
+		{
+			ActorDid:     "did:plc:actor3",
+			LastPostDate: time.Time{},
+		},
+	}
+
+	err := repo.SaveActivities(context.Background(), caches)
+	if err != nil {
+		t.Fatalf("SaveActivities failed: %v", err)
+	}
+
+	retrieved, err := repo.GetActivities(context.Background(), []string{"did:plc:actor1", "did:plc:actor2", "did:plc:actor3"})
+	if err != nil {
+		t.Fatalf("GetActivities failed: %v", err)
+	}
+
+	if len(retrieved) != 3 {
+		t.Errorf("expected 3 cache entries, got %d", len(retrieved))
+	}
+
+	if cache, ok := retrieved["did:plc:actor1"]; ok {
+		if cache.LastPostDate.IsZero() {
+			t.Error("expected non-zero LastPostDate for actor1")
+		}
+	} else {
+		t.Error("expected cache entry for actor1")
+	}
+
+	if cache, ok := retrieved["did:plc:actor3"]; ok {
+		if !cache.LastPostDate.IsZero() {
+			t.Error("expected zero LastPostDate for actor3")
+		}
+	}
+}
+
+func TestCacheRepository_Upsert_PostRate(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &PostRateCacheModel{
+		ActorDid:    "did:plc:upserttest",
+		PostsPerDay: 1.0,
+		SampleSize:  10,
+	}
+
+	err := repo.SavePostRate(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	updatedCache := &PostRateCacheModel{
+		ActorDid:    "did:plc:upserttest",
+		PostsPerDay: 3.0,
+		SampleSize:  30,
+	}
+
+	err = repo.SavePostRate(context.Background(), updatedCache)
+	if err != nil {
+		t.Fatalf("Update SavePostRate failed: %v", err)
+	}
+
+	retrieved, err := repo.GetPostRate(context.Background(), "did:plc:upserttest")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+
+	if retrieved.PostsPerDay != 3.0 {
+		t.Errorf("expected PostsPerDay 3.0 after upsert, got %f", retrieved.PostsPerDay)
+	}
+	if retrieved.SampleSize != 30 {
+		t.Errorf("expected SampleSize 30 after upsert, got %d", retrieved.SampleSize)
+	}
+}
+
+func TestCacheRepository_DeletePostRate(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	cache := &PostRateCacheModel{
+		ActorDid:    "did:plc:todelete",
+		PostsPerDay: 2.0,
+		SampleSize:  20,
+	}
+
+	err := repo.SavePostRate(context.Background(), cache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	err = repo.DeletePostRate(context.Background(), "did:plc:todelete")
+	if err != nil {
+		t.Fatalf("DeletePostRate failed: %v", err)
+	}
+
+	retrieved, err := repo.GetPostRate(context.Background(), "did:plc:todelete")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+	if retrieved != nil {
+		t.Error("expected nil after DeletePostRate")
+	}
+}
+
+func TestCacheRepository_DeleteExpiredPostRates(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	freshCache := &PostRateCacheModel{
+		ActorDid:    "did:plc:fresh",
+		PostsPerDay: 2.0,
+		SampleSize:  20,
+		FetchedAt:   time.Now(),
+		ExpiresAt:   time.Now().Add(24 * time.Hour),
+	}
+
+	expiredCache := &PostRateCacheModel{
+		ActorDid:    "did:plc:expired",
+		PostsPerDay: 1.0,
+		SampleSize:  10,
+		FetchedAt:   time.Now().Add(-25 * time.Hour),
+		ExpiresAt:   time.Now().Add(-1 * time.Hour),
+	}
+
+	err := repo.SavePostRate(context.Background(), freshCache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	err = repo.SavePostRate(context.Background(), expiredCache)
+	if err != nil {
+		t.Fatalf("SavePostRate failed: %v", err)
+	}
+
+	deleted, err := repo.DeleteExpiredPostRates(context.Background())
+	if err != nil {
+		t.Fatalf("DeleteExpiredPostRates failed: %v", err)
+	}
+
+	if deleted != 1 {
+		t.Errorf("expected 1 deleted entry, got %d", deleted)
+	}
+
+	retrieved, err := repo.GetPostRate(context.Background(), "did:plc:fresh")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+	if retrieved == nil {
+		t.Error("expected fresh cache to still exist")
+	}
+
+	retrieved, err = repo.GetPostRate(context.Background(), "did:plc:expired")
+	if err != nil {
+		t.Fatalf("GetPostRate failed: %v", err)
+	}
+	if retrieved != nil {
+		t.Error("expected expired cache to be deleted")
+	}
+}
+
+func TestCacheRepository_Close(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &CacheRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	err := repo.Close()
+	if err != nil {
+		t.Errorf("Close failed: %v", err)
+	}
+}
diff --git a/cli/internal/store/migration_test.go b/cli/internal/store/migration_test.go
index 19575b4..069e2e7 100644
--- a/cli/internal/store/migration_test.go
+++ b/cli/internal/store/migration_test.go
@@ -7,8 +7,6 @@ import (
 	"github.com/stormlightlabs/skypanel/cli/internal/utils"
 )
 
-// TestRunMigrations verifies that migrations are applied correctly to a fresh database.
-// It checks that the schema_migrations table is created and all migrations are executed in order.
 func TestRunMigrations(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -23,8 +21,8 @@ func TestRunMigrations(t *testing.T) {
 		t.Fatalf("schema_migrations table not found: %v", err)
 	}
 
-	if count != 3 {
-		t.Errorf("expected 3 migrations applied, got %d", count)
+	if count != 4 {
+		t.Errorf("expected 4 migrations applied, got %d", count)
 	}
 
 	err = db.QueryRow("SELECT COUNT(*) FROM feeds").Scan(&count)
@@ -43,8 +41,6 @@ func TestRunMigrations(t *testing.T) {
 	}
 }
 
-// TestRunMigrations_Idempotent verifies that running migrations multiple times
-// doesn't re-apply already executed migrations.
 func TestRunMigrations_Idempotent(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -63,12 +59,11 @@ func TestRunMigrations_Idempotent(t *testing.T) {
 		t.Fatalf("failed to query migrations: %v", err)
 	}
 
-	if count != 3 {
-		t.Errorf("expected 3 migrations, got %d", count)
+	if count != 4 {
+		t.Errorf("expected 4 migrations, got %d", count)
 	}
 }
 
-// TestRollback verifies that down migrations correctly revert database changes.
 func TestRollback(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -102,7 +97,6 @@ func TestRollback(t *testing.T) {
 	}
 }
 
-// TestRollback_Complete verifies that rolling back to version 0 removes all migrations.
 func TestRollback_Complete(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -138,7 +132,6 @@ func TestRollback_Complete(t *testing.T) {
 	}
 }
 
-// TestMigrationOrdering verifies that migrations are applied in correct version order.
 func TestMigrationOrdering(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -153,7 +146,7 @@ func TestMigrationOrdering(t *testing.T) {
 	}
 	defer rows.Close()
 
-	expectedVersions := []int{1, 2, 3}
+	expectedVersions := []int{1, 2, 3, 4}
 	var actualVersions []int
 
 	for rows.Next() {
@@ -175,7 +168,6 @@ func TestMigrationOrdering(t *testing.T) {
 	}
 }
 
-// TestGetAppliedMigrations verifies the helper function correctly retrieves applied migrations.
 func TestGetAppliedMigrations(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -205,15 +197,14 @@ func TestGetAppliedMigrations(t *testing.T) {
 	}
 }
 
-// TestLoadMigrations verifies that migration files are correctly loaded from embedded FS.
 func TestLoadMigrations(t *testing.T) {
 	upMigrations, err := loadMigrations("up")
 	if err != nil {
 		t.Fatalf("failed to load up migrations: %v", err)
 	}
 
-	if len(upMigrations) != 3 {
-		t.Errorf("expected 3 up migrations, got %d", len(upMigrations))
+	if len(upMigrations) != 4 {
+		t.Errorf("expected 4 up migrations, got %d", len(upMigrations))
 	}
 
 	for i := 1; i < len(upMigrations); i++ {
@@ -227,12 +218,11 @@ func TestLoadMigrations(t *testing.T) {
 		t.Fatalf("failed to load down migrations: %v", err)
 	}
 
-	if len(downMigrations) != 3 {
-		t.Errorf("expected 3 down migrations, got %d", len(downMigrations))
+	if len(downMigrations) != 4 {
+		t.Errorf("expected 4 down migrations, got %d", len(downMigrations))
 	}
 }
 
-// TestExecuteMigration verifies that SQL is correctly executed.
 func TestExecuteMigration(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -254,7 +244,6 @@ func TestExecuteMigration(t *testing.T) {
 	}
 }
 
-// TestRecordAndRemoveMigration verifies the migration tracking functions.
 func TestRecordAndRemoveMigration(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -289,7 +278,6 @@ func TestRecordAndRemoveMigration(t *testing.T) {
 	}
 }
 
-// TestMigrationWithForeignKey verifies that foreign key constraints work correctly.
 func TestMigrationWithForeignKey(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
@@ -327,7 +315,6 @@ func TestMigrationWithForeignKey(t *testing.T) {
 	}
 }
 
-// TestCreateMigrationsTable verifies the migrations tracking table is created correctly.
 func TestCreateMigrationsTable(t *testing.T) {
 	db, cleanup := utils.NewTestDB(t)
 	defer cleanup()
diff --git a/cli/internal/store/migrations/004_create_cache_tables.down.sql b/cli/internal/store/migrations/004_create_cache_tables.down.sql
new file mode 100644
index 0000000..e375a22
--- /dev/null
+++ b/cli/internal/store/migrations/004_create_cache_tables.down.sql
@@ -0,0 +1,4 @@
+DROP TABLE IF EXISTS cached_activity;
+DROP TABLE IF EXISTS cached_post_rates;
+DROP TABLE IF EXISTS follower_snapshot_entries;
+DROP TABLE IF EXISTS follower_snapshots;
diff --git a/cli/internal/store/migrations/004_create_cache_tables.up.sql b/cli/internal/store/migrations/004_create_cache_tables.up.sql
new file mode 100644
index 0000000..7e32ed8
--- /dev/null
+++ b/cli/internal/store/migrations/004_create_cache_tables.up.sql
@@ -0,0 +1,48 @@
+-- Follower snapshots metadata
+CREATE TABLE IF NOT EXISTS follower_snapshots (
+    id TEXT PRIMARY KEY,
+    created_at DATETIME NOT NULL,
+    user_did TEXT NOT NULL,
+    snapshot_type TEXT NOT NULL,
+    total_count INTEGER NOT NULL,
+    expires_at DATETIME NOT NULL
+);
+
+CREATE INDEX IF NOT EXISTS idx_snapshots_user_type ON follower_snapshots(user_did, snapshot_type);
+CREATE INDEX IF NOT EXISTS idx_snapshots_created ON follower_snapshots(created_at);
+CREATE INDEX IF NOT EXISTS idx_snapshots_expires ON follower_snapshots(expires_at);
+
+-- Snapshot entries (actors in each snapshot)
+CREATE TABLE IF NOT EXISTS follower_snapshot_entries (
+    snapshot_id TEXT NOT NULL,
+    actor_did TEXT NOT NULL,
+    indexed_at TEXT,
+    PRIMARY KEY(snapshot_id, actor_did),
+    FOREIGN KEY(snapshot_id) REFERENCES follower_snapshots(id) ON DELETE CASCADE
+);
+
+CREATE INDEX IF NOT EXISTS idx_snapshot_entries_actor ON follower_snapshot_entries(actor_did);
+
+-- Cached post rate metrics
+CREATE TABLE IF NOT EXISTS cached_post_rates (
+    actor_did TEXT PRIMARY KEY,
+    posts_per_day REAL NOT NULL,
+    last_post_date DATETIME,
+    sample_size INTEGER NOT NULL,
+    fetched_at DATETIME NOT NULL,
+    expires_at DATETIME NOT NULL
+);
+
+CREATE INDEX IF NOT EXISTS idx_post_rates_fetched ON cached_post_rates(fetched_at);
+CREATE INDEX IF NOT EXISTS idx_post_rates_expires ON cached_post_rates(expires_at);
+
+-- Cached activity data (last post dates)
+CREATE TABLE IF NOT EXISTS cached_activity (
+    actor_did TEXT PRIMARY KEY,
+    last_post_date DATETIME,
+    fetched_at DATETIME NOT NULL,
+    expires_at DATETIME NOT NULL
+);
+
+CREATE INDEX IF NOT EXISTS idx_activity_fetched ON cached_activity(fetched_at);
+CREATE INDEX IF NOT EXISTS idx_activity_expires ON cached_activity(expires_at);
diff --git a/cli/internal/store/snapshot_model.go b/cli/internal/store/snapshot_model.go
new file mode 100644
index 0000000..2b3659b
--- /dev/null
+++ b/cli/internal/store/snapshot_model.go
@@ -0,0 +1,34 @@
+package store
+
+import "time"
+
+// SnapshotModel represents a follower or following snapshot with metadata.
+// Stores snapshot metadata with TTL support (24 hours default).
+type SnapshotModel struct {
+	id           string
+	createdAt    time.Time
+	UserDid      string
+	SnapshotType string // "followers" or "following"
+	TotalCount   int
+	ExpiresAt    time.Time
+}
+
+func (m *SnapshotModel) ID() string               { return m.id }
+func (m *SnapshotModel) CreatedAt() time.Time     { return m.createdAt }
+func (m *SnapshotModel) UpdatedAt() time.Time     { return m.createdAt } // Snapshots are immutable
+func (m *SnapshotModel) SetID(id string)          { m.id = id }
+func (m *SnapshotModel) SetCreatedAt(t time.Time) { m.createdAt = t }
+func (m *SnapshotModel) SetUpdatedAt(t time.Time) {} // Snapshots are immutable
+
+// IsFresh returns true if the snapshot has not expired. Snapshots expire after 24 hours by default.
+func (m *SnapshotModel) IsFresh() bool {
+	return time.Now().Before(m.ExpiresAt)
+}
+
+// SnapshotEntry represents an actor in a snapshot with minimal cached data.
+// Linked to [SnapshotModel] via snapshot_id foreign key.
+type SnapshotEntry struct {
+	SnapshotID string
+	ActorDid   string
+	IndexedAt  string // When the follow relationship was indexed by Bluesky
+}
diff --git a/cli/internal/store/snapshot_repo.go b/cli/internal/store/snapshot_repo.go
new file mode 100644
index 0000000..046910d
--- /dev/null
+++ b/cli/internal/store/snapshot_repo.go
@@ -0,0 +1,362 @@
+package store
+
+import (
+	"context"
+	"database/sql"
+	"errors"
+	"time"
+
+	_ "github.com/mattn/go-sqlite3"
+	"github.com/stormlightlabs/skypanel/cli/internal/config"
+)
+
+// SnapshotRepository implements Repository for SnapshotModel using SQLite.
+// Manages follower/following snapshots with entries for diff and historical comparison.
+type SnapshotRepository struct {
+	db *sql.DB
+}
+
+// NewSnapshotRepository creates a new snapshot repository with SQLite backend
+func NewSnapshotRepository() (*SnapshotRepository, error) {
+	dbPath, err := config.GetCacheDB()
+	if err != nil {
+		return nil, err
+	}
+
+	db, err := sql.Open("sqlite3", dbPath)
+	if err != nil {
+		return nil, err
+	}
+
+	return &SnapshotRepository{db: db}, nil
+}
+
+// Init ensures database schema is initialized via migrations
+func (r *SnapshotRepository) Init(ctx context.Context) error {
+	if err := config.EnsureConfigDir(); err != nil {
+		return err
+	}
+	return RunMigrations(r.db)
+}
+
+// Close releases database connection
+func (r *SnapshotRepository) Close() error {
+	return r.db.Close()
+}
+
+// Get retrieves a snapshot by ID
+func (r *SnapshotRepository) Get(ctx context.Context, id string) (Model, error) {
+	query := `
+		SELECT id, created_at, user_did, snapshot_type, total_count, expires_at
+		FROM follower_snapshots
+		WHERE id = ?
+	`
+
+	var snapshot SnapshotModel
+	var snapshotID string
+	var createdAt, expiresAt time.Time
+
+	err := r.db.QueryRowContext(ctx, query, id).Scan(
+		&snapshotID,
+		&createdAt,
+		&snapshot.UserDid,
+		&snapshot.SnapshotType,
+		&snapshot.TotalCount,
+		&expiresAt,
+	)
+
+	snapshot.SetID(snapshotID)
+	snapshot.SetCreatedAt(createdAt)
+	snapshot.ExpiresAt = expiresAt
+
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) {
+			return nil, &RepositoryError{Op: "Get", Err: errors.New("snapshot not found")}
+		}
+		return nil, &RepositoryError{Op: "Get", Err: err}
+	}
+
+	return &snapshot, nil
+}
+
+// List retrieves all snapshots ordered by creation date (newest first)
+func (r *SnapshotRepository) List(ctx context.Context) ([]Model, error) {
+	query := `
+		SELECT id, created_at, user_did, snapshot_type, total_count, expires_at
+		FROM follower_snapshots
+		ORDER BY created_at DESC
+	`
+
+	rows, err := r.db.QueryContext(ctx, query)
+	if err != nil {
+		return nil, &RepositoryError{Op: "List", Err: err}
+	}
+	defer rows.Close()
+
+	var snapshots []Model
+	for rows.Next() {
+		var snapshot SnapshotModel
+		var snapshotID string
+		var createdAt, expiresAt time.Time
+
+		err := rows.Scan(
+			&snapshotID,
+			&createdAt,
+			&snapshot.UserDid,
+			&snapshot.SnapshotType,
+			&snapshot.TotalCount,
+			&expiresAt,
+		)
+		if err != nil {
+			return nil, &RepositoryError{Op: "List", Err: err}
+		}
+
+		snapshot.SetID(snapshotID)
+		snapshot.SetCreatedAt(createdAt)
+		snapshot.ExpiresAt = expiresAt
+		snapshots = append(snapshots, &snapshot)
+	}
+
+	return snapshots, rows.Err()
+}
+
+// Save creates a new snapshot (snapshots are immutable, no updates)
+func (r *SnapshotRepository) Save(ctx context.Context, model Model) error {
+	snapshot, ok := model.(*SnapshotModel)
+	if !ok {
+		return &RepositoryError{Op: "Save", Err: errors.New("invalid model type: expected *SnapshotModel")}
+	}
+
+	if snapshot.ID() == "" {
+		snapshot.SetID(GenerateUUID())
+		snapshot.SetCreatedAt(time.Now())
+	}
+
+	if snapshot.ExpiresAt.IsZero() {
+		snapshot.ExpiresAt = time.Now().Add(24 * time.Hour)
+	}
+
+	query := `
+		INSERT INTO follower_snapshots (id, created_at, user_did, snapshot_type, total_count, expires_at)
+		VALUES (?, ?, ?, ?, ?, ?)
+	`
+
+	_, err := r.db.ExecContext(ctx, query,
+		snapshot.ID(),
+		snapshot.CreatedAt(),
+		snapshot.UserDid,
+		snapshot.SnapshotType,
+		snapshot.TotalCount,
+		snapshot.ExpiresAt,
+	)
+
+	if err != nil {
+		return &RepositoryError{Op: "Save", Err: err}
+	}
+
+	return nil
+}
+
+// Delete removes a snapshot by ID (cascade deletes entries)
+func (r *SnapshotRepository) Delete(ctx context.Context, id string) error {
+	query := "DELETE FROM follower_snapshots WHERE id = ?"
+	result, err := r.db.ExecContext(ctx, query, id)
+	if err != nil {
+		return &RepositoryError{Op: "Delete", Err: err}
+	}
+
+	rows, err := result.RowsAffected()
+	if err != nil {
+		return &RepositoryError{Op: "Delete", Err: err}
+	}
+
+	if rows == 0 {
+		return &RepositoryError{Op: "Delete", Err: errors.New("snapshot not found")}
+	}
+
+	return nil
+}
+
+// FindByUserAndType retrieves the most recent fresh snapshot for a user and type.
+func (r *SnapshotRepository) FindByUserAndType(ctx context.Context, userDid, snapshotType string) (*SnapshotModel, error) {
+	query := `
+		SELECT id, created_at, user_did, snapshot_type, total_count, expires_at
+		FROM follower_snapshots
+		WHERE user_did = ? AND snapshot_type = ? AND expires_at > ?
+		ORDER BY created_at DESC
+		LIMIT 1
+	`
+
+	var snapshot SnapshotModel
+	var snapshotID string
+	var createdAt, expiresAt time.Time
+
+	err := r.db.QueryRowContext(ctx, query, userDid, snapshotType, time.Now()).Scan(
+		&snapshotID,
+		&createdAt,
+		&snapshot.UserDid,
+		&snapshot.SnapshotType,
+		&snapshot.TotalCount,
+		&expiresAt,
+	)
+
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) {
+			return nil, nil
+		}
+		return nil, &RepositoryError{Op: "FindByUserAndType", Err: err}
+	}
+
+	snapshot.SetID(snapshotID)
+	snapshot.SetCreatedAt(createdAt)
+	snapshot.ExpiresAt = expiresAt
+
+	return &snapshot, nil
+}
+
+// FindByUserTypeAndDate retrieves a snapshot for a user, type, and specific date, closest to (but not after) the specified date.
+func (r *SnapshotRepository) FindByUserTypeAndDate(ctx context.Context, userDid, snapshotType string, date time.Time) (*SnapshotModel, error) {
+	query := `
+		SELECT id, created_at, user_did, snapshot_type, total_count, expires_at
+		FROM follower_snapshots
+		WHERE user_did = ? AND snapshot_type = ? AND created_at <= ?
+		ORDER BY created_at DESC
+		LIMIT 1
+	`
+
+	var snapshot SnapshotModel
+	var snapshotID string
+	var createdAt, expiresAt time.Time
+
+	err := r.db.QueryRowContext(ctx, query, userDid, snapshotType, date).Scan(
+		&snapshotID,
+		&createdAt,
+		&snapshot.UserDid,
+		&snapshot.SnapshotType,
+		&snapshot.TotalCount,
+		&expiresAt,
+	)
+
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) {
+			return nil, nil
+		}
+		return nil, &RepositoryError{Op: "FindByUserTypeAndDate", Err: err}
+	}
+
+	snapshot.SetID(snapshotID)
+	snapshot.SetCreatedAt(createdAt)
+	snapshot.ExpiresAt = expiresAt
+	return &snapshot, nil
+}
+
+// SaveEntry saves a single snapshot entry
+func (r *SnapshotRepository) SaveEntry(ctx context.Context, entry *SnapshotEntry) error {
+	query := `
+		INSERT INTO follower_snapshot_entries (snapshot_id, actor_did, indexed_at)
+		VALUES (?, ?, ?)
+	`
+
+	_, err := r.db.ExecContext(ctx, query, entry.SnapshotID, entry.ActorDid, entry.IndexedAt)
+	if err != nil {
+		return &RepositoryError{Op: "SaveEntry", Err: err}
+	}
+	return nil
+}
+
+// SaveEntries saves multiple snapshot entries in a transaction for efficiency
+func (r *SnapshotRepository) SaveEntries(ctx context.Context, entries []*SnapshotEntry) error {
+	tx, err := r.db.BeginTx(ctx, nil)
+	if err != nil {
+		return &RepositoryError{Op: "SaveEntries", Err: err}
+	}
+	defer tx.Rollback()
+
+	stmt, err := tx.PrepareContext(ctx, `
+		INSERT INTO follower_snapshot_entries (snapshot_id, actor_did, indexed_at)
+		VALUES (?, ?, ?)
+	`)
+	if err != nil {
+		return &RepositoryError{Op: "SaveEntries", Err: err}
+	}
+	defer stmt.Close()
+
+	for _, entry := range entries {
+		_, err := stmt.ExecContext(ctx, entry.SnapshotID, entry.ActorDid, entry.IndexedAt)
+		if err != nil {
+			return &RepositoryError{Op: "SaveEntries", Err: err}
+		}
+	}
+
+	if err := tx.Commit(); err != nil {
+		return &RepositoryError{Op: "SaveEntries", Err: err}
+	}
+	return nil
+}
+
+// GetEntries retrieves all entries for a snapshot
+func (r *SnapshotRepository) GetEntries(ctx context.Context, snapshotID string) ([]*SnapshotEntry, error) {
+	query := `
+		SELECT snapshot_id, actor_did, indexed_at
+		FROM follower_snapshot_entries
+		WHERE snapshot_id = ?
+	`
+
+	rows, err := r.db.QueryContext(ctx, query, snapshotID)
+	if err != nil {
+		return nil, &RepositoryError{Op: "GetEntries", Err: err}
+	}
+	defer rows.Close()
+
+	var entries []*SnapshotEntry
+	for rows.Next() {
+		var entry SnapshotEntry
+		err := rows.Scan(&entry.SnapshotID, &entry.ActorDid, &entry.IndexedAt)
+		if err != nil {
+			return nil, &RepositoryError{Op: "GetEntries", Err: err}
+		}
+		entries = append(entries, &entry)
+	}
+	return entries, rows.Err()
+}
+
+// GetActorDids retrieves just the actor DIDs for a snapshot (efficient for diffs)
+func (r *SnapshotRepository) GetActorDids(ctx context.Context, snapshotID string) ([]string, error) {
+	query := `
+		SELECT actor_did
+		FROM follower_snapshot_entries
+		WHERE snapshot_id = ?
+	`
+
+	rows, err := r.db.QueryContext(ctx, query, snapshotID)
+	if err != nil {
+		return nil, &RepositoryError{Op: "GetActorDids", Err: err}
+	}
+	defer rows.Close()
+
+	var dids []string
+	for rows.Next() {
+		var did string
+		err := rows.Scan(&did)
+		if err != nil {
+			return nil, &RepositoryError{Op: "GetActorDids", Err: err}
+		}
+		dids = append(dids, did)
+	}
+	return dids, rows.Err()
+}
+
+// DeleteExpiredSnapshots removes all expired snapshots and their entries
+func (r *SnapshotRepository) DeleteExpiredSnapshots(ctx context.Context) (int64, error) {
+	query := "DELETE FROM follower_snapshots WHERE expires_at < ?"
+	result, err := r.db.ExecContext(ctx, query, time.Now())
+	if err != nil {
+		return 0, &RepositoryError{Op: "DeleteExpiredSnapshots", Err: err}
+	}
+
+	rows, err := result.RowsAffected()
+	if err != nil {
+		return 0, &RepositoryError{Op: "DeleteExpiredSnapshots", Err: err}
+	}
+	return rows, nil
+}
diff --git a/cli/internal/store/snapshot_repo_test.go b/cli/internal/store/snapshot_repo_test.go
new file mode 100644
index 0000000..70d413b
--- /dev/null
+++ b/cli/internal/store/snapshot_repo_test.go
@@ -0,0 +1,581 @@
+package store
+
+import (
+	"context"
+	"testing"
+	"time"
+
+	"github.com/stormlightlabs/skypanel/cli/internal/utils"
+)
+
+func TestSnapshotRepository_Init(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+
+	err := repo.Init(context.Background())
+	if err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	var count int
+	err = db.QueryRow("SELECT COUNT(*) FROM follower_snapshots").Scan(&count)
+	if err != nil {
+		t.Errorf("follower_snapshots table not created: %v", err)
+	}
+
+	err = db.QueryRow("SELECT COUNT(*) FROM follower_snapshot_entries").Scan(&count)
+	if err != nil {
+		t.Errorf("follower_snapshot_entries table not created: %v", err)
+	}
+}
+
+func TestSnapshotRepository_SaveAndGet(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser",
+		SnapshotType: "followers",
+		TotalCount:   150,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save failed: %v", err)
+	}
+
+	if snapshot.ID() == "" {
+		t.Error("expected ID to be set after Save")
+	}
+	if snapshot.CreatedAt().IsZero() {
+		t.Error("expected CreatedAt to be set after Save")
+	}
+	if snapshot.ExpiresAt.IsZero() {
+		t.Error("expected ExpiresAt to be set after Save")
+	}
+
+	retrieved, err := repo.Get(context.Background(), snapshot.ID())
+	if err != nil {
+		t.Fatalf("Get failed: %v", err)
+	}
+
+	retrievedSnapshot, ok := retrieved.(*SnapshotModel)
+	if !ok {
+		t.Fatal("expected *SnapshotModel")
+	}
+
+	if retrievedSnapshot.UserDid != "did:plc:testuser" {
+		t.Errorf("expected UserDid 'did:plc:testuser', got %s", retrievedSnapshot.UserDid)
+	}
+	if retrievedSnapshot.SnapshotType != "followers" {
+		t.Errorf("expected SnapshotType 'followers', got %s", retrievedSnapshot.SnapshotType)
+	}
+	if retrievedSnapshot.TotalCount != 150 {
+		t.Errorf("expected TotalCount 150, got %d", retrievedSnapshot.TotalCount)
+	}
+}
+
+func TestSnapshotRepository_List(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot1 := &SnapshotModel{
+		UserDid:      "did:plc:user1",
+		SnapshotType: "followers",
+		TotalCount:   100,
+	}
+	snapshot2 := &SnapshotModel{
+		UserDid:      "did:plc:user1",
+		SnapshotType: "following",
+		TotalCount:   50,
+	}
+
+	if err := repo.Save(context.Background(), snapshot1); err != nil {
+		t.Fatalf("Save snapshot1 failed: %v", err)
+	}
+	time.Sleep(10 * time.Millisecond)
+	if err := repo.Save(context.Background(), snapshot2); err != nil {
+		t.Fatalf("Save snapshot2 failed: %v", err)
+	}
+
+	snapshots, err := repo.List(context.Background())
+	if err != nil {
+		t.Fatalf("List failed: %v", err)
+	}
+
+	if len(snapshots) != 2 {
+		t.Errorf("expected 2 snapshots, got %d", len(snapshots))
+	}
+
+	if s, ok := snapshots[0].(*SnapshotModel); ok {
+		if s.SnapshotType != "following" {
+			t.Errorf("expected first snapshot to be 'following', got %s", s.SnapshotType)
+		}
+	}
+}
+
+func TestSnapshotRepository_FindByUserAndType(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:alice",
+		SnapshotType: "followers",
+		TotalCount:   200,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save failed: %v", err)
+	}
+
+	retrieved, err := repo.FindByUserAndType(context.Background(), "did:plc:alice", "followers")
+	if err != nil {
+		t.Fatalf("FindByUserAndType failed: %v", err)
+	}
+
+	if retrieved == nil {
+		t.Fatal("expected snapshot, got nil")
+	}
+
+	if retrieved.UserDid != "did:plc:alice" {
+		t.Errorf("expected UserDid 'did:plc:alice', got %s", retrieved.UserDid)
+	}
+	if retrieved.SnapshotType != "followers" {
+		t.Errorf("expected SnapshotType 'followers', got %s", retrieved.SnapshotType)
+	}
+}
+
+func TestSnapshotRepository_FindByUserAndType_NotFound(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	retrieved, err := repo.FindByUserAndType(context.Background(), "did:plc:nonexistent", "followers")
+	if err != nil {
+		t.Fatalf("FindByUserAndType failed: %v", err)
+	}
+
+	if retrieved != nil {
+		t.Error("expected nil for nonexistent snapshot")
+	}
+}
+
+func TestSnapshotRepository_FindByUserAndType_Expired(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:bob",
+		SnapshotType: "followers",
+		TotalCount:   100,
+	}
+	snapshot.SetID(GenerateUUID())
+	snapshot.SetCreatedAt(time.Now().Add(-25 * time.Hour))
+	snapshot.ExpiresAt = time.Now().Add(-1 * time.Hour)
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save failed: %v", err)
+	}
+
+	retrieved, err := repo.FindByUserAndType(context.Background(), "did:plc:bob", "followers")
+	if err != nil {
+		t.Fatalf("FindByUserAndType failed: %v", err)
+	}
+
+	if retrieved != nil {
+		t.Error("expected nil for expired snapshot")
+	}
+}
+
+func TestSnapshotRepository_FindByUserTypeAndDate(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	oldSnapshot := &SnapshotModel{
+		UserDid:      "did:plc:charlie",
+		SnapshotType: "followers",
+		TotalCount:   80,
+	}
+	oldSnapshot.SetID(GenerateUUID())
+	oldSnapshot.SetCreatedAt(time.Now().Add(-48 * time.Hour))
+	oldSnapshot.ExpiresAt = time.Now().Add(24 * time.Hour)
+
+	recentSnapshot := &SnapshotModel{
+		UserDid:      "did:plc:charlie",
+		SnapshotType: "followers",
+		TotalCount:   100,
+	}
+	recentSnapshot.SetID(GenerateUUID())
+	recentSnapshot.SetCreatedAt(time.Now().Add(-12 * time.Hour))
+	recentSnapshot.ExpiresAt = time.Now().Add(24 * time.Hour)
+
+	if err := repo.Save(context.Background(), oldSnapshot); err != nil {
+		t.Fatalf("Save oldSnapshot failed: %v", err)
+	}
+	if err := repo.Save(context.Background(), recentSnapshot); err != nil {
+		t.Fatalf("Save recentSnapshot failed: %v", err)
+	}
+
+	targetDate := time.Now().Add(-24 * time.Hour)
+
+	retrieved, err := repo.FindByUserTypeAndDate(context.Background(), "did:plc:charlie", "followers", targetDate)
+	if err != nil {
+		t.Fatalf("FindByUserTypeAndDate failed: %v", err)
+	}
+
+	if retrieved == nil {
+		t.Fatal("expected snapshot, got nil")
+	}
+
+	if retrieved.TotalCount != 80 {
+		t.Errorf("expected TotalCount 80 (old snapshot), got %d", retrieved.TotalCount)
+	}
+}
+
+func TestSnapshotRepository_SaveAndGetEntry(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser",
+		SnapshotType: "followers",
+		TotalCount:   1,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save snapshot failed: %v", err)
+	}
+
+	entry := &SnapshotEntry{
+		SnapshotID: snapshot.ID(),
+		ActorDid:   "did:plc:follower1",
+		IndexedAt:  "2024-01-15T10:00:00Z",
+	}
+
+	err = repo.SaveEntry(context.Background(), entry)
+	if err != nil {
+		t.Fatalf("SaveEntry failed: %v", err)
+	}
+
+	entries, err := repo.GetEntries(context.Background(), snapshot.ID())
+	if err != nil {
+		t.Fatalf("GetEntries failed: %v", err)
+	}
+
+	if len(entries) != 1 {
+		t.Errorf("expected 1 entry, got %d", len(entries))
+	}
+
+	if entries[0].ActorDid != "did:plc:follower1" {
+		t.Errorf("expected ActorDid 'did:plc:follower1', got %s", entries[0].ActorDid)
+	}
+	if entries[0].IndexedAt != "2024-01-15T10:00:00Z" {
+		t.Errorf("expected IndexedAt '2024-01-15T10:00:00Z', got %s", entries[0].IndexedAt)
+	}
+}
+
+func TestSnapshotRepository_SaveEntries_Batch(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser",
+		SnapshotType: "followers",
+		TotalCount:   3,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save snapshot failed: %v", err)
+	}
+
+	entries := []*SnapshotEntry{
+		{
+			SnapshotID: snapshot.ID(),
+			ActorDid:   "did:plc:follower1",
+			IndexedAt:  "2024-01-15T10:00:00Z",
+		},
+		{
+			SnapshotID: snapshot.ID(),
+			ActorDid:   "did:plc:follower2",
+			IndexedAt:  "2024-01-15T11:00:00Z",
+		},
+		{
+			SnapshotID: snapshot.ID(),
+			ActorDid:   "did:plc:follower3",
+			IndexedAt:  "2024-01-15T12:00:00Z",
+		},
+	}
+
+	err = repo.SaveEntries(context.Background(), entries)
+	if err != nil {
+		t.Fatalf("SaveEntries failed: %v", err)
+	}
+
+	retrieved, err := repo.GetEntries(context.Background(), snapshot.ID())
+	if err != nil {
+		t.Fatalf("GetEntries failed: %v", err)
+	}
+
+	if len(retrieved) != 3 {
+		t.Errorf("expected 3 entries, got %d", len(retrieved))
+	}
+}
+
+func TestSnapshotRepository_GetActorDids(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser",
+		SnapshotType: "followers",
+		TotalCount:   2,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save snapshot failed: %v", err)
+	}
+
+	entries := []*SnapshotEntry{
+		{SnapshotID: snapshot.ID(), ActorDid: "did:plc:actor1", IndexedAt: "2024-01-15T10:00:00Z"},
+		{SnapshotID: snapshot.ID(), ActorDid: "did:plc:actor2", IndexedAt: "2024-01-15T11:00:00Z"},
+	}
+
+	err = repo.SaveEntries(context.Background(), entries)
+	if err != nil {
+		t.Fatalf("SaveEntries failed: %v", err)
+	}
+
+	dids, err := repo.GetActorDids(context.Background(), snapshot.ID())
+	if err != nil {
+		t.Fatalf("GetActorDids failed: %v", err)
+	}
+
+	if len(dids) != 2 {
+		t.Errorf("expected 2 DIDs, got %d", len(dids))
+	}
+
+	didMap := make(map[string]bool)
+	for _, did := range dids {
+		didMap[did] = true
+	}
+
+	if !didMap["did:plc:actor1"] {
+		t.Error("expected 'did:plc:actor1' in results")
+	}
+	if !didMap["did:plc:actor2"] {
+		t.Error("expected 'did:plc:actor2' in results")
+	}
+}
+
+func TestSnapshotRepository_Delete_CascadesEntries(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	if _, err := db.Exec("PRAGMA foreign_keys = ON"); err != nil {
+		t.Fatalf("failed to enable foreign keys: %v", err)
+	}
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser",
+		SnapshotType: "followers",
+		TotalCount:   1,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save snapshot failed: %v", err)
+	}
+
+	entry := &SnapshotEntry{
+		SnapshotID: snapshot.ID(),
+		ActorDid:   "did:plc:follower1",
+		IndexedAt:  "2024-01-15T10:00:00Z",
+	}
+
+	err = repo.SaveEntry(context.Background(), entry)
+	if err != nil {
+		t.Fatalf("SaveEntry failed: %v", err)
+	}
+
+	err = repo.Delete(context.Background(), snapshot.ID())
+	if err != nil {
+		t.Fatalf("Delete failed: %v", err)
+	}
+
+	entries, err := repo.GetEntries(context.Background(), snapshot.ID())
+	if err != nil {
+		t.Fatalf("GetEntries failed: %v", err)
+	}
+
+	if len(entries) != 0 {
+		t.Errorf("expected 0 entries after cascade delete, got %d", len(entries))
+	}
+}
+
+func TestSnapshotRepository_DeleteExpiredSnapshots(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	freshSnapshot := &SnapshotModel{
+		UserDid:      "did:plc:user1",
+		SnapshotType: "followers",
+		TotalCount:   100,
+	}
+	freshSnapshot.SetID(GenerateUUID())
+	freshSnapshot.SetCreatedAt(time.Now())
+	freshSnapshot.ExpiresAt = time.Now().Add(24 * time.Hour)
+
+	expiredSnapshot := &SnapshotModel{
+		UserDid:      "did:plc:user1",
+		SnapshotType: "following",
+		TotalCount:   50,
+	}
+	expiredSnapshot.SetID(GenerateUUID())
+	expiredSnapshot.SetCreatedAt(time.Now().Add(-25 * time.Hour))
+	expiredSnapshot.ExpiresAt = time.Now().Add(-1 * time.Hour)
+
+	if err := repo.Save(context.Background(), freshSnapshot); err != nil {
+		t.Fatalf("Save freshSnapshot failed: %v", err)
+	}
+	if err := repo.Save(context.Background(), expiredSnapshot); err != nil {
+		t.Fatalf("Save expiredSnapshot failed: %v", err)
+	}
+
+	deleted, err := repo.DeleteExpiredSnapshots(context.Background())
+	if err != nil {
+		t.Fatalf("DeleteExpiredSnapshots failed: %v", err)
+	}
+
+	if deleted != 1 {
+		t.Errorf("expected 1 deleted snapshot, got %d", deleted)
+	}
+
+	snapshots, err := repo.List(context.Background())
+	if err != nil {
+		t.Fatalf("List failed: %v", err)
+	}
+
+	if len(snapshots) != 1 {
+		t.Errorf("expected 1 snapshot remaining, got %d", len(snapshots))
+	}
+
+	if s, ok := snapshots[0].(*SnapshotModel); ok {
+		if s.SnapshotType != "followers" {
+			t.Errorf("expected remaining snapshot to be 'followers', got %s", s.SnapshotType)
+		}
+	}
+}
+
+func TestSnapshotRepository_IsFresh(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	snapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser",
+		SnapshotType: "followers",
+		TotalCount:   100,
+	}
+
+	err := repo.Save(context.Background(), snapshot)
+	if err != nil {
+		t.Fatalf("Save failed: %v", err)
+	}
+
+	if !snapshot.IsFresh() {
+		t.Error("newly saved snapshot should be fresh")
+	}
+
+	expiredSnapshot := &SnapshotModel{
+		UserDid:      "did:plc:testuser2",
+		SnapshotType: "followers",
+		TotalCount:   50,
+	}
+	expiredSnapshot.SetID(GenerateUUID())
+	expiredSnapshot.SetCreatedAt(time.Now().Add(-25 * time.Hour))
+	expiredSnapshot.ExpiresAt = time.Now().Add(-1 * time.Hour)
+
+	if expiredSnapshot.IsFresh() {
+		t.Error("expired snapshot should not be fresh")
+	}
+}
+
+func TestSnapshotRepository_Close(t *testing.T) {
+	db, cleanup := utils.NewTestDB(t)
+	defer cleanup()
+
+	repo := &SnapshotRepository{db: db}
+	if err := repo.Init(context.Background()); err != nil {
+		t.Fatalf("Init failed: %v", err)
+	}
+
+	err := repo.Close()
+	if err != nil {
+		t.Errorf("Close failed: %v", err)
+	}
+}