diff --git a/skills/paper-dynasty/SKILL.md b/skills/paper-dynasty/SKILL.md
index 97a0bb9..271dc6c 100644
--- a/skills/paper-dynasty/SKILL.md
+++ b/skills/paper-dynasty/SKILL.md
@@ -86,7 +86,7 @@ Only fall back to the Python API (`api_client.py`) for complex multi-step operat
 | **Pack Distribution** | "Give N packs to everyone" | `$PD pack distribute --num N` |
 | **Scouting Update** | "Update scouting" | `pd-cards scouting all -c 27` |
 | **Card Generation (Retrosheet)** | "Generate cards for 2005" | **Use `retrosheet-card-update` agent** |
-| **Card Generation (Live Series)** | "Update live series cards" | `pd-cards live-series update -c "2025 Season" -g 81` |
+| **Card Generation (Live Series)** | "Update live series cards" | **Use `live-series-card-update` agent** |
 | **Custom Cards** | "Create custom player" | `pd-cards custom preview name` |
 | **S3 Upload** | "Upload cards to S3" | `pd-cards upload s3 -c "2005 Live"` |
 | **Bot Troubleshooting** | "Check bot logs" | `ssh sba-bots "docker logs paper-dynasty_discord-app_1 --tail 100"` |
@@ -242,7 +242,7 @@ $PD gauntlet list/teams/cleanup    # Gauntlet operations
 │   └── cli-reference.md      # Full paperdomo & pd-cards commands
 ├── workflows/
 │   ├── card-generation.md       # Retrosheet reference (pipeline now in retrosheet-card-update agent)
-│   ├── live-series-update.md    # Live series (FanGraphs) workflow + PotM variant
+│   ├── live-series-update.md    # Live series reference (pipeline now in live-series-card-update agent)
 │   ├── card_utilities.py        # Card refresh pipeline (fetch → S3 → update)
 │   ├── custom-card-creation.md  # Archetypes, manual creation, rating rules
 │   └── TROUBLESHOOTING.md       # Card rendering issues
@@ -267,7 +267,7 @@ $PD gauntlet list/teams/cleanup    # Gauntlet operations
 | API endpoints & client usage | `reference/api-reference.md` |
 | Full CLI command reference | `reference/cli-reference.md` |
 | Retrosheet card workflow / PotM | **Use `retrosheet-card-update` agent** (ref: `workflows/card-generation.md`) |
-| Live series workflow / PotM | `workflows/live-series-update.md` |
+| Live series workflow / PotM | **Use `live-series-card-update` agent** (ref: `workflows/live-series-update.md`) |
 | Card rendering issues | `workflows/TROUBLESHOOTING.md` |
 
 ---