feat(bluesky): add Bluesky/AT Protocol as social source

Free, no-auth-required search via public.api.bsky.app.
Always-on like HN and Polymarket (no API key needed).

- New scripts/lib/bluesky.py: search + parse via AT Protocol
- BlueskyItem schema, normalization, scoring, deduplication
- Wired into orchestrator ThreadPoolExecutor with timeout config
- Rendering in compact, full, and JSON output modes
- 14 unit tests covering parsing, dates, relevance, edge cases
- --search=bluesky / --search=bsky for bluesky-only mode

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

scripts/last30days.py

@@ -38,14 +38,14 @@ _child_pids: set = set()
 _child_pids_lock = threading.Lock()
 
 TIMEOUT_PROFILES = {
-    "quick":   {"global": 90,  "future": 30, "reddit_future": 60,  "youtube_future": 60,  "tiktok_future": 90,   "instagram_future": 90,   "hackernews_future": 30,  "polymarket_future": 15,  "http": 15, "enrich_per": 8,  "enrich_total": 30, "enrich_max_items": 10},
-    "default": {"global": 180, "future": 60, "reddit_future": 90,  "youtube_future": 90,  "tiktok_future": 120,  "instagram_future": 120,  "hackernews_future": 60,  "polymarket_future": 30,  "http": 30, "enrich_per": 15, "enrich_total": 45, "enrich_max_items": 15},
-    "deep":    {"global": 300, "future": 90, "reddit_future": 120, "youtube_future": 120, "tiktok_future": 150,  "instagram_future": 150,  "hackernews_future": 90,  "polymarket_future": 45,  "http": 30, "enrich_per": 15, "enrich_total": 60, "enrich_max_items": 25},
+    "quick":   {"global": 90,  "future": 30, "reddit_future": 60,  "youtube_future": 60,  "tiktok_future": 90,   "instagram_future": 90,   "hackernews_future": 30,  "bluesky_future": 30,  "polymarket_future": 15,  "http": 15, "enrich_per": 8,  "enrich_total": 30, "enrich_max_items": 10},
+    "default": {"global": 180, "future": 60, "reddit_future": 90,  "youtube_future": 90,  "tiktok_future": 120,  "instagram_future": 120,  "hackernews_future": 60,  "bluesky_future": 60,  "polymarket_future": 30,  "http": 30, "enrich_per": 15, "enrich_total": 45, "enrich_max_items": 15},
+    "deep":    {"global": 300, "future": 90, "reddit_future": 120, "youtube_future": 120, "tiktok_future": 150,  "instagram_future": 150,  "hackernews_future": 90,  "bluesky_future": 90,  "polymarket_future": 45,  "http": 30, "enrich_per": 15, "enrich_total": 60, "enrich_max_items": 25},
 }
 
 # Valid source names for the --search flag
 VALID_SEARCH_SOURCES = {
-    "reddit", "x", "hn", "youtube", "tiktok", "instagram",
+    "reddit", "x", "hn", "bluesky", "bsky", "youtube", "tiktok", "instagram",
     "polymarket", "web", "xiaohongshu", "xhs",
 }
 
@@ -135,6 +135,7 @@ def _install_global_timeout(timeout_seconds: int):
 
 from lib import (
     bird_x,
+    bluesky,
     dates,
     dedupe,
     hackernews,
@@ -513,6 +514,34 @@ def _search_hackernews(
     return hn_items, hn_error
 
 
+def _search_bluesky(
+    topic: str,
+    from_date: str,
+    to_date: str,
+    depth: str,
+) -> tuple:
+    """Search Bluesky via AT Protocol (runs in thread).
+
+    Returns:
+        Tuple of (bsky_items, bsky_error)
+    """
+    bsky_error = None
+
+    try:
+        response = bluesky.search_bluesky(
+            topic, from_date, to_date, depth=depth,
+        )
+    except Exception as e:
+        return [], f"{type(e).__name__}: {e}"
+
+    bsky_items = bluesky.parse_bluesky_response(response)
+
+    if response.get("error"):
+        bsky_error = response["error"]
+
+    return bsky_items, bsky_error
+
+
 def _search_polymarket(
     topic: str,
     from_date: str,
@@ -823,6 +852,7 @@ def run_research(
     timeouts: dict = None,
     resolved_handle: str = None,
     do_hackernews: bool = True,
+    do_bluesky: bool = True,
     do_polymarket: bool = True,
     no_native_web: bool = False,
 ) -> tuple:
@@ -830,10 +860,10 @@ def run_research(
 
     Returns:
         Tuple of (reddit_items, x_items, youtube_items, tiktok_items, instagram_items,
-                  hackernews_items, polymarket_items, web_items, web_needed,
+                  hackernews_items, bluesky_items, polymarket_items, web_items, web_needed,
                   raw_openai, raw_xai, raw_reddit_enriched,
                   reddit_error, x_error, youtube_error, tiktok_error, instagram_error,
-                  hackernews_error, polymarket_error, web_error)
+                  hackernews_error, bluesky_error, polymarket_error, web_error)
 
     Note: web_needed is True when web search should be performed by the assistant
     (i.e., no native web search API keys are configured). When native web search
@@ -849,6 +879,7 @@ def run_research(
     tiktok_items = []
     instagram_items = []
     hackernews_items = []
+    bluesky_items = []
     polymarket_items = []
     web_items = []
     raw_openai = None
@@ -860,6 +891,7 @@ def run_research(
     tiktok_error = None
     instagram_error = None
     hackernews_error = None
+    bluesky_error = None
     polymarket_error = None
     web_error = None
     xiaohongshu_error = None
@@ -944,7 +976,7 @@ def run_research(
                     progress.show_error(f"Instagram error: {e}")
             if progress:
                 progress.end_instagram(len(instagram_items))
-        return reddit_items, x_items, youtube_items, tiktok_items, instagram_items, hackernews_items, polymarket_items, web_items, web_needed, raw_openai, raw_xai, raw_reddit_enriched, reddit_error, x_error, youtube_error, tiktok_error, instagram_error, hackernews_error, polymarket_error, web_error
+        return reddit_items, x_items, youtube_items, tiktok_items, instagram_items, hackernews_items, bluesky_items, polymarket_items, web_items, web_needed, raw_openai, raw_xai, raw_reddit_enriched, reddit_error, x_error, youtube_error, tiktok_error, instagram_error, hackernews_error, bluesky_error, polymarket_error, web_error
 
     # Determine which searches to run
     do_reddit = sources in ("both", "reddit", "all", "reddit-web")
@@ -960,6 +992,7 @@ def run_research(
     instagram_future = None
     xiaohongshu_future = None
     hackernews_future = None
+    bluesky_future = None
     polymarket_future = None
     web_future = None
     max_workers = (
@@ -969,6 +1002,7 @@ def run_research(
         + (1 if run_instagram else 0)
         + (1 if run_xiaohongshu else 0)
         + (1 if do_hackernews else 0)
+        + (1 if do_bluesky else 0)
         + (1 if do_polymarket else 0)
         + (1 if web_backend else 0)
     )
@@ -1026,6 +1060,11 @@ def run_research(
                 _search_hackernews, topic, from_date, to_date, depth
             )
 
+        if do_bluesky:
+            bluesky_future = executor.submit(
+                _search_bluesky, topic, from_date, to_date, depth
+            )
+
         if do_polymarket:
             if progress:
                 progress.start_polymarket()
@@ -1158,6 +1197,21 @@ def run_research(
             if progress:
                 progress.end_hackernews(len(hackernews_items))
 
+        if bluesky_future:
+            bsky_timeout = timeouts.get("bluesky_future", future_timeout)
+            try:
+                bluesky_items, bluesky_error = bluesky_future.result(timeout=bsky_timeout)
+                if bluesky_error and progress:
+                    progress.show_error(f"Bluesky error: {bluesky_error}")
+            except TimeoutError:
+                bluesky_error = f"Bluesky search timed out after {bsky_timeout}s"
+                if progress:
+                    progress.show_error(bluesky_error)
+            except Exception as e:
+                bluesky_error = f"{type(e).__name__}: {e}"
+                if progress:
+                    progress.show_error(f"Bluesky error: {e}")
+
         if polymarket_future:
             pm_timeout = timeouts.get("polymarket_future", future_timeout)
             try:
@@ -1292,7 +1346,7 @@ def run_research(
         if sup_x:
             x_items.extend(sup_x)
 
-    return reddit_items, x_items, youtube_items, tiktok_items, instagram_items, hackernews_items, polymarket_items, web_items, web_needed, raw_openai, raw_xai, raw_reddit_enriched, reddit_error, x_error, youtube_error, tiktok_error, instagram_error, hackernews_error, polymarket_error, web_error
+    return reddit_items, x_items, youtube_items, tiktok_items, instagram_items, hackernews_items, bluesky_items, polymarket_items, web_items, web_needed, raw_openai, raw_xai, raw_reddit_enriched, reddit_error, x_error, youtube_error, tiktok_error, instagram_error, hackernews_error, bluesky_error, polymarket_error, web_error
 
 
 def main():
@@ -1460,6 +1514,7 @@ def main():
             "xiaohongshu": has_xiaohongshu,
             "xiaohongshu_api_base": env.get_xiaohongshu_api_base(config),
             "hackernews": True,
+            "bluesky": True,
             "polymarket": True,
             "web_search_backend": web_source,
             "parallel_ai": bool(config.get("PARALLEL_API_KEY")),
@@ -1493,6 +1548,7 @@ def main():
         "instagram": has_instagram,
         "xiaohongshu": has_xiaohongshu,
         "hackernews": True,
+        "bluesky": True,
         "polymarket": True,
         "web_search_backend": "deferred to assistant" if args.no_native_web else web_source,
     }
@@ -1574,6 +1630,7 @@ def main():
 
     # Apply --search flag: restrict sources to the specified subset
     search_do_hackernews = True
+    search_do_bluesky = True
     search_do_polymarket = True
     search_run_youtube = has_ytdlp
     search_run_tiktok = has_tiktok
@@ -1584,6 +1641,7 @@ def main():
         has_reddit = "reddit" in search_sources
         has_x = "x" in search_sources
         search_do_hackernews = "hn" in search_sources
+        search_do_bluesky = "bluesky" in search_sources or "bsky" in search_sources
         search_do_polymarket = "polymarket" in search_sources
         search_run_youtube = "youtube" in search_sources and has_ytdlp
         search_run_tiktok = "tiktok" in search_sources and has_tiktok
@@ -1603,7 +1661,7 @@ def main():
             sources = "web"  # hn/polymarket only; no Reddit/X
 
     # Run research
-    reddit_items, x_items, youtube_items, tiktok_items, instagram_items, hackernews_items, polymarket_items, web_items, web_needed, raw_openai, raw_xai, raw_reddit_enriched, reddit_error, x_error, youtube_error, tiktok_error, instagram_error, hackernews_error, polymarket_error, web_error = run_research(
+    reddit_items, x_items, youtube_items, tiktok_items, instagram_items, hackernews_items, bluesky_items, polymarket_items, web_items, web_needed, raw_openai, raw_xai, raw_reddit_enriched, reddit_error, x_error, youtube_error, tiktok_error, instagram_error, hackernews_error, bluesky_error, polymarket_error, web_error = run_research(
         args.topic,
         sources,
         config,
@@ -1621,6 +1679,7 @@ def main():
         timeouts=timeouts,
         resolved_handle=args.x_handle,
         do_hackernews=search_do_hackernews,
+        do_bluesky=search_do_bluesky,
         do_polymarket=search_do_polymarket,
         no_native_web=args.no_native_web,
     )
@@ -1635,6 +1694,7 @@ def main():
     normalized_tiktok = normalize.normalize_tiktok_items(tiktok_items, from_date, to_date) if tiktok_items else []
     normalized_ig = normalize.normalize_instagram_items(instagram_items, from_date, to_date) if instagram_items else []
     normalized_hn = normalize.normalize_hackernews_items(hackernews_items, from_date, to_date) if hackernews_items else []
+    normalized_bsky = normalize.normalize_bluesky_items(bluesky_items, from_date, to_date) if bluesky_items else []
     normalized_pm = normalize.normalize_polymarket_items(polymarket_items, from_date, to_date) if polymarket_items else []
     normalized_web = websearch.normalize_websearch_items(web_items, from_date, to_date) if web_items else []
 
@@ -1651,6 +1711,7 @@ def main():
     # Instagram: hard date filter (instagram.py already pre-filters, but safety net)
     filtered_ig = normalize.filter_by_date_range(normalized_ig, from_date, to_date) if normalized_ig else []
     filtered_hn = normalize.filter_by_date_range(normalized_hn, from_date, to_date) if normalized_hn else []
+    filtered_bsky = normalize.filter_by_date_range(normalized_bsky, from_date, to_date) if normalized_bsky else []
     # Polymarket: skip hard date filter - markets are active/traded, updatedAt is fine
     filtered_pm = normalized_pm
     filtered_web = normalize.filter_by_date_range(normalized_web, from_date, to_date) if normalized_web else []
@@ -1662,6 +1723,7 @@ def main():
     scored_tiktok = score.score_tiktok_items(filtered_tiktok) if filtered_tiktok else []
     scored_ig = score.score_instagram_items(filtered_ig) if filtered_ig else []
     scored_hn = score.score_hackernews_items(filtered_hn) if filtered_hn else []
+    scored_bsky = score.score_bluesky_items(filtered_bsky) if filtered_bsky else []
     scored_pm = score.score_polymarket_items(filtered_pm) if filtered_pm else []
     scored_web = score.score_websearch_items(filtered_web) if filtered_web else []
 
@@ -1672,6 +1734,7 @@ def main():
     sorted_tiktok = score.sort_items(scored_tiktok) if scored_tiktok else []
     sorted_ig = score.sort_items(scored_ig) if scored_ig else []
     sorted_hn = score.sort_items(scored_hn) if scored_hn else []
+    sorted_bsky = score.sort_items(scored_bsky) if scored_bsky else []
     sorted_pm = score.sort_items(scored_pm) if scored_pm else []
     sorted_web = score.sort_items(scored_web) if scored_web else []
 
@@ -1682,6 +1745,7 @@ def main():
     deduped_tiktok = dedupe.dedupe_tiktok(sorted_tiktok) if sorted_tiktok else []
     deduped_ig = dedupe.dedupe_instagram(sorted_ig) if sorted_ig else []
     deduped_hn = dedupe.dedupe_hackernews(sorted_hn) if sorted_hn else []
+    deduped_bsky = dedupe.dedupe_bluesky(sorted_bsky) if sorted_bsky else []
     deduped_pm = dedupe.dedupe_polymarket(sorted_pm) if sorted_pm else []
     deduped_web = websearch.dedupe_websearch(sorted_web) if sorted_web else []
 
@@ -1694,7 +1758,7 @@ def main():
 
     # Cross-source linking: annotate items that discuss the same story
     dedupe.cross_source_link(
-        deduped_reddit, deduped_x, deduped_youtube, deduped_tiktok, deduped_ig, deduped_hn, deduped_pm, deduped_web,
+        deduped_reddit, deduped_x, deduped_youtube, deduped_tiktok, deduped_ig, deduped_hn, deduped_bsky, deduped_pm, deduped_web,
     )
 
     progress.end_processing()
@@ -1714,6 +1778,7 @@ def main():
     report.tiktok = deduped_tiktok
     report.instagram = deduped_ig
     report.hackernews = deduped_hn
+    report.bluesky = deduped_bsky
     report.polymarket = deduped_pm
     report.web = deduped_web
     report.reddit_error = reddit_error
@@ -1722,6 +1787,7 @@ def main():
     report.tiktok_error = tiktok_error
     report.instagram_error = instagram_error
     report.hackernews_error = hackernews_error
+    report.bluesky_error = bluesky_error
     report.polymarket_error = polymarket_error
     report.web_error = web_error
     report.resolved_x_handle = args.x_handle
@@ -1827,6 +1893,16 @@ def main():
                 "engagement_score": item.engagement.score if item.engagement else 0,
                 "relevance_score": item.relevance,
             })
+        for item in deduped_bsky:
+            findings.append({
+                "source": "bluesky",
+                "url": item.url,
+                "title": item.text[:100],
+                "author": item.author_handle,
+                "content": item.text,
+                "engagement_score": item.engagement.likes if item.engagement else 0,
+                "relevance_score": item.relevance,
+            })
         for item in deduped_pm:
             findings.append({
                 "source": "polymarket",

scripts/lib/bluesky.py

@@ -0,0 +1,166 @@
+"""Bluesky search via AT Protocol (free, no auth required).
+
+Uses public.api.bsky.app for post discovery.
+No API key needed - just HTTP calls via stdlib urllib.
+"""
+
+import math
+import re
+import sys
+from datetime import datetime, timezone
+from typing import Any, Dict, List, Optional
+
+from . import http
+
+BSKY_SEARCH_URL = "https://public.api.bsky.app/xrpc/app.bsky.feed.searchPosts"
+
+DEPTH_CONFIG = {
+    "quick": 15,
+    "default": 30,
+    "deep": 60,
+}
+
+
+def _log(msg: str):
+    """Log to stderr (only in TTY mode to avoid cluttering Claude Code output)."""
+    if sys.stderr.isatty():
+        sys.stderr.write(f"[Bluesky] {msg}\n")
+        sys.stderr.flush()
+
+
+def _extract_core_subject(topic: str) -> str:
+    """Extract core subject from verbose query for Bluesky search."""
+    text = topic.lower().strip()
+    prefixes = [
+        'what are the best', 'what is the best', 'what are the latest',
+        'what are people saying about', 'what do people think about',
+        'how do i use', 'how to use', 'how to',
+        'what are', 'what is', 'tips for', 'best practices for',
+    ]
+    for p in prefixes:
+        if text.startswith(p + ' '):
+            text = text[len(p):].strip()
+    noise = {
+        'best', 'top', 'good', 'great', 'awesome',
+        'latest', 'new', 'news', 'update', 'updates',
+        'trending', 'hottest', 'popular', 'viral',
+        'practices', 'features', 'recommendations', 'advice',
+    }
+    words = text.split()
+    filtered = [w for w in words if w not in noise]
+    result = ' '.join(filtered) if filtered else text
+    return result.rstrip('?!.')
+
+
+def _parse_date(item: Dict[str, Any]) -> Optional[str]:
+    """Parse date from Bluesky post to YYYY-MM-DD.
+
+    AT Protocol uses ISO 8601 format in indexedAt and createdAt fields.
+    """
+    for key in ("indexedAt", "createdAt"):
+        val = item.get(key)
+        if val and isinstance(val, str):
+            try:
+                dt = datetime.fromisoformat(val.replace("Z", "+00:00"))
+                return dt.strftime("%Y-%m-%d")
+            except (ValueError, TypeError):
+                pass
+    return None
+
+
+def search_bluesky(
+    topic: str,
+    from_date: str,
+    to_date: str,
+    depth: str = "default",
+) -> Dict[str, Any]:
+    """Search Bluesky via AT Protocol public API.
+
+    Args:
+        topic: Search topic
+        from_date: Start date (YYYY-MM-DD)
+        to_date: End date (YYYY-MM-DD)
+        depth: 'quick', 'default', or 'deep'
+
+    Returns:
+        Dict with 'posts' list from AT Protocol response.
+    """
+    count = DEPTH_CONFIG.get(depth, DEPTH_CONFIG["default"])
+    core_topic = _extract_core_subject(topic)
+
+    _log(f"Searching for '{core_topic}' (depth={depth}, limit={count})")
+
+    from urllib.parse import urlencode
+    params = {
+        "q": core_topic,
+        "limit": str(min(count, 100)),
+        "sort": "top",
+    }
+    url = f"{BSKY_SEARCH_URL}?{urlencode(params)}"
+
+    try:
+        response = http.request("GET", url, timeout=30)
+    except http.HTTPError as e:
+        _log(f"Search failed: {e}")
+        return {"posts": [], "error": str(e)}
+    except Exception as e:
+        _log(f"Search failed: {e}")
+        return {"posts": [], "error": str(e)}
+
+    posts = response.get("posts", [])
+    _log(f"Found {len(posts)} posts")
+    return response
+
+
+def parse_bluesky_response(response: Dict[str, Any]) -> List[Dict[str, Any]]:
+    """Parse AT Protocol response into normalized item dicts.
+
+    Returns:
+        List of item dicts ready for normalization.
+    """
+    posts = response.get("posts", [])
+    items = []
+
+    for i, post in enumerate(posts):
+        record = post.get("record") or {}
+        text = record.get("text") or ""
+
+        author = post.get("author") or {}
+        handle = author.get("handle") or ""
+        display_name = author.get("displayName") or handle
+
+        # Post URI -> URL
+        # URI format: at://did:plc:xxx/app.bsky.feed.post/rkey
+        uri = post.get("uri") or ""
+        rkey = uri.rsplit("/", 1)[-1] if uri else ""
+        url = f"https://bsky.app/profile/{handle}/post/{rkey}" if handle and rkey else ""
+
+        likes = post.get("likeCount") or 0
+        reposts = post.get("repostCount") or 0
+        replies = post.get("replyCount") or 0
+        quotes = post.get("quoteCount") or 0
+
+        date_str = _parse_date(post) or _parse_date(record)
+
+        # Relevance: position-based (AT Protocol sorts by relevance with sort=top)
+        rank_score = max(0.3, 1.0 - (i * 0.02))
+        engagement_boost = min(0.2, math.log1p(likes + reposts) / 40)
+        relevance = min(1.0, rank_score * 0.7 + engagement_boost + 0.1)
+
+        items.append({
+            "handle": handle,
+            "display_name": display_name,
+            "text": text,
+            "url": url,
+            "date": date_str,
+            "engagement": {
+                "likes": likes,
+                "reposts": reposts,
+                "replies": replies,
+                "quotes": quotes,
+            },
+            "relevance": round(relevance, 2),
+            "why_relevant": f"Bluesky: @{handle}: {text[:60]}" if text else f"Bluesky: {handle}",
+        })
+
+    return items

scripts/lib/dedupe.py

@@ -226,6 +226,14 @@ def dedupe_hackernews(
     return dedupe_items(items, threshold)
 
 
+def dedupe_bluesky(
+    items: List[schema.BlueskyItem],
+    threshold: float = 0.7,
+) -> List[schema.BlueskyItem]:
+    """Dedupe Bluesky items."""
+    return dedupe_items(items, threshold)
+
+
 def dedupe_polymarket(
     items: List[schema.PolymarketItem],
     threshold: float = 0.7,

scripts/lib/env.py

@@ -480,6 +480,14 @@ def is_hackernews_available() -> bool:
     return True
 
 
+def is_bluesky_available() -> bool:
+    """Check if Bluesky source is available.
+
+    Always returns True - AT Protocol search is free, no key needed.
+    """
+    return True
+
+
 def is_polymarket_available() -> bool:
     """Check if Polymarket source is available.
 

scripts/lib/normalize.py

@@ -4,7 +4,7 @@ from typing import Any, Dict, List, TypeVar, Union
 
 from . import dates, schema
 
-T = TypeVar("T", schema.RedditItem, schema.XItem, schema.WebSearchItem, schema.YouTubeItem, schema.TikTokItem, schema.InstagramItem, schema.HackerNewsItem, schema.PolymarketItem)
+T = TypeVar("T", schema.RedditItem, schema.XItem, schema.WebSearchItem, schema.YouTubeItem, schema.TikTokItem, schema.InstagramItem, schema.HackerNewsItem, schema.BlueskyItem, schema.PolymarketItem)
 
 
 def filter_by_date_range(
@@ -350,6 +350,50 @@ def normalize_hackernews_items(
     return normalized
 
 
+def normalize_bluesky_items(
+    items: List[Dict[str, Any]],
+    from_date: str,
+    to_date: str,
+) -> List[schema.BlueskyItem]:
+    """Normalize raw Bluesky items to schema.
+
+    Args:
+        items: Raw Bluesky items from AT Protocol API
+        from_date: Start of date range
+        to_date: End of date range
+
+    Returns:
+        List of BlueskyItem objects
+    """
+    normalized = []
+
+    for i, item in enumerate(items):
+        eng_raw = item.get("engagement") or {}
+        engagement = schema.Engagement(
+            likes=eng_raw.get("likes"),
+            reposts=eng_raw.get("reposts"),
+            replies=eng_raw.get("replies"),
+            quotes=eng_raw.get("quotes"),
+        )
+
+        date_str = item.get("date")
+
+        normalized.append(schema.BlueskyItem(
+            id=f"BS{i+1}",
+            text=item.get("text", ""),
+            url=item.get("url", ""),
+            author_handle=item.get("handle", ""),
+            display_name=item.get("display_name", ""),
+            date=date_str,
+            date_confidence="high",
+            engagement=engagement,
+            relevance=item.get("relevance", 0.5),
+            why_relevant=item.get("why_relevant", ""),
+        ))
+
+    return normalized
+
+
 def normalize_polymarket_items(
     items: List[Dict[str, Any]],
     from_date: str,

scripts/lib/render.py

@@ -59,13 +59,14 @@ def _assess_data_freshness(report: schema.Report) -> dict:
     x_recent = sum(1 for x in report.x if x.date and x.date >= report.range_from)
     web_recent = sum(1 for w in report.web if w.date and w.date >= report.range_from)
     hn_recent = sum(1 for h in report.hackernews if h.date and h.date >= report.range_from)
+    bsky_recent = sum(1 for b in report.bluesky if b.date and b.date >= report.range_from)
     pm_recent = sum(1 for p in report.polymarket if p.date and p.date >= report.range_from)
 
     tiktok_recent = sum(1 for t in report.tiktok if t.date and t.date >= report.range_from)
     ig_recent = sum(1 for ig in report.instagram if ig.date and ig.date >= report.range_from)
 
-    total_recent = reddit_recent + x_recent + web_recent + hn_recent + pm_recent + tiktok_recent + ig_recent
-    total_items = len(report.reddit) + len(report.x) + len(report.web) + len(report.hackernews) + len(report.polymarket) + len(report.tiktok) + len(report.instagram)
+    total_recent = reddit_recent + x_recent + web_recent + hn_recent + bsky_recent + pm_recent + tiktok_recent + ig_recent
+    total_items = len(report.reddit) + len(report.x) + len(report.web) + len(report.hackernews) + len(report.bluesky) + len(report.polymarket) + len(report.tiktok) + len(report.instagram)
 
     return {
         "reddit_recent": reddit_recent,
@@ -367,6 +368,42 @@ def render_compact(report: schema.Report, limit: int = 15, missing_keys: str = "
 
             lines.append("")
 
+    # Bluesky items
+    if report.bluesky_error:
+        lines.append("### Bluesky Posts")
+        lines.append("")
+        lines.append(f"**ERROR:** {report.bluesky_error}")
+        lines.append("")
+    elif report.bluesky:
+        lines.append("### Bluesky Posts")
+        lines.append("")
+        for item in report.bluesky[:limit]:
+            eng_str = ""
+            if item.engagement:
+                eng = item.engagement
+                parts = []
+                if eng.likes is not None:
+                    parts.append(f"{eng.likes}lk")
+                if eng.reposts is not None:
+                    parts.append(f"{eng.reposts}rp")
+                if eng.replies is not None:
+                    parts.append(f"{eng.replies}re")
+                if parts:
+                    eng_str = f" [{', '.join(parts)}]"
+
+            date_str = f" ({item.date})" if item.date else ""
+
+            lines.append(f"**{item.id}** (score:{item.score}) @{item.author_handle}{date_str}{eng_str}{_xref_tag(item)}")
+            if item.text:
+                snippet = item.text[:200]
+                if len(item.text) > 200:
+                    snippet += "..."
+                lines.append(f"  {snippet}")
+            if item.url:
+                lines.append(f"  {item.url}")
+            lines.append(f"  *{item.why_relevant}*")
+            lines.append("")
+
     # Polymarket items
     if report.polymarket_error:
         lines.append("### Prediction Markets (Polymarket)")
@@ -531,6 +568,13 @@ def render_source_status(report: schema.Report, source_info: dict = None) -> str
         lines.append(f"  ✅ HN: {len(report.hackernews)} stories")
     # Hide when zero results
 
+    # Bluesky
+    if report.bluesky_error:
+        lines.append(f"  ❌ Bluesky: error - {report.bluesky_error}")
+    elif report.bluesky:
+        lines.append(f"  ✅ Bluesky: {len(report.bluesky)} posts")
+    # Hide when zero results
+
     # Polymarket
     if report.polymarket_error:
         lines.append(f"  ❌ Polymarket: error - {report.polymarket_error}")
@@ -581,6 +625,8 @@ def render_context_snippet(report: schema.Report) -> str:
         all_items.append((item.score, "Instagram", item.text[:50] + "...", item.url))
     for item in report.hackernews[:5]:
         all_items.append((item.score, "HN", item.title[:50] + "...", item.hn_url))
+    for item in report.bluesky[:5]:
+        all_items.append((item.score, "Bluesky", item.text[:50] + "...", item.url))
     for item in report.polymarket[:5]:
         all_items.append((item.score, "Polymarket", item.question[:50] + "...", item.url))
     for item in report.web[:5]:
@@ -754,6 +800,26 @@ def render_full_report(report: schema.Report) -> str:
 
             lines.append("")
 
+    # Bluesky section
+    if report.bluesky:
+        lines.append("## Bluesky Posts")
+        lines.append("")
+        for item in report.bluesky:
+            lines.append(f"### {item.id}: @{item.author_handle}")
+            lines.append("")
+            lines.append(f"- **URL:** {item.url}")
+            lines.append(f"- **Date:** {item.date or 'Unknown'}")
+            lines.append(f"- **Score:** {item.score}/100")
+            lines.append(f"- **Relevance:** {item.why_relevant}")
+
+            if item.engagement:
+                eng = item.engagement
+                lines.append(f"- **Engagement:** {eng.likes or '?'} likes, {eng.reposts or '?'} reposts, {eng.replies or '?'} replies")
+
+            lines.append("")
+            lines.append(f"> {item.text[:300]}")
+            lines.append("")
+
     # Polymarket section
     if report.polymarket:
         lines.append("## Prediction Markets (Polymarket)")

scripts/lib/schema.py

@@ -355,6 +355,43 @@ class HackerNewsItem:
         return d
 
 
+@dataclass
+class BlueskyItem:
+    """Normalized Bluesky post."""
+    id: str              # "BS1", "BS2", ...
+    text: str
+    url: str             # bsky.app permalink
+    author_handle: str   # user.bsky.social
+    display_name: str
+    date: Optional[str] = None
+    date_confidence: str = "high"  # AT Protocol has exact timestamps
+    engagement: Optional[Engagement] = None  # likes, reposts, replies, quotes
+    relevance: float = 0.5
+    why_relevant: str = ""
+    subs: SubScores = field(default_factory=SubScores)
+    score: int = 0
+    cross_refs: List[str] = field(default_factory=list)
+
+    def to_dict(self) -> Dict[str, Any]:
+        d = {
+            'id': self.id,
+            'text': self.text,
+            'url': self.url,
+            'author_handle': self.author_handle,
+            'display_name': self.display_name,
+            'date': self.date,
+            'date_confidence': self.date_confidence,
+            'engagement': self.engagement.to_dict() if self.engagement else None,
+            'relevance': self.relevance,
+            'why_relevant': self.why_relevant,
+            'subs': self.subs.to_dict(),
+            'score': self.score,
+        }
+        if self.cross_refs:
+            d['cross_refs'] = self.cross_refs
+        return d
+
+
 @dataclass
 class PolymarketItem:
     """Normalized Polymarket prediction market item."""
@@ -415,6 +452,7 @@ class Report:
     tiktok: List[TikTokItem] = field(default_factory=list)
     instagram: List[InstagramItem] = field(default_factory=list)
     hackernews: List[HackerNewsItem] = field(default_factory=list)
+    bluesky: List[BlueskyItem] = field(default_factory=list)
     polymarket: List[PolymarketItem] = field(default_factory=list)
     best_practices: List[str] = field(default_factory=list)
     prompt_pack: List[str] = field(default_factory=list)
@@ -427,6 +465,7 @@ class Report:
     tiktok_error: Optional[str] = None
     instagram_error: Optional[str] = None
     hackernews_error: Optional[str] = None
+    bluesky_error: Optional[str] = None
     polymarket_error: Optional[str] = None
     # Handle resolution
     resolved_x_handle: Optional[str] = None
@@ -452,6 +491,7 @@ class Report:
             'tiktok': [t.to_dict() for t in self.tiktok],
             'instagram': [ig.to_dict() for ig in self.instagram],
             'hackernews': [h.to_dict() for h in self.hackernews],
+            'bluesky': [b.to_dict() for b in self.bluesky],
             'polymarket': [p.to_dict() for p in self.polymarket],
             'best_practices': self.best_practices,
             'prompt_pack': self.prompt_pack,
@@ -473,6 +513,8 @@ class Report:
             d['instagram_error'] = self.instagram_error
         if self.hackernews_error:
             d['hackernews_error'] = self.hackernews_error
+        if self.bluesky_error:
+            d['bluesky_error'] = self.bluesky_error
         if self.polymarket_error:
             d['polymarket_error'] = self.polymarket_error
         if self.from_cache:

scripts/lib/score.py

@@ -468,6 +468,66 @@ def score_hackernews_items(items: List[schema.HackerNewsItem]) -> List[schema.Ha
     return items
 
 
+def compute_bluesky_engagement_raw(engagement: Optional[schema.Engagement]) -> Optional[float]:
+    """Compute raw engagement score for Bluesky item.
+
+    Formula: 0.40*log1p(likes) + 0.30*log1p(reposts) + 0.20*log1p(replies) + 0.10*log1p(quotes)
+    Likes are primary signal; reposts indicate reach; replies indicate discussion depth.
+    """
+    if engagement is None:
+        return None
+
+    if engagement.likes is None and engagement.reposts is None:
+        return None
+
+    likes = log1p_safe(engagement.likes)
+    reposts = log1p_safe(engagement.reposts)
+    replies = log1p_safe(engagement.replies)
+    quotes = log1p_safe(engagement.quotes)
+
+    return 0.40 * likes + 0.30 * reposts + 0.20 * replies + 0.10 * quotes
+
+
+def score_bluesky_items(items: List[schema.BlueskyItem]) -> List[schema.BlueskyItem]:
+    """Compute scores for Bluesky items.
+
+    Uses same weight structure as Reddit/X (relevance + recency + engagement).
+    """
+    if not items:
+        return items
+
+    eng_raw = [compute_bluesky_engagement_raw(item.engagement) for item in items]
+    eng_normalized = normalize_to_100(eng_raw)
+
+    for i, item in enumerate(items):
+        rel_score = int(item.relevance * 100)
+        rec_score = dates.recency_score(item.date)
+
+        if eng_normalized[i] is not None:
+            eng_score = int(eng_normalized[i])
+        else:
+            eng_score = DEFAULT_ENGAGEMENT
+
+        item.subs = schema.SubScores(
+            relevance=rel_score,
+            recency=rec_score,
+            engagement=eng_score,
+        )
+
+        overall = (
+            WEIGHT_RELEVANCE * rel_score +
+            WEIGHT_RECENCY * rec_score +
+            WEIGHT_ENGAGEMENT * eng_score
+        )
+
+        if eng_raw[i] is None:
+            overall -= UNKNOWN_ENGAGEMENT_PENALTY
+
+        item.score = max(0, min(100, int(overall)))
+
+    return items
+
+
 def compute_polymarket_engagement_raw(engagement: Optional[schema.Engagement]) -> Optional[float]:
     """Compute raw engagement score for Polymarket item.