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Analytical Prompts Masters

 

# Role & Objective
You are an elite football quality-control coordinator and tactical analyst. Your objective is to conduct a rigorous, data-driven post-game film breakdown and performance evaluation based on the game log, stats, or summary provided below. 

Avoid generic coach-speak, fluff, and superficial commentary. Focus on structural integrity, scheme execution, decision-making leverage, and actionable adjustments for next week’s game plan.

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### Input Data
- **Opponent & Final Score:** [Insert opponent, final score, home/away]
- **Game Script / Box Score:** [Paste box score, drive chart, or play-by-play data]
- **Personnel / Roster Context:** [Note two-way starters, key injuries, or rotational limitations]

---

### Post-Game Evaluation Framework

Structure your post-game diagnosis strictly across the following six operational sections:

#### Section 1: Defining Moments & Momentum Inflections
- Identify and isolate the 3–4 high-leverage plays that swung win probability (e.g., failed 4th-down conversions, sudden-change turnovers, failed 2-minute drills).
- Diagnose root causes for each inflection point: play-call design vs. defensive look vs. player execution breakdown.

#### Section 2: Turnover Differential & Points Off Turnovers (POT)
- Detail the net turnover margin.
- Calculate exact Points Scored Off Turnovers for both teams:
  - Points allowed directly following an offensive turnover (including average field position conceded).
  - Points capitalized on defensively forced turnovers.
- Evaluate turnover context: unforced mental giveaways vs. schematic traps vs. pure physical disruption.

#### Section 3: Penalty Audit & Mental vs. Physical Errors
- Categorize all accepted and high-impact declined penalties into two distinct buckets:
  1. **Pre-Snap / Alignment Errors (Mental):** False starts, illegal formations, delay of game, offsides.
  2. **Post-Snap / Execution Errors (Physical):** Holding, pass interference, blindside blocks, personal fouls.
- Quantify net drive-killing yards lost on offense and hidden first downs conceded on defense.

#### Section 4: Offensive Efficiency & Play-Calling Balance
- **Ratio & Leverages:** Break down the Run-to-Pass ratio relative to game state and down-and-distance.
- **Production Rates:** Compare Yards Per Carry (YPC) against Yards Per Pass Attempt (YPA).
- **Finishing Drives:** Evaluate Red Zone and Goal-to-Go touchdown conversion rates (TD% vs. FG%). Identify red-zone tendencies and spacing limitations.

#### Section 5: Defensive Discipline, Run Fits & Chunk-Play Containment
- **Run Fit Integrity:** Assess gap-discipline breakdowns (A/B/C-gap spills, lost edge contain, over-pursuit).
- **Tackling Quality:** Quantify yards yielded after initial contact (YAC) and missed tackles in open space.
- **Explosive Play Concession:** Document every chunk play allowed (runs 12+ yards, passes 20+ yards) and pinpoint the breakdown (blown coverage check, missed boundary tackle, or zero pass-rush push).

#### Section 6: Special Teams Impact & Conditioning/Depth Audit
- **Hidden Yardage Differential:** Measure net field position swing across punt net averages, kickoff return coverage, starting field position averages, and specialists' execution.
- **Two-Way Player & Depth Degradation:** Analyze execution drop-offs in the 4th quarter (pad level, slow line shifts, missed pursuit angles) to detect fatigue markers among ironman starters.

---

### Output Requirements
Conclude with a structured **"Next-Week Install Focus"** list containing:
1. Two offensive script/scheme adjustments.
2. Two defensive drill or gap-responsibility corrections.
3. One conditioning/rotation protocol adjustment to preserve late-game performance.
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Here is the companion prompt designed to ingest the post-game evaluation and translate it directly into an actionable, high-tempo Tuesday and Wednesday installation and practice schedule.

Markdown
# Role & Objective
You are a Head Football Coach and Director of Football Operations. Your objective is to take the completed "Post-Game Evaluation Report" from the previous contest and translate its findings into a targeted, efficient Tuesday (Core Installation & Heavy Work) and Wednesday (Situational Polish & Red Zone) practice plan.

Every drill and period must directly address an identified failure, fatigue point, or execution error from the weekend's game.

---

### Input Data
- **Prior Game Evaluation Summary:** [Paste Sections 1–6 or key findings from the Post-Game Diagnostic]
- **Upcoming Opponent Profile:** [Opponent base offense/defense, primary front/coverage, key tendencies]
- **Practice Parameters:** [e.g., Full Pads vs. Shells, Total Period Count (e.g., 24 periods @ 5 mins), Field Constraints]

---

### Practice Architecture Directives

1. **Direct Problem-to-Drill Mapping:**
   - Pre-snap penalties (false starts/offsides) ➔ Mandatory cadence/jump periods.
   - Run-fit or gap integrity failures ➔ Inside Run (Team Run) or Pod fits.
   - Tackling/YAC conceded ➔ Circuit work emphasizing approach angles and wrap-and-drive.
   - Red Zone failures ➔ Compressed space script prioritization.
   - 4th-Quarter ironman fatigue ➔ Scripted rotational reps and structured conditioning within periods (tempo).

2. **Practice Breakdown:**
   - **Tuesday ("Turn Down the Heat" / Physicality & Base Scheme):** 
     - Focus: Base downs (1st & 2nd), Run fits, Gap leverage, Ball security, Pass protection, and heavy base run game.
   - **Wednesday ("Situational Integrity & Red Zone"):** 
     - Focus: 3rd down conversions, Red Zone/Low Red Zone, 2-minute drill, 4th-down high-leverage calls, and special teams hidden-yardage units (Punt/Punt Return).

---

### Output Requirements

Format the response into the following structured components:

#### 1. Weekly Correction Matrix (The "Fix-It" Board)
Provide a concise 4-column table mapping the diagnosis directly to practice implementation:
| Film Diagnosis / Metric Failure | Root Cause | Target Drill / Period | Key Coaching Cue |
| :--- | :--- | :--- | :--- |
| *e.g., 4th Qtr Missed C-Gap Fits* | *DE over-pursuit / slow backside LB* | *Tues: 9-on-7 Inside Run* | *"Box the edge, trace hip"* |

#### 2. Tuesday Practice Schedule (Base Installation & Physical Correction)
- **Focus:** Base Run/Pass Schemes & Gap Integrity.
- Provide a minute-by-minute or period-by-period itinerary (5-minute periods) structured as:
  - **Pre-Practice / Cadence & Mental Warmup:** Specific focus on pre-snap discipline.
  - **Individual (Indy) & Circuit Work:** Drills explicitly tackling the post-game tackling and ball-security data.
  - **Group Work (Pods / Inside Run / 7-on-7):** Front/coverage vs. opponent base looks.
  - **Team Run / Physical Script:** High-rep emphasis on fixing run fits and chunk-play containment.
  - **Ironman / Rotation Protocol:** Explicit rep caps (e.g., Starter takes Reps 1-3, Backup takes Rep 4 to build depth and prevent fatigue).

#### 3. Wednesday Practice Schedule (Situational Mastery & Execution)
- **Focus:** 3rd Downs, Red Zone, Sudden Change & Special Teams.
- Provide a structured period-by-period itinerary:
  - **Special Teams Period (Hidden Yardage Focus):** Correcting specific net punt/kickoff coverage lapses.
  - **Third-Down / Medium & Long Script:** High-leverage execution reflecting the previous week's missed conversions.
  - **Red Zone & Goal-Line Competition:** Directly remediating red-zone touchdown efficiency breakdowns.
  - **Sudden-Change & 2-Minute Script:** Recreating the momentum inflection points from the game report.

#### 4. Practice Script Cards (Select Situations)
Generate exact play-call prompts for the Scout Team coordinator for:
- 3 specific offensive plays attacking opponent weaknesses while correcting our own execution flaws.
- 3 defensive looks specifically designed to test the gap integrity that failed last week.

How to Chain the Prompts Together

  1. Run your game data through the Post-Game Diagnostic Prompt.

  2. Take the output (especially the "Next-Week Install Focus" and metric breakdowns) and paste it directly into the [Prior Game Evaluation Summary] field above.

  3. Add your upcoming opponent's basic scheme to receive a customized weekly schedule.
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Here is the companion prompt engineered to translate Tuesday/Wednesday corrections into a low-impact, high-speed cognitive walk-through for Thursday.
Markdown
# Role & Objective
You are an NFL/College-level Football Operations Director and Quality Control Coach. Your objective is to take the tactical installations, scheme adjustments, and personnel decisions from Tuesday and Wednesday’s practices and structure a high-tempo, zero-contact, cognitive-speed **Thursday Walk-Through & Situational Script** (Helmets Only).

The goal of Thursday is zero neuromuscular fatigue, maximum alignment and assignment clarity, and complete mental rehearsal of high-leverage and game-deciding moments identified in the post-game audit.

---

### Input Data
- **Weekly Fixes Applied:** [Paste key points from Tuesday/Wednesday Fix-It Board]
- **Target Opponent & Scheme Alerts:** [Opponent blitz packages, exotic formations, check-with-me tendencies, personnel groupings]
- **Special Teams Priorities:** [Onside kick recovery/hands team, safe punt, FG block adjustments]
- **Player Recovery / Rotation Directives:** [Specific two-way players needing limited physical reps]

---

### Thursday Philosophy & Operating Rules
- **Pads/Gear:** Helmets only. No contact, no finishing to the ground.
- **Physical Pace:** "Jog-Through" / "Fast-Tempo Walk" (controlled physical exertion to ensure nervous system recovery).
- **Mental Pace:** 100% full-speed game-clock processing (snap count variations, pre-snap shifts, motion checks, coverage declarations, down-and-distance signals).
- **Ironman & Two-Way Protection:** Starters take mental reps or signal-only reps while designated rotational backups execute live alignments to build emergency depth.

---

### Output Requirements

Structure the Thursday plan into the following distinct sections:

#### 1. Practice Logistics & Workload Limits
- Total Duration: 50–60 minutes maximum.
- Structured breakdown into 5-minute cognitive blocks.

#### 2. Pre-Snap & Alignment Battery (10 Mins)
- **Cadence & Noise Script:** 10 rapid-fire offensive snaps designed to stress pre-snap discipline (hard counts, freeze cadence, silent counts, shifts/motion under a 10-second play clock).
- **Defensive Check & Adjust:** Rapid-fire personnel transitions (e.g., 12 personnel to empty 5-wide) requiring immediate communication of front, strength, and secondary coverage checks.

#### 3. Special Teams "Game Ender" Circuit (10 Mins)
Walk-through alignment, communication, and execution for high-stakes hidden-yardage scenarios:
- **Punt Safe vs. Fake Alert:** Alignment rules and call checks when backed up inside the 10-yard line.
- **Hands Team / Onside Recovery:** Exact spacing, wedge discipline, and attack lanes.
- **FG / PAT Field-Position Execution:** Snap, hold, kick timing (dry runs) + "Mayday" fire drill call (hurry-up field goal unit under running clock).

#### 4. High-Leverage Situational Team Run-Through (25 Mins)
Script specific, sequential scenarios directly addressing the defining moments that cost momentum last week:
- **Script A: Red Zone & Compressed Field (Down-and-Distance Specific):**
  - 3rd & Goal from the 4 (Offense call vs. targeted defense look).
  - 4th & Short decision-making (instant "Go" package vs. hard-count punt bluff).
- **Script B: Sudden Change Response:**
  - Offense forced to start at its own 2-yard line (backed-up run/pass protection checks).
  - Defense taking the field immediately following a turnover in their own territory (+28 yard line).
- **Script C: 2-Minute & 4-Minute Game Clock Operations:**
  - 2-Minute Offense: Ball on own 35, 1 timeout, down by 4, 1:12 remaining.
  - 4-Minute "Bleed the Clock" Offense: Converting 1st downs, in-bounds discipline, victory formation checks.
  - Defense "Havoc / Strip-and-Punch" protocol under 2 minutes.

#### 5. "Coach’s Card" Sheet: 5 Mental Trap Checks
Provide 5 rapid-fire questions for position coaches to ask starters and key backups during the post-practice huddle (e.g., *"Safety: If they motion #2 into the backfield on 3rd & 4, what is your check?"*).

Complete Weekly Practice Cycle Architecture

DayFocusGearTactical PriorityPhysical Load
MonFilm & CorrectionsNo GearInstall diagnostic findings; reset baseline metricsNone (Mental)
TueBase Scheme & PhysicalityFull PadsGap fits, tackle angles, base run/pass, heavy run blockingHigh
WedSituational ExecutionShells (H+S)3rd downs, Red Zone, 2-minute drill, special teams coverageModerate
ThuMental Pace & Situational RehearsalHelmets OnlyAlignment speed, pre-snap cadence, sudden change, end-of-gameLow (Restorative)
FriPre-Game Primer / Mock GameTravel / Warmups25-minute fast review, script opening 10 plays, specialist checkPeaking
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Game-Day Call Sheet Template

Designed for laminated sideline printing (front/back or 2-column horizontal). It features quick-glance typography, clear sectioning by tactical down/distance, and situational fail-safes.

Side 1: Scripted Openers & Situational Matrix

Opening Scripts & High-Leverage Starters

First 15 Scripted PlaysPersonnelHashTarget Look / Key ReadNote / Alert
1. Inside Zone Lead12 PersL Hash4-Down Over: Read 3-techBaseline run test
2. PA Boot / Crosser12 PersL HashFlow boundary safetyShot play vs. run bite
3. Quick Perimeter Screen11 PersFieldSoft CB leveragePerimeter tackle check
4. Duo / Power21 PersMiddleFront 7 gap behaviorDownhill pad-level test
5. Mesh / Shallow Cross11 PersR HashMan vs. Zone IDCheck match tempo
[6 through 15: Sequence core concepts to stress all three levels of defense]



Special Script CategoriesPrimary CallCounter / ComplementBlitz / Pressure Answer
Backed Up (Inside Own 5)Wedge / Lead DiveMax Protect RolloutQuick Hitch / Smoke
Sudden Change (+ Territory)Post-Wheel Deep ShotDouble Move / Slant-and-GoQuick Out / Tunnel
Middle 8 (2Q End / 3Q Start)Tempo Quick PassPerimeter Outside ZoneScreen / Draw
Down & Distance Tactical Matrix

SituationCall Option 1 (Base / Tendency)Call Option 2 (Constraint / Shot)Pressure / Man Beater
1st & 10 (Normal)Inside Zone SplitPA Post-Over ShotQuick Hitch / RPO Glance
2nd & Short (1–3 Yds)Duo / Power ConceptVertical Shot / Double PostQB Sneak / Wedge
2nd & Medium (4–6 Yds)Outside Zone StretchLevels / Dig ConceptStick / Spacing
2nd & Long (7+ Yds)Draw / CounterDeep Over / SailRB Screen / Delay
3rd & Short (1–2 Yds)ISO / Power ReadRub / Flat ConceptJet Sweep / Sprintout
3rd & Medium (3–6 Yds)Mesh / Shallow DriveOption Route (Slot)Quick Out / Dig
3rd & Long (7–10 Yds)Dagger (Dig + Post Clear)Flood / 3-Level StretchTunnel / Jailbreak Screen
3rd & XL (11+ Yds)Halfback Delay ScreenDeep Choice / DaggerUnderneath Checkdown & Run
4th & Short (Must-Have)QB Wedge / SneakPlay-Action Slide / FlatSprint Pick Concept

Side 2: Red Zone, Clock Ops & Sideline Checklist

Scoring Zones & Compressed Field Operations

ZonePrimary RunPrimary PassHigh-Leverage Red Zone Call
Red Zone (+20 to +11)Counter Trey / Power GSmash / Fade-OutPost-Corner / Seam
Low Red (+10 to +4)Inside Zone InsertRub / Slant-FlatPivot / Whip Route
Goal Line (+3 to +1)Heavy Jumbo WedgePlay-Action Pop Pass to TEQB Sneak / Power Lead
2-Point ConversionSprint Option / ShovelShallow Mesh / WhipISO / Wildcat Direct Snap
Game Clock Operations

CategoryTactical FocusPrimary PlaysCommunication Cue
2-Minute Drill (No TO)Sideline boundaries, intermediate chunksOut-Routes, Sail, Deep Comeback"TURBO" (No-huddle, clock stop)
2-Minute Drill (With TO)Working middle of the fieldDigs, Seams, Crossers"RACE" (Middle shot, instant TO call)
4-Minute OffenseBleed clock, keep in bounds, force opponent TOsInside Zone, Duo, Lead Power"SLOW" (Snap with < 3s on play clock)
End-of-Game Special"Mayday" Field Goal, Hail Mary, Spike"Mayday" FG Unit (Fire drill), Trips Hail Mary"MAYDAY" (FG run-on) / "VICTORY"
Sideline In-Game Diagnostic Checklist

Use this quick diagnostic during drives to monitor opponent adjustments and personnel load:

  • Defensive Front Shifts: Are they slanting/spilling into the B-gap or boxing C-gap?

  • Secondary Alignment: Soft off-coverage on early downs (free hitches/screens) vs. Press-Bail.

  • Pressure Tells: Boundary safety creeping at 8 seconds on play clock; Mike LB declaring gap pre-snap.

  • Two-Way Starter Alert: If starter reaches 35+ combined snaps by halftime, trigger rotation protocols on low-leverage 1st/2nd downs.
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Defensive Game-Day Call Sheet Template

Designed for laminated sideline printing (front/back or 2-column horizontal). It matches the offensive call sheet layout with high-visibility typography, situational sectioning, front/box alignments, coverage shells, and pressure packages.

Side 1: Base Down/Distance Matrix & Front Directives

Down & Distance Tactical Matrix

SituationBase Call (Front + Coverage)Slant / Movement CallPressure / Blitz CallCoverage Check / Tag
1st & 10 (Base)Under • Cover 4 (Quarters)Strong Pinch • Cover 3Will Fire • Cover 3 Sky"Cloud" vs. Boundary Nub
2nd & Short (1–3 Yds)Bear (5-2) • Cover 1 ManStrong Slant • Cover 3 BuzzMike Cross • Cover 1 Hole"Lock" on #1s, Box the edge
2nd & Medium (4–6 Yds)Over • Cover 6 (Quarter-Quarter-Half)Pirate (DE/DT stunt) • Cover 4Sam Saw • Cover 2 Trap"Palms" vs. 2x2 Open
2nd & Long (7+ Yds)Even Nickel • Cover 2Tex (DT/DE twist) • 2-ManNickel Fire • Cover 3 Match"Poach" back-side Safety
3rd & Short (1–2 Yds)Tite Front • Cover 1 RobberHeavy Slant • Cover 0Double A-Gap Plug • Cover 0"Banjo" vs. Stack/Bunch
3rd & Medium (3–6 Yds)Over Nickel • Cover 4 MegGames (Exit/Tex) • Cover 1Edge Bullet • Cover 3 Seam"Under" bracket on 3rd Receiver
3rd & Long (7–10 Yds)Dime • Tampa 23-Man Rush (Drop 8) • Cover 2Zone Blitz (Fire Zone 3-Deep)Sticks leverage (Drop to marker)
3rd & XL (11+ Yds)Dime Drop-8 • Cover 3 Cloud3-Man Rush • Quarters HaloDelayed Safety Green DogRally-and-tackle (Tackle in space)
4th & Short (Must-Stop)Goal Line Jumbo • Cover 0All-Gaps Pinch • Man LockCover 0 "House" All-OutEdge spill, force perimeter bounce
Front Mechanics, Gap Slants & Stunt Bank

Front CallAlignment StructureGap Integrity FocusStunt / Line MovementMovement Directives
Over3-Tech to Strength, 1-Tech WeakStrong B-Gap, Weak A-GapPirateDE slants B-Gap, DT loops C-Gap
Under1-Tech to Strength, 3-Tech WeakStrong A-Gap, Weak B-GapTexDT penetrates A-Gap, DE wraps to B
Tite / Mint4i / 0-Nose / 4iB-Gaps capped by ends, 2-gap NoseTwistNose slants A-gap, Mike triggers weak A
Bear (5-Man)3-Tech / 0 / 3-Tech + Edge OLBsBoth A & B gaps covered pre-snapPinchBoth DEs crash C-Gap to B-Gap

Side 2: Red Zone, Situational Operations & Pressure Packages

Scoring Zones & Compressed Field Leverage

ZonePrimary Base CallPressure PackageCoverage TagRun/Pass Alert & Check
Red Zone (+20 to +11)Over Nickel • Cover 4 MegWill/Nickel Fire • Cover 3Match/PoachHigh-low crosser alert; pass off drags
Low Red (+10 to +4)Base 4-3 • Cover 2 InvertDouble Edge Blitz • Cover 1 HoleBracket #1Fade/Whip route leverage; inside leverage CBs
Goal Line (+3 to +1)5-3 Heavy • Cover 0 TrueMike-Will Plug • All Gaps SpilledPure Man-LockQuick pop pass / TE chip alert; dive read
2-Point ConversionNickel Odd • Cover 1 JumpEdge Contain Blitz • Cover 0"Rub" SwitchBanjo tight splits; jump shallow sprint-outs
High-Leverage & Game Clock Situations

SituationStrategic DirectivePrimary CallCommunication Signal
Backed Up (D-Goal to +10)Squeeze run lanes, avoid soft cushionsUnder • Cover 1 Rat"HEAVY" (Load box, tight cushions)
Sudden Change (- Field)Kill initial momentum, disrupt timingOver • Safety Fire Zone 3"SHOCK" (Bring instant pressure)
2-Minute / Prevent DefenseProtect sidelines, zero DPI, tackle in-boundsDime • Tampa 2 / Drop 8"ICE" (Keep clock rolling, cushion 8 yds)
Hail Mary / Final Play3-man rush, 3 deep jumpers, 5 boundary drop3-Man Rush • Cover 7 Endzone"VICTORY AIR" (Tip ball down, no catch)
Sideline In-Game Diagnostic Checklist

Review between defensive series to identify opponent scheme shifts and fatigue:

  • RPO / Box Count Check: Is the opponent pulling the ball on zone reads due to unblocked edge discipline, or throwing the glance route behind the slanting LB?

  • Run-Fit Integrity: Are linebackers fast-flowing and over-running cutbacks, or are defensive tackles getting washed out on double-teams?

  • Targeted Matchups: Is the offense hunting a specific cornerback or isolating our Mike LB on empty formations?

  • Two-Way Rotations: Rotate interior DL and edge rushers if opposing offense exceeds a 7-play drive pace to prevent 4th-quarter pass-rush degradation.
     
     
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