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Use when the task involves evaluating a college baseball pitcher or pitching staff — including pitch-mix analysis, sequencing strategy, matchup scouting, platoon splits, and role recommendations (starter vs. reliever vs. closer).
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Read the BSI Conference Power Index correctly. Interpret strength-of-schedule adjusted conference rankings, cross-conference comparisons, and how SOS adjustments change the story. Use when comparing programs across different conferences, explaining why a team's record alone doesn't tell the full story, or when doing postseason bracket projection. Pairs with bsi_get_conference_power_index from the cbb-sabermetrics plugin.
Interpret advanced college baseball metrics (wOBA, wRC+, FIP, ERA-, BABIP, ISO, K%, BB%) correctly in context. Use when explaining a player's or team's advanced stats, when comparing programs, when translating raw numbers into analytical conclusions, or when converting a leaderboard into a scouting takeaway. Pairs with bsi_get_team_sabermetrics, bsi_get_player_stats, and bsi_get_leaderboard from the cbb-sabermetrics plugin.
Texas Longhorns baseball intelligence for scouting reports, game analysis, roster evaluation, SEC positioning, player development, historical comparisons, NIL efficiency, and editorial content. Use when the user wants Texas-specific college baseball analysis that combines program doctrine with live MCP data from the cbb-sabermetrics plugin. For current stats, standings, and performance claims, fetch MCP tools before stating facts.
Use when the task involves ingesting, normalizing, storing, or processing college baseball game data — including box scores, play-by-play events, lineup data, and pitching logs — from NCAA stats, Baseball Reference, BSI's pipeline, or manually entered game sheets.
Use when the task involves constructing or optimizing a college baseball batting order, evaluating lineup balance, building platoon splits for lineup decisions, or generating a lineup card with sabermetric rationale.
Use when the task involves computing, interpreting, or displaying advanced baseball statistics for college teams or players. Covers rate stats, context-neutral metrics, park and era adjustments (where applicable in NCAA), and narrative generation from raw numbers.
| name | pitcher-analytics |
| description | Use when the task involves evaluating a college baseball pitcher or pitching staff — including pitch-mix analysis, sequencing strategy, matchup scouting, platoon splits, and role recommendations (starter vs. reliever vs. closer). |
Use this skill when the task requires a thorough pitching evaluation beyond ERA. The goal is to give coaches, analysts, and content teams a precise and actionable read on how a pitcher is performing, why, and what adjustments to expect or recommend.
Before evaluating any pitcher, establish:
Role and sample matter as much as the metrics themselves. A 12-start weekend arm and a 20-inning reliever require different analytical frames.
When pitch data is available (Trackman, Hawkeye, Yakkertech, or manually scouted):
A healthy starter arsenal typically looks like:
| Pitch Type | Typical Usage Range |
|---|---|
| Primary fastball | 40–60% |
| Secondary fastball or cutter | 0–20% |
| Primary breaking ball | 15–30% |
| Offspeed (change/splitter) | 10–25% |
A pitcher over-relying on one pitch (>70% usage) is either elite with that pitch or limiting himself — determine which from outcome data.
Elite put-away pitch: > 35% whiff rate on the pitch in two-strike counts.
Even without pitch-tracking data, sequencing can be evaluated from game logs and observation:
When sequence data is limited: read the BABIP vs. FIP gap. A large positive gap (ERA >> FIP) suggests batted-ball variance is punishing an otherwise solid sequence plan. A large negative gap (ERA << FIP) may indicate sequencing masking mediocre stuff.
Use these thresholds to recommend starter vs. reliever roles:
| Metric | Starter Profile | Reliever Profile |
|---|---|---|
| IP/start | 5.0+ | N/A |
| Pitches/start | 80+ | < 50 (multi-inning) |
| Arsenal depth | 3+ pitches | 2 pitches acceptable |
| BB/9 tolerance | < 3.5 | < 4.5 |
| Velocity (avg FB) | 89+ mph | 90+ preferred |
| Platoon split | Manageable | Can be hidden |
A two-pitch pitcher with elite stuff but a 4.5 BB/9 is likely a high-leverage late-inning arm, not a Friday starter.
For evaluating a pitching staff as a unit:
Standard splits to report:
| Split | Metric | Threshold to flag |
|---|---|---|
| vs. LHH | wOBA allowed | > .360 is vulnerability |
| vs. RHH | wOBA allowed | > .360 is vulnerability |
| RISP | BA allowed | > .280 is a clutch concern |
| 2-out | OBP allowed | > .380 is a sequencing concern |
When generating a series pitcher preview:
Keep each pitcher card to 6–8 lines. Do not pad with generic commentary.
