skills/lyndonkl/claude/mlb-closer-tracker

mlb-closer-tracker

Installation
SKILL.md

MLB Closer Tracker

Table of Contents

Example

Scenario: User asks "who should I stash — any good handcuff closers on waivers?" in mid-April. Three teams of interest have unsettled ninth innings.

Inputs gathered (web search — RotoBaller primary, Closer Monkey secondary, Athlon Closer Confidential):

Team Current 9th Next in line Third option Situation
CLE Emmanuel Clase Cade Smith Hunter Gaddis Clase firmly locked — elite K/9 and walk rate
TEX Chris Martin Robert Garcia Hoby Milner Committee language from manager; Martin 39 years old
DET Jason Foley Tommy Kahnle Beau Brieske Foley has two blown saves in a week; velo down 1.2 mph

Signal emission (per RP):

Pitcher save_role_certainty Owned in league? Rec action
Emmanuel Clase 95 Yes (by user) HOLD
Cade Smith 35 No ADD on spec, BID $2
Chris Martin 55 Yes (opponent) IGNORE
Robert Garcia 45 No ADD, BID $6 — true committee, high handcuff value
Jason Foley 40 Yes (opponent) IGNORE (hold only if we owned him)
Tommy Kahnle 50 No ADD, BID $8 — velo trend + recent Foley blowups = highest speculation value

Output signal file (signals/2026-04-17-closer.md):

---
type: closer
date: 2026-04-17
emitted_by: mlb-closer-tracker
confidence: 0.78
source_urls:
  - https://www.rotoballer.com/mlb-saves-closers-depth-charts/226767
  - https://closermonkey.com
  - https://www.athlonsports.com/fantasy/closer-confidential
---

Punt-SV caveat surfaced: "If all three speculation adds fail, remember SV is our most punt-worthy cat. A plan exists in mlb-category-strategist output to concede SV and redirect innings to K/QS — do not chase saves past $10 FAAB on any single handcuff."

Handoff: mlb-waiver-analyst reads the signal and sizes FAAB bids on Kahnle, Garcia, and Smith. mlb-category-strategist reads the same signal to decide whether to push or punt SV this week.

Workflow

Copy this checklist and track progress:

Closer Tracker Progress:
- [ ] Step 1: Pull RotoBaller closer depth chart (all 30 teams)
- [ ] Step 2: Cross-reference Closer Monkey and Athlon Closer Confidential
- [ ] Step 3: Score save_role_certainty for the top 3 RPs per team
- [ ] Step 4: Flag committee / DFA-risk situations
- [ ] Step 5: Identify speculation-worthy handcuffs (rostered vs available)
- [ ] Step 6: Emit signal file and hand to waiver-analyst and category-strategist

Step 1: Pull the RotoBaller closer depth chart

Web-search site:rotoballer.com closer depth chart 2026 or hit the URL directly. This is the primary source for all 30 teams. Record each team's top 3 relievers with the role tag RotoBaller assigns (Closer / Next Man Up / Committee / Setup).

See resources/methodology.md for the source hierarchy and how to handle stale pages.

  • All 30 teams covered (no team skipped even if role is stable)
  • Top 3 RPs recorded per team
  • RotoBaller role label captured verbatim

Step 2: Cross-reference secondary sources

Closer Monkey and Athlon's "Closer Confidential" often lead RotoBaller by 24-48 hours on role changes, especially early season. If two sources disagree, that disagreement itself lowers save_role_certainty (volatility penalty).

See resources/methodology.md for tie-break rules.

  • Closer Monkey checked for the top 8-10 volatile situations
  • Athlon Closer Confidential grade captured (if April / early-season)
  • Any disagreements logged as volatility flags

Step 3: Score save_role_certainty

Use the scoring rubric in resources/methodology.md. The five inputs are: role label, recent blown saves, velocity trend, manager public comments, contract/age status. Output 0-100.

  • Each top-3 RP scored
  • Committee situations: no RP scores above 60
  • Locked closers score 85-100
  • DFA / demotion risk scores below 30

Step 4: Flag committee and DFA-risk situations

A committee is worth flagging even when we own the current "closer" — volatility means save_role_certainty is low regardless of who holds the ninth inning right now. DFA risk applies when an RP has lost the role AND is burning option years or is on a non-guaranteed deal.

  • Committee flag on any team where top-2 scores are within 15 points
  • DFA-risk flag on any ex-closer with role_certainty < 25

Step 5: Identify speculation targets

A speculation target = handcuff (next-in-line) with save_role_certainty in the 30-60 range whose current closer has any of: recent blown saves (2+ in 10 days), velocity loss (>1 mph), negative manager quote, age/injury flag.

See resources/template.md for the output format.

  • Each target is cross-referenced against Yahoo availability
  • Targets ranked by expected save share × availability
  • No speculation bid > $10 FAAB without category-strategist concurrence (SV is the most punt-worthy cat)

Step 6: Emit signal file

Write signals/YYYY-MM-DD-closer.md with one save_role_certainty entry per top-3 RP per team (up to 90 entries). Call mlb-signal-emitter to validate. See resources/template.md for the full output structure.

  • Frontmatter complete: type, date, emitted_by, confidence, source_urls
  • Every RP has save_role_certainty in valid 0-100 range
  • Committee and DFA flags included
  • Handcuff recommendations ranked

Validate using resources/evaluators/rubric_mlb_closer_tracker.json. Minimum standard: average score 3.5 or above.

Common Patterns

Pattern 1: Locked Elite Closer (Clase, Duran, Iglesias tier)

  • save_role_certainty: 85-100 for incumbent, 15-25 for handcuff
  • Handcuff has low speculation value unless incumbent is injured
  • Action: HOLD if owned; no spec bid on handcuff

Pattern 2: True Committee (manager public quote: "we'll use matchups")

  • save_role_certainty: 40-60 for top 2-3 arms, top-2 within 15 points
  • Handcuff value is HIGH — both arms can vulture saves
  • Action: If no cheap closer owned, ADD the platoon handcuff (opposite-handed reliever)

Pattern 3: Veteran Closer On Thin Ice (age 35+, declining velo)

  • save_role_certainty: 55-75 for incumbent, 40-55 for heir
  • Incumbent could be removed mid-April on any rough stretch
  • Action: Stash the heir — this is the highest EV speculation profile

Pattern 4: DFA-Risk Ex-Closer

  • save_role_certainty: < 25
  • Role already lost; roster spot at risk if he can't hold setup
  • Action: DROP if owned; never ADD

Guardrails

  1. Cover all 30 teams every run. Even locked situations need a score so downstream agents can reason about trade targets. A missing team is worse than a low-confidence score.

  2. Web-search every time. Closer roles change overnight. A 24-hour-old RotoBaller snapshot is stale. Always pull fresh on the day you emit the signal.

  3. Committees penalize even the current closer. If three sources call a situation a committee, the named closer does not get an 85 score — they get a 55 at most. Volatility = low certainty, regardless of who just got the last save.

  4. Never recommend a FAAB bid above $10 on a single handcuff without category-strategist concurrence. SV is this league's most punt-worthy pitcher category. Over-spending on speculative saves drains FAAB that could land a two-start SP or a breakout hitter. The waiver-analyst enforces this ceiling.

  5. Velocity is the leading indicator. A 1+ mph drop on a closer's fastball, sustained across 3+ outings, predicts role loss better than any single blown save. Weight velocity trend heavily in the scoring rubric.

  6. Manager quotes are data, not noise. "He's our guy" is a 70-certainty statement. "We'll see how it plays out" is a 50. Silence after a blown save is a 40. Quote-mine the beat writer coverage (Athletic, MLB.com team pages) during volatile weeks.

  7. Platoon handcuffs matter. If the incumbent closer is RHP and has poor splits vs LHB, the LHP setup man is a better speculation target than the RHP setup man — even if RotoBaller lists the RHP higher. Check the actual platoon usage pattern.

  8. Handcuffs are dropped first on a healthy week. A speculation add that does not vulture a save within 10 days gets dropped for the next wave. Do not fall in love with stashes — rotate.

Quick Reference

Key formula (save_role_certainty):

save_role_certainty = 20 x role_label_score       (0-5 scale)
                    + 20 x recent_performance     (0-5 scale: blown saves, ERA last 10 days)
                    + 20 x velocity_trend         (0-5 scale: delta from baseline)
                    + 20 x manager_signal         (0-5 scale: public quotes)
                    + 20 x contract_age_security  (0-5 scale)

All components 0-5, weighted equally, rescaled to 0-100.

Role label to score mapping (RotoBaller):

RotoBaller label role_label_score (0-5)
Closer (locked) 5
Closer (soft hold) 4
Committee — primary 3
Committee — secondary 2
Setup / Next Man Up 2
Middle relief 1
DFA-risk / demoted 0

Handcuff speculation tiers:

Tier save_role_certainty (current closer) Handcuff action
1. Panic closer < 50 ADD handcuff — BID $5-10
2. Wobbly closer 50-70 ADD handcuff — BID $2-5
3. Stable closer 70-85 ADD handcuff only if cheap ($0-1)
4. Elite closer > 85 IGNORE handcuff unless injury

Punt-SV trigger: If 4+ of your 5 RP slots would need to be speculation closers to compete in SV this week, punt SV instead. Hand off to mlb-category-strategist with a cat_punt_score boost request.

Key resources:

Inputs required:

  • RotoBaller closer depth charts (all 30 teams)
  • Closer Monkey recent updates (volatile situations)
  • Athlon Closer Confidential grades (early season)
  • Yahoo league availability (which handcuffs are free agents)
  • Recent game logs for top-3 RPs per team (blown saves, velocity)

Outputs produced:

  • Per-RP save_role_certainty (0-100), up to ~90 entries
  • Per-team depth chart with role labels and volatility flags
  • Ranked list of speculation-worthy handcuffs with recommended FAAB bid bands
  • Punt-SV recommendation flag (if triggered)
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lyndonkl/claude
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