# Strategy Specifications
## Deck Name And Archetype
Fire Lord Azula is a Commander-format Grixis singleton combo-spells deck with the active tags `combo, combo`; treat the deck as a rogue or hybrid strategy rather than a stock archetype. The registered main deck is 100 cards and passes the active Commander validation contract: singleton nonbasic names, basic land duplicates only, with 7 `Island`, 7 `Mountain`, and 5 `Swamp`. The registered Veles policy sideboard is exactly 10 cards: `Pyroblast`, `Red Elemental Blast`, `Hydroblast`, `Feed the Swarm`, `Vandalblast`, `Abrade`, `Toxic Deluge`, `Dauthi Voidwalker`, `Grafdigger's Cage`, and `Pithing Needle`.

Use `Fire Lord Azula` as the deck identity and presumed commander-facing centerpiece, but do not assume commander card text or command-zone behavior beyond what the rules engine exposes. Card text check required for `Fire Lord Azula`, `Azula, Cunning Usurper`, `Firebender Ascension`, `The Last Agni Kai`, `Fire Nation Occupation`, `Haste Magic`, `Sazacap's Brew`, `Lost in Memories`, `Dream Harvest`, `Reckless Ransacking`, `Rocket-Powered Goblin Glider`, `Ancestors' Aid`, `Fae Flight`, `Ashling's Command`, and any other custom or unfamiliar card before the agent treats them as deterministic engines, protection, removal, draw, or lethal pressure.

Classify the shell as spell-combo with reactive control and burst-resource turns. `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, and `Wayfarer's Bauble` support early acceleration; `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Cormela, Glamour Thief`, and `Case of the Ransacked Lab` appear to support engine turns; `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Expansion // Explosion`, `Electrodominance`, `Magma Opus`, and `Turnabout` appear to be high-leverage payoff or bridge cards. These labels are tactical hypotheses, not legality claims.

Respect the mana base as a core strategic constraint. The deck must sequence three colors through `Command Tower`, `Crumbling Necropolis`, `Path of Ancestry`, `Exotic Orchard`, `Choked Estuary`, `Foreboding Ruins`, `Smoldering Marsh`, `Sulfur Falls`, `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Shivan Reef`, `Ferrous Lake`, `Coastal Peak`, `Frostboil Snarl`, `Seething Landscape`, `Dimir Aqueduct`, `Izzet Boilerworks`, and `Rakdos Carnarium`; bounce lands, filters, pain lands, and conditional lands can turn an otherwise powerful opener into a stranded hand if the legal actions do not produce the required colors on time.

Treat opponent information as unknown unless Veles exposes it through public zones, revealed cards, stack objects, game logs, or sideboard configuration. Do not infer hidden cards from archetype labels alone, and do not spend `Spell Pierce`, `Negate`, `Izzet Charm`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, `Leadership Vacuum`, `Chain Reaction`, or `Hostile Takeover` without matching the legal action to the visible threat, stack object, or survival clock.

Use the sideboard as matchup-shaping policy support, not as proof of expected opponents. `Pyroblast`, `Red Elemental Blast`, and `Hydroblast` imply color-specific stack or permanent fights; `Feed the Swarm`, `Vandalblast`, `Abrade`, and `Toxic Deluge` imply permanent-pressure answers; `Dauthi Voidwalker`, `Grafdigger's Cage`, and `Pithing Needle` imply graveyard, cast-from-zone, activated-ability, or named-card pressure. Boarded-game decisions must still follow legal sideboard plans and runtime-visible evidence.

## Thesis
Fire Lord Azula assembles functional Grixis mana, cheap acceleration, spell-volume engines, discard-to-draw velocity, and a protected payoff turn rather than a normal creature curve. Prioritize hands and lines that cast `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, or `Wayfarer's Bauble` early while still preserving blue or black interaction when visible pressure or stack threats require it.

The deck wins by turning one spell-heavy window into decisive damage, cards, tokens, mana, copied spells, graveyard recasts, or commander-centered pressure. Treat `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Expansion // Explosion`, `Electrodominance`, `Magma Opus`, `Turnabout`, `Storm-Kiln Artist`, `Third Path Iconoclast`, and likely `Fire Lord Azula` or `Azula, Cunning Usurper` as the cards that can convert setup into a closing turn, but only commit once Veles shows legal actions, available mana, target legality, and the current stack state.

The deck is not trying to win by spending every turn on small combat damage with unsupported creatures. Use `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Storm-Kiln Artist`, `Third Path Iconoclast`, and `Cormela, Glamour Thief` as engines or bridge threats first, and attack only when the board state, commander pressure, pump spell, or token count makes combat part of the plan.

The deck is also not a pure draw-go control deck. `Spell Pierce`, `Negate`, `Izzet Charm`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, `Leadership Vacuum`, `Chain Reaction`, and `Hostile Takeover` should buy the turns needed to set up, protect a commitment, or stop a decisive visible threat; do not trade them for low-impact objects when the hand contains a near-term engine or payoff line that needs cover.

Prioritize resource conversion over raw card retention. `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, `Prismari Command`, and `Discovery // Dispersal` are best when they fix mana, place expensive spells where recursion can use them, find interaction, or enable a protected payoff turn; avoid discarding the only payoff, only answer, or only land drop unless the visible line justifies it.

Card text check required for custom or unfamiliar names before assigning deterministic roles to `Fire Lord Azula`, `Azula, Cunning Usurper`, `Firebender Ascension`, `The Last Agni Kai`, `Fire Nation Occupation`, `Haste Magic`, `Sazacap's Brew`, `Lost in Memories`, `Dream Harvest`, `Rocket-Powered Goblin Glider`, `Ancestors' Aid`, `Fae Flight`, and `Ashling's Command`.

## Role Package
- Threats: `Fire Lord Azula`, `Azula, Cunning Usurper`, `Storm-Kiln Artist`, `Third Path Iconoclast`, `Cormela, Glamour Thief`, `Torrential Gearhulk`, and `Rocket-Powered Goblin Glider` are the main visible bodies or pressure pieces; treat custom threats as conditional until card text is confirmed by Forge.

- Payoffs: `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Electrodominance`, `Magma Opus`, `Turnabout`, `Unleash Fury`, `Fists of Flame`, `Blazing Crescendo`, `Sudden Breakthrough`, `Expedite`, and `Haste Magic` are the primary cards to examine when the deck can turn mana plus spells into a decisive turn, large attack, or stack-based finish.

- Engines: `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Case of the Ransacked Lab`, `Firebender Ascension`, `Fire Nation Occupation`, and `The Last Agni Kai` are setup permanents or repeat-value cards; commit them when the deck can either use them immediately, protect them, or accept losing tempo if they are removed.

- Velocity: `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, `Prismari Command`, `Discovery // Dispersal`, `Sazacap's Brew`, `Dream Harvest`, and `Lost in Memories` are hand-shaping tools; use them to hit land drops, stock graveyard payoffs, and find interaction rather than to churn blindly under pressure.

- Interaction: `Spell Pierce`, `Negate`, `Izzet Charm`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, `Leadership Vacuum`, `Chain Reaction`, `Hostile Takeover`, and `Ashling's Command` are the main answer suite; match each to the visible threat type and preserve flexible answers when the opponent has multiple public lines.

- Protection: `Spell Pierce`, `Negate`, `Izzet Charm`, `Increasing Vengeance`, `Expansion // Explosion`, `Crosis's Charm`, `Maestros Charm`, and possibly `Ancestors' Aid` protect or multiply important stack turns depending on legal text and targets; use protection most aggressively when a payoff turn is already on the stack or clearly available next turn.

- Recursion: `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Electric Revelation`, and possibly `Cormela, Glamour Thief` reward disciplined graveyard setup; discard expensive instants or sorceries only when recursion, mana, or future casting windows are plausible from public state.

- Mana: `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, `Wayfarer's Bauble`, `Storm-Kiln Artist`, `Big Score`, `Unexpected Windfall`, and the Grixis land base form the resource core; sequence lands to unlock blue interaction and black/red removal before holding filter or bounce-land value.

- Sideboard modules: `Pyroblast`, `Red Elemental Blast`, and `Hydroblast` cover color-specific fights; `Feed the Swarm`, `Vandalblast`, `Abrade`, and `Toxic Deluge` cover permanent pressure; `Dauthi Voidwalker`, `Grafdigger's Cage`, and `Pithing Needle` cover graveyard, cast-from-zone, or activated-ability pressure when sideboarding rules and visible matchup evidence support them.

## Primary Win Conditions
- Graveyard-burst win path: Build a graveyard with castable high-impact instants and sorceries using `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, `Prismari Command`, and `Discovery // Dispersal`, then convert that setup through `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk`. Prioritize this line when the graveyard contains real payoffs such as `Magma Opus`, `Expansion // Explosion`, `Electrodominance`, `Prismari Command`, `Izzet Charm`, `Maestros Charm`, or interaction, and when the opponent has not shown graveyard hate or open stack pressure that must be answered first.

- Spell-volume engine win path: Commit `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Case of the Ransacked Lab`, or `Firebender Ascension` when Veles shows the deck can cast follow-up spells or protect the turn cycle. Execute by chaining velocity, interaction, and copy effects, then turn generated mana, bodies, or reduced costs into `Expansion // Explosion`, `Electrodominance`, `Magma Opus`, `Mizzix's Mastery`, or a decisive combat step. Disruption risk is highest from creature removal before value is gained, so prioritize this line when at least one engine can immediately convert a spell or when holding `Spell Pierce`, `Negate`, `Izzet Charm`, `Crosis's Charm`, or `Maestros Charm` for protection.

- Commander-centered pressure path: Use `Fire Lord Azula` and `Azula, Cunning Usurper` as primary named threats only according to visible legal actions and confirmed text; Card text check required before assuming exact damage, copying, sacrifice, or combo functions. Prioritize this path when commander deployment does not consume all defenses against a visible lethal line, when `Expedite`, `Haste Magic`, `Fists of Flame`, `Unleash Fury`, `Blazing Crescendo`, `Sudden Breakthrough`, `Ancestors' Aid`, or `Fae Flight` creates legal immediate pressure, or when the opponent is shields-down after committing to the board.

- Big-mana finisher path: Use `Turnabout`, `Storm-Kiln Artist`, `Big Score`, `Unexpected Windfall`, `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, and `Talisman of Dominance` to reach a turn where `Expansion // Explosion`, `Electrodominance`, or `Magma Opus` can swing cards, tempo, or life totals. Prioritize this line when mana is the constraint and the hand already contains a payoff; do not spend setup spells merely to make mana if the payoff, target, or protection is absent.

## Secondary Win Conditions
- Token-and-chip pressure is a real fallback when `Third Path Iconoclast` or `Storm-Kiln Artist` survives. Use cheap interaction and velocity to build material, attack planeswalkers or exposed life totals when profitable, and keep enough blockers back when the opponent's visible attack threatens a faster clock.

- Creature-combat bursts can end games from modest boards when a legal attacker can receive `Fists of Flame`, `Unleash Fury`, `Blazing Crescendo`, `Sudden Breakthrough`, `Expedite`, `Haste Magic`, `Ancestors' Aid`, or `Fae Flight`. Treat these as commitment spells, not filler; use them when Veles shows legal targets, damage matters this turn, and the opponent's open mana or visible blockers do not make the line collapse for no gain.

- Control-to-finisher wins happen when `Chain Reaction`, `Hostile Takeover`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, `Leadership Vacuum`, `Negate`, `Spell Pierce`, and `Izzet Charm` buy enough time for a later payoff. Prefer this line when behind on board but stable on cards, because the deck can turn one protected graveyard or big-mana window into a closing sequence.

- Value-recursion pressure is acceptable when `Cormela, Glamour Thief`, `Torrential Gearhulk`, `Mizzix's Mastery`, or `Invoke Calamity` can reuse already-traded spells. Do not force graveyard dependence into visible hate; if the opponent controls graveyard denial, shift toward hand-cast spells, board control, commander pressure, or sideboard hate answers after boarding.

- Custom-card engines may be win conditions, but use them conditionally. Card text check required for `The Last Agni Kai`, `Fire Nation Occupation`, `Dream Harvest`, `Lost in Memories`, `Sazacap's Brew`, `Rocket-Powered Goblin Glider`, and `Ashling's Command`; follow Veles legal actions and visible text rather than inferring combo roles from names.

## Emergency Lines
- Behind on life: Stop sculpting unless a payoff turn is immediate, and spend `Chain Reaction`, `Hostile Takeover`, `Sheoldred's Edict`, `Liliana's Triumph`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, or `Leadership Vacuum` on the visible source of lethal pressure. Preserve blockers from `Third Path Iconoclast`, `Storm-Kiln Artist`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, and `Cormela, Glamour Thief` when attacks do not change the race.

- Behind on board: Prioritize sweepers and flexible removal over engine deployment. `Chain Reaction` and `Hostile Takeover` are the main reset buttons, while `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Sheoldred's Edict`, and `Liliana's Triumph` handle single threats when a full reset is unavailable or unnecessary.

- Behind on cards: Use `Frantic Search`, `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Discovery // Dispersal`, and `Prismari Command` to find lands, interaction, or payoff, but do not discard the only answer to a visible lethal permanent or the only payoff that can win.

- Behind on mana: Sequence lands and rocks before expensive engines, and prefer `Sol Ring`, `Arcane Signet`, `Wayfarer's Bauble`, signets, `Fellwar Stone`, and `Talisman of Dominance` over speculative velocity when colors are missing. Treat `Dimir Aqueduct`, `Izzet Boilerworks`, `Rakdos Carnarium`, `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Shivan Reef`, `Ferrous Lake`, `Coastal Peak`, `Frostboil Snarl`, and `Foreboding Ruins` as tactical sequencing constraints.

- Removed or stranded win conditions: Shift from the lost plan to the remaining public resources. If graveyard payoff is gone, win through board control plus commander or token pressure; if engines die, preserve `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Expansion // Explosion`, and `Electrodominance`; if commander tax is too high, stop forcing `Fire Lord Azula` and play the Grixis spells game.

## Resource Model
- Life is a buffer for setup only while the visible clock is slow. Spend life from `Shivan Reef`, `Talisman of Dominance`, or post-board `Toxic Deluge` when the mana or reset changes the next turn cycle; stop treating life as expendable once opponent attackers, burn, or commander damage create a short clock.

- Hand size is the deck's main convertible resource. Use `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, `Discovery // Dispersal`, `Izzet Charm`, and `Prismari Command` to trade spare lands, redundant setup, or graveyard-desirable spells into action, but do not discard the only payoff, only sweeper, or only color source unless Veles shows an immediate replacement line.

- Mana converts directly into threat density and stack leverage. Early `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, and `Wayfarer's Bauble` let the deck deploy `Fire Lord Azula`, `Storm-Kiln Artist`, `Third Path Iconoclast`, `Mizzix's Mastery`, `Invoke Calamity`, `Magma Opus`, `Expansion // Explosion`, or `Electrodominance` while still holding interaction.

- Board presence is both pressure and insulation. `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Cormela, Glamour Thief`, and `Torrential Gearhulk` should be protected or used immediately when possible; do not trade them in combat unless survival, lethal pressure, or a confirmed recursion line makes the trade necessary.

- Graveyard value is a second hand, not a guaranteed combo zone. Fill it with spent interaction and velocity for `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Electric Revelation`, and `Cormela, Glamour Thief`, but pivot away from graveyard plans when visible hate or post-board `Dauthi Voidwalker` or `Grafdigger's Cage` effects constrain legal use.

- Exile is mostly a constraint unless Veles shows legal play permissions or flashback-style actions. Track cards exiled by `Mizzix's Mastery`, `Invoke Calamity`, `Electric Revelation`, `Discovery // Dispersal`, or opponent effects as public information, and do not assume exiled cards remain reusable.

- Lands are strategic resources because several enter tapped, bounce, filter, or condition colors. `Dimir Aqueduct`, `Izzet Boilerworks`, and `Rakdos Carnarium` trade tempo for card-like land drops; `Cascade Bluffs`, `Darkwater Catacombs`, and `Shadowblood Ridge` improve colors after another mana source exists; `Path of Ancestry`, `Crumbling Necropolis`, `Coastal Peak`, `Frostboil Snarl`, `Foreboding Ruins`, `Choked Estuary`, `Smoldering Marsh`, and `Seething Landscape` require sequencing attention.

- Sacrifice fodder is scarce until tokens or expendable creatures exist. Treat `Third Path Iconoclast` tokens, treasure-like resources from `Storm-Kiln Artist`, and visible disposable permanents as fuel only when Veles presents legal costs; Card text check required before assuming sacrifice roles for `Fire Lord Azula`, `Azula, Cunning Usurper`, `Fire Nation Occupation`, or `The Last Agni Kai`.

- Information converts into better discard, counterspell, and sideboard-bullet timing. Use revealed hands, public graveyards, stack objects, commander zone state, and known sideboard hate to decide whether `Negate`, `Spell Pierce`, `Izzet Charm`, `Pyroblast`, `Red Elemental Blast`, `Hydroblast`, `Feed the Swarm`, `Vandalblast`, `Abrade`, or `Pithing Needle` has a real job.

## Mana Guide
- Keep hands that produce functional Grixis mana plus either acceleration, velocity, or interaction. A strong opener has two or more lands or a land plus `Sol Ring`/rock, access to blue or a path to blue, and a castable early play; mulligan hands that cannot cast spells before turn three or contain only expensive payoffs like `Magma Opus`, `Invoke Calamity`, `Mizzix's Mastery`, `Expansion // Explosion`, and `Electrodominance` without setup.

- Prioritize blue early because velocity and stack interaction stabilize the deck. `Island`, `Command Tower`, `Exotic Orchard`, `Crumbling Necropolis`, `Choked Estuary`, `Sulfur Falls`, `Cascade Bluffs`, `Darkwater Catacombs`, `Dimir Aqueduct`, `Izzet Boilerworks`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Fellwar Stone`, and `Talisman of Dominance` should be sequenced to cast `Spell Pierce`, `Negate`, `Izzet Charm`, `Frantic Search`, `Discovery // Dispersal`, and draw-discard spells on time.

- Add red before payoff turns because most burst and finishers are red-heavy. Plan for `Mountain`, `Shivan Reef`, `Foreboding Ruins`, `Frostboil Snarl`, `Smoldering Marsh`, `Shadowblood Ridge`, `Rakdos Carnarium`, `Izzet Boilerworks`, `Rakdos Signet`, `Izzet Signet`, and `Cascade Bluffs` to support `Storm-Kiln Artist`, `Third Path Iconoclast`, `Big Score`, `Unexpected Windfall`, `Mizzix's Mastery`, `Magma Opus`, `Electrodominance`, and combat bursts.

- Add black when removal, charms, or commander-adjacent cards demand it. `Swamp`, `Command Tower`, `Crumbling Necropolis`, `Dimir Aqueduct`, `Rakdos Carnarium`, `Choked Estuary`, `Foreboding Ruins`, `Smoldering Marsh`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Dimir Signet`, `Rakdos Signet`, and `Talisman of Dominance` should support `Liliana's Triumph`, `Sheoldred's Edict`, `Crosis's Charm`, `Maestros Charm`, `Nightscape Familiar`, `Hostile Takeover`, and `Szat's Will`.

- Play tapped lands early unless a one-mana interaction window matters. Lead on `Crumbling Necropolis`, bounce lands, conditional lands, or slow duals when the hand has no immediate `Spell Pierce`, `Expedite`, `Wayfarer's Bauble`, `Sol Ring`, or one-mana legal play; choose untapped sources when passing with interaction changes the opponent's best line.

- Delay land drops before draw-discard only when hand size and legal actions reward it. Cast `Frantic Search`, `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, or `Prismari Command` before playing a land if the deck is digging for a needed color and no landfall-like or mana-spend action is being lost; play the land first when it enables the spell, pays a counterspell tax, or protects against discarding the only usable source.

## Mulligan Guide
- Strong keep: Keep functional Grixis mana plus acceleration and either velocity or interaction. Examples include `Command Tower`, `Island`, `Mountain`, `Sol Ring`, `Izzet Signet`, `Demand Answers`, and `Spell Pierce`; or `Crumbling Necropolis`, `Island`, `Swamp`, `Arcane Signet`, `Thrill of Possibility`, `Chaos Warp`, and `Storm-Kiln Artist`.

- Medium keep: Keep slower hands that have three lands, at least two colors, and a clear turn-two play. Examples include `Choked Estuary`, `Mountain`, `Dimir Aqueduct`, `Wayfarer's Bauble`, `Discovery // Dispersal`, `Izzet Charm`, and `Chain Reaction`; these hands are acceptable if the table is not presenting immediate pressure.

- Risky keep: Keep two-land hands only when the first two turns already function. `Island`, `Shivan Reef`, `Fellwar Stone`, `Frantic Search`, `Big Score`, `Mizzix's Mastery`, and `Magma Opus` is risky but defensible on the draw; it is worse on the play because missing land three strands the expensive half of the hand.

- Automatic ship: Mulligan hands with one land and no `Sol Ring`, no cheap rock, and no castable velocity. Also ship payoff-heavy hands such as `Mizzix's Mastery`, `Invoke Calamity`, `Magma Opus`, `Expansion // Explosion`, `Electrodominance`, `Turnabout`, and one or two lands when no early spell finds mana.

- Matchup-dependent keep: Keep removal-heavy hands against visible creature pressure or commanders that win through board presence. A hand with `Swamp`, `Mountain`, `Crumbling Necropolis`, `Liliana's Triumph`, `Sheoldred's Edict`, `Chain Reaction`, and `Unexpected Windfall` is strong against creature starts but weak against spell-combo unless it also finds `Negate`, `Spell Pierce`, or `Izzet Charm`.

- Play/draw rule: On the play, value untapped mana, `Sol Ring`, signets, and `Wayfarer's Bauble` over slow sculpting. On the draw, tolerate one tapped land or bounce land if the hand has `Demand Answers`, `Thrill of Possibility`, `Discovery // Dispersal`, `Izzet Charm`, or `Frantic Search` to recover tempo.

- Trap hand: Do not keep a hand because it names several exciting finishers. `Fire Lord Azula`, `Azula, Cunning Usurper`, `Mizzix's Mastery`, `Invoke Calamity`, `Magma Opus`, `Expansion // Explosion`, and two awkward lands is a trap unless Veles shows early mana and legal setup actions; Card text check required for commander-specific payoff assumptions.

- Trap hand: Do not keep color-fragile hands that appear mana-rich but cannot cast the first spell. `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Rakdos Carnarium`, `Magma Opus`, `Negate`, and `Goblin Electromancer` can fail if the filters lack the right starting colors.

## Turn Arc
- Turn 1: Prefer `Sol Ring`, `Wayfarer's Bauble`, or an untapped source that represents `Spell Pierce` when the opponent can present a critical early spell. If no one-mana action matters, play tapped fixing such as `Crumbling Necropolis`, `Coastal Peak`, `Path of Ancestry`, `Frostboil Snarl`, `Foreboding Ruins`, or `Choked Estuary` when it enters tapped.

- Turn 2: Prefer acceleration before sculpting when it unlocks turn-three commander, engine, or protected interaction. Cast `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, or activate `Wayfarer's Bauble`; deviate to `Izzet Charm`, `Spell Pierce`, `Liliana's Triumph`, or `Sheoldred's Edict` only when a visible threat or stack object must be answered.

- Turn 2: Use `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Discovery // Dispersal`, or `Izzet Charm` when mana is missing or the hand has redundant expensive spells. Discard spare lands, flashback-friendly cards, or replaceable action before discarding the only sweeper, only payoff, or only source of a needed color.

- Turn 3: Prefer a protected or immediately productive engine. `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Third Path Iconoclast`, `Storm-Kiln Artist`, `Case of the Ransacked Lab`, `Firebender Ascension`, or `Cormela, Glamour Thief` is better when Veles shows follow-up spells, but hold them if visible removal is likely and the hand can instead pass with `Negate`, `Izzet Charm`, `Chaos Warp`, or `Crosis's Charm`.

- Turns 4-5: Shift from setup to leverage. Cast `Fire Lord Azula` or `Azula, Cunning Usurper` only when mana, visible board state, and card text support the line; otherwise use `Big Score`, `Unexpected Windfall`, `Prismari Command`, `Frantic Search`, or `Reckless Ransacking` to prepare a larger turn while keeping interaction available.

- Turns 4-5: Sweep or reset before racing when creature pressure shortens the clock. Use `Chain Reaction`, `Hostile Takeover`, `Ashling's Command`, `Chaos Warp`, `Maestros Charm`, `Crosis's Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, or `Leadership Vacuum` according to legal targets and visible threat priority.

- Late game: Commit to a payoff only when it advances lethal, decisive control, or a protected recovery. `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Magma Opus`, `Electrodominance`, `Expansion // Explosion`, `Turnabout`, `Increasing Vengeance`, `Fists of Flame`, `Unleash Fury`, `Blazing Crescendo`, `Sudden Breakthrough`, `Expedite`, `Haste Magic`, and `The Last Agni Kai` require legal-action confirmation and visible mana math before committing.

- Late game deviation: Pass with mana open when the opponent's next visible spell matters more than extra velocity. Preserve `Negate`, `Spell Pierce`, `Izzet Charm`, and instant-speed removal over low-impact draw-discard when public pressure, commander recast timing, or stack interaction decides the turn cycle.

## Card Roles
- Commander identity: `Fire Lord Azula` is the deck's named plan, but do not assume its exact payoff text until Veles exposes legal actions. Cast it when the board is stable, mana remains for protection or follow-up, or commander damage/spell payoff is visibly relevant; avoid tapping out into lethal pressure or open stack interaction unless waiting is worse.

- Alternate commander or engine threat: `Azula, Cunning Usurper` is a high-priority named card with Card text check required. Treat it as a fragile commitment piece until proven otherwise; deploy it when the hand can immediately exploit its legal actions, protect it with `Negate`, `Spell Pierce`, or `Izzet Charm`, or force the opponent to answer it before a larger spell turn.

- Fast mana and fixing: `Sol Ring`, `Arcane Signet`, `Fellwar Stone`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Talisman of Dominance`, and `Wayfarer's Bauble` are early-turn accelerants that turn clunky Grixis hands into functional hands. Cast them before velocity when they unlock double-spell turns; do not discard them early unless mana is already abundant and the hand needs action more than ramp.

- Cost reducers and spell engines: `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Storm-Kiln Artist`, `Third Path Iconoclast`, and `Cormela, Glamour Thief` convert cheap spells into tempo, mana, bodies, or recursion. Lead with the reducer when follow-up spells are ready; hold `Storm-Kiln Artist` or `Third Path Iconoclast` against visible removal if the same turn cannot produce value.

- Unverified engine permanents: `Case of the Ransacked Lab`, `Firebender Ascension`, `Fire Nation Occupation`, and `The Last Agni Kai` require Card text check required before assigning deterministic lines. Cast them only when their visible legal actions align with the role Veles needs that turn: card flow while stable, pressure while ahead, or combo support when the graveyard/hand already contains payoffs.

- Cheap velocity: `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Reckless Ransacking`, `Discovery // Dispersal`, and `Izzet Charm` are hand-shaping tools first and graveyard setup second. Use them to fix mana, bin expensive flashback or recursion targets, and trade redundant lands for action; do not discard the only sweeper, only interaction spell, or only payoff unless survival or mana development requires it.

- Burst draw and treasure-style setup: `Big Score`, `Unexpected Windfall`, `Frantic Search`, and `Prismari Command` bridge the deck into large turns. Prefer casting them at instant speed before a payoff turn, especially when they set up `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, or `Expansion // Explosion`; avoid spending the whole turn on them while a visible board threatens lethal.

- Major recursion and spell-copy payoffs: `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Increasing Vengeance`, and `Expansion // Explosion` are commitment cards, not routine cantrips. Fire them when the graveyard or stack has exact legal targets worth the mana; hold them if the only target is low-impact velocity and the opponent is representing stack interaction.

- Large finishers and conversion spells: `Magma Opus`, `Electrodominance`, `Turnabout`, `Fists of Flame`, `Unleash Fury`, `Blazing Crescendo`, `Sudden Breakthrough`, `Expedite`, and `Haste Magic` turn a prepared board or mana burst into lethal pressure or decisive tempo. Card text check required for `Haste Magic`; use pump/haste cards only when Veles shows a legal attacker or damage line, not as speculative hand clearing.

- Flexible removal and stack interaction: `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Izzet Charm`, `Negate`, and `Spell Pierce` are the deck's main answers to problem permanents, stack fights, and early combo attempts. Save them for cards that beat the deck's current role; spending `Chaos Warp` on a minor creature is wrong when a commander, prison piece, or lethal engine is likely.

- Edicts and commander pressure tools: `Liliana's Triumph`, `Sheoldred's Edict`, and `Leadership Vacuum` answer protected creatures, single-threat commanders, or boards where targeting is poor. Use them before sweepers when the opponent has only one relevant creature; avoid edicts into expendable tokens unless the legal action is forced or the token is the real threat.

- Sweepers and board resets: `Chain Reaction`, `Hostile Takeover`, `Ashling's Command`, and `Szat's Will` are survival tools and reset buttons. Card text check required for `Ashling's Command`; cast sweepers before life total pressure invalidates setup, but preserve engine creatures when a smaller answer or block keeps the game stable.

- Modal or uncertain custom spells: `Ancestors' Aid`, `Dream Harvest`, `Sazacap's Brew`, `Lost in Memories`, `Rocket-Powered Goblin Glider`, and `Fae Flight` require Card text check required or runtime-visible legal action text before strong assumptions. Treat them as tactical role cards: choose pump, evasion, selection, or removal modes only when the visible action advances survival, lethal, or a protected setup line.

- Graveyard and discard synergy: `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Frantic Search`, `Demand Answers`, and `Thrill of Possibility` make the graveyard a planned resource. Discard expensive instants/sorceries when a later legal recast is plausible; do not discard unique answers like `Chaos Warp`, `Negate`, or a needed sweeper without a replacement.

- Creature combat package: `Fire Lord Azula`, `Azula, Cunning Usurper`, `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Cormela, Glamour Thief`, `Torrential Gearhulk`, and `Rocket-Powered Goblin Glider` can create pressure, block, or enable spell turns. Do not attack with needed engines into obvious trades unless the attack is lethal, clears a planeswalker, or Veles shows the engine is no longer needed.

- Land roles: `Command Tower`, `Crumbling Necropolis`, `Exotic Orchard`, `Path of Ancestry`, `Choked Estuary`, `Foreboding Ruins`, `Frostboil Snarl`, `Smoldering Marsh`, `Sulfur Falls`, `Coastal Peak`, `Ferrous Lake`, `Shivan Reef`, `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Dimir Aqueduct`, `Izzet Boilerworks`, `Rakdos Carnarium`, `Seething Landscape`, `Island`, `Mountain`, and `Swamp` are the fixing shell. Sequence untapped sources before reactive turns, use bounce lands only when the tempo loss is safe, and verify filters have starter mana before keeping color-fragile hands.

## Interaction Priorities

- Counter stack actions that stop the deck from resolving a prepared payoff before countering routine value. Use `Negate`, `Spell Pierce`, `Izzet Charm`, `Pyroblast`, `Red Elemental Blast`, or `Hydroblast` first on visible sweepers, graveyard hate, commander removal, counterspells, or combo pieces that would beat the current turn; let minor creatures and low-impact draw resolve when the hand is setting up `Mizzix's Mastery`, `Invoke Calamity`, `Magma Opus`, `Expansion // Explosion`, or `Torrential Gearhulk`.

- Remove permanents that shut off spell turns before removing ordinary pressure. Prioritize `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Feed the Swarm`, `Abrade`, `Vandalblast`, or `Pithing Needle` against visible hate, must-answer commanders, artifact engines, enchantments, or activated abilities that prevent the next legal line; avoid spending flexible removal on a small attacker if `Chain Reaction`, `Hostile Takeover`, `Toxic Deluge`, `Ashling's Command`, or `Szat's Will` can clean up the board later.

- Use edicts when targeting is weak or one threat matters. `Liliana's Triumph`, `Sheoldred's Edict`, and `Leadership Vacuum` should answer a single commander, protected creature, hexproof-style threat, or planeswalker-equivalent pressure when Veles shows that line; do not fire them into expendable tokens unless the token is the only relevant permanent or survival requires immediate action.

- Choose discard or bounce targets by threat to the active plan, not by raw mana value. When `Discovery // Dispersal`, `Crosis's Charm`, `Maestros Charm`, `Izzet Charm`, `Liliana's Triumph`, or any commander-linked prompt offers a choice, take the card or permanent that breaks combo setup, kills `Fire Lord Azula`, stops graveyard recursion, removes a mana engine, or presents lethal; ignore cards that are expensive but currently uncastable, redundant attackers behind a sweeper, or value permanents that do not affect the next two turns.

- Bait interaction with medium-impact spells before committing the real payoff. Cast `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Reckless Ransacking`, `Prismari Command`, `Big Score`, or `Unexpected Windfall` into open mana when the hand can profit even if answered; do not lead with `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Magma Opus`, or `Torrential Gearhulk` unless waiting is worse or protection is available.

- Change answer priorities by archetype. Against fast creature boards, value life total and sweepers over sculpting; against spell combo, hold `Negate`, `Spell Pierce`, `Izzet Charm`, `Pyroblast`, `Red Elemental Blast`, or `Hydroblast`; against graveyard decks, prioritize `Dauthi Voidwalker` and `Grafdigger's Cage`; against artifacts, preserve `Vandalblast`, `Abrade`, and `Prismari Command`; against enchantments, protect `Feed the Swarm` and `Chaos Warp`.

## Combat And Trading Rules

- Preserve engine creatures unless combat decides the game. Do not trade `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Cormela, Glamour Thief`, or `Torrential Gearhulk` for a routine attacker when the hand contains follow-up instants or sorceries; trade them only to prevent lethal, protect a planeswalker-like engine if present, or clear the way for a decisive `Fire Lord Azula` turn.

- Attack with `Fire Lord Azula` only when the attack advances lethal, pressure, or a commander-specific trigger visible to Veles. Card text check required for exact commander incentives; if no relevant trigger or safe damage line is visible, keep `Fire Lord Azula` available as the strategy anchor rather than exposing it to an unfavorable block or removal window.

- Use small token or expendable bodies as shields before spending premium answers. `Third Path Iconoclast` tokens, temporary bodies, and low-value creatures can block to buy time for `Chain Reaction`, `Hostile Takeover`, `Toxic Deluge`, `Mizzix's Mastery`, or `Invoke Calamity`; avoid chump blocking with cost reducers or `Storm-Kiln Artist` while a protected spell turn is still plausible.

- Treat life total thresholds as role switches. Above roughly 20 life, prioritize mana, velocity, and engine setup unless a single threat invalidates the plan; between 10 and 20, keep interaction open and consider sweepers earlier; below 10, choose blocks, edicts, or sweepers over speculative draw unless the visible legal action creates immediate lethal or a locked board.

- Use pump, haste, and trick cards only with a concrete attacker or survival line. `Expedite`, `Fists of Flame`, `Unleash Fury`, `Blazing Crescendo`, `Sudden Breakthrough`, `Haste Magic`, `Ancestors' Aid`, `Fae Flight`, and `Rocket-Powered Goblin Glider` need runtime-visible legal text before commitment; Card text check required for uncertain custom effects, and do not cash them in merely to cycle if interaction or mana must remain available.

- Block differently by opposing role. Against creature aggro, trade early and protect life so sweepers and big spells matter; against control, avoid attacking engines into open removal unless the attack pressures a weak window; against combo, preserve mana and blockers only when they disrupt the opponent's visible line, because racing without stack interaction is often worse than holding `Negate`, `Spell Pierce`, or `Izzet Charm`.

- Accept damage when preserving a combo turn is worth more than a minor trade. Take small attacks if blocking would lose `Storm-Kiln Artist`, `Third Path Iconoclast`, a reducer, or commander pressure needed for the next legal payoff; block aggressively when the incoming attack shortens the clock below one setup turn or forces the deck to tap out defensively next turn.

## Selection And Tutor Rules

- Treat this deck as pseudo-selection rather than true tutoring. `Wayfarer's Bauble` is the clearest land-finding action, while `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, `Prismari Command`, `Izzet Charm`, and `Discovery // Dispersal` mostly trade cards, mana, or graveyard placement for velocity.

- Make land drops before discard-draw only when the hand already has enough action and colors. Hold an extra land through `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, or `Unexpected Windfall` when the visible hand needs discard fodder, but play the land first if missing a color, setting up `Negate` or `Spell Pierce`, or enabling `Mizzix's Mastery`, `Invoke Calamity`, `Magma Opus`, `Expansion // Explosion`, or `Torrential Gearhulk` on schedule.

- Discard cards that become better in the graveyard before discarding scarce interaction. `Magma Opus`, flashback or graveyard-castable spells visible to Veles, and expensive spells that can later be used with `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk` are preferred discard candidates when mana is short; keep `Chaos Warp`, `Negate`, `Spell Pierce`, `Izzet Charm`, `Chain Reaction`, or `Hostile Takeover` if the board or stack already demands them.

- Use `Frantic Search` as a mana and card-quality pivot, not as a casual cantrip. Prioritize it when untapping lands can preserve interaction, enable a second spell, or convert a clunky hand into a protected payoff turn; avoid spending it before a land drop if the discard choice is unclear and the hand still needs stable colors.

- Use modal selection to solve the current bottleneck. With `Prismari Command`, `Izzet Charm`, `Crosis's Charm`, `Maestros Charm`, `Ashling's Command`, and `Szat's Will`, choose draw, discard, damage, bounce, counter, token, or removal modes according to visible urgency; Card text check required for exact modes on `Ashling's Command` and any custom or unfamiliar spell text surfaced by Veles.

- Bottom or discard redundant finishers before cutting mana or protection. If scry, surveil, looting, or case-style selection sees multiple top-end cards, keep the one that is castable or graveyard-enabled soonest and move away extras unless the hand already has acceleration and protection.

- Find basic lands by missing color and next-turn obligation. `Wayfarer's Bauble` should usually fix the color that unlocks the most visible legal actions, with blue prioritized for stack interaction and draw, black for edicts or charms, and red for velocity or payoff turns; do not assume nonbasic search unless Veles exposes that legal action.

- Treat `Case of the Ransacked Lab`, `Dream Harvest`, `Lost in Memories`, `Sazacap's Brew`, `Firebender Ascension`, and commander-linked selection as conditional. Card text check required; follow Veles legal actions and choose cards that maintain mana, interaction, or a payoff path rather than assuming a known stock role.

## Priority And Stack Rules

- Hold priority discipline around payoff turns. Before casting `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Electrodominance`, `Magma Opus`, or `Torrential Gearhulk`, check visible open mana, known opposing stack pieces, graveyard hate, and available protection; commit when waiting gives the opponent a stronger window or when the current line can still function through one answer.

- Let low-impact spells resolve when the answer is needed for a decisive object. Save `Negate`, `Spell Pierce`, `Izzet Charm`, `Pyroblast`, `Red Elemental Blast`, and `Hydroblast` for visible counters, sweepers, graveyard hate, commander removal, combo payoffs, or lethal setup; do not counter routine draw or small creatures unless that spell changes the immediate clock or blocks the chosen line.

- Respond before combat damage only when the visible trick changes survival or lethal math. Use `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, `Abrade`, `Feed the Swarm`, `Vandalblast`, or `Toxic Deluge` according to legal timing and targets; do not spend instant-speed interaction after damage if the relevant creature, trigger, or damage event has already resolved.

- Use copy effects only on stack objects worth copying. `Increasing Vengeance`, `Expansion // Explosion`, and any visible commander-copy prompt should target a spell that produces lethal, decisive cards, decisive mana, removal of a must-answer permanent, or protection for the combo turn; avoid copying filler velocity when a payoff or answer may appear later in the same turn.

- Sequence optional payments after preserving required interaction. If Veles offers optional costs from `Fire Lord Azula`, `Firebender Ascension`, `Storm-Kiln Artist`, `Third Path Iconoclast`, `Cormela, Glamour Thief`, `Stormcatch Mentor`, or another visible source, Card text check required for exact effect; decline optional payments that consume mana needed for a counterspell, tax, target, or second payoff unless the payment itself creates lethal or survival.

- Use graveyard timing before exposing recursion. Cast discard-draw or removal first when it improves `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk`, but fire the recursion spell immediately if visible graveyard hate, exile effects, or opponent untap windows threaten the graveyard.

- Respect activated abilities and mana abilities as separate windows. Use `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Talisman of Dominance`, `Fellwar Stone`, `Wayfarer's Bauble`, filter lands, and bounce lands only in ways Veles presents as legal; float mana before `Turnabout`, `Frantic Search`, or a bounce-land return only when the engine output confirms the mana remains usable.

- Pass priority intentionally when the stack favors patience. If holding interaction and the opponent has no threatening object on stack, pass rather than firing draw spells into unknown mana; if the opponent taps low or puts a must-answer spell on stack, shift from sculpting to response immediately.

## Sideboard Map

- Use the sideboard only when Veles confirms this Commander match is using the registered 10-card policy sideboard. Treat every plan as a between-game adjustment, not an in-game wish list, and never assume a sideboard card exists in hand unless the visible state shows it.

- Keep the main engine intact unless the matchup punishes setup more than it punishes answers. `Fire Lord Azula`, `Azula, Cunning Usurper`, `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Magma Opus`, `Storm-Kiln Artist`, `Third Path Iconoclast`, mana rocks, and functional color sources are the cards most likely to convert a stable game into a win; pressure-sideboarding should remove low-certainty role cards before reducing the deck's mana, velocity, or payoff density.

Blue Stack-Interaction And Graveyard Pressure
Side in: Pyroblast; Red Elemental Blast; Dauthi Voidwalker; Grafdigger's Cage
Cut: Ancestors' Aid; Fae Flight; Haste Magic; Rocket-Powered Goblin Glider

Artifact-Engine And Creature-Pressure Stabilization
Side in: Vandalblast; Abrade; Toxic Deluge; Feed the Swarm
Cut: Ancestors' Aid; Fae Flight; Sudden Breakthrough; Unleash Fury

Permanent-Lock Or Activated-Ability Pressure
Side in: Feed the Swarm; Vandalblast; Abrade; Pithing Needle
Cut: Ancestors' Aid; Fae Flight; Blazing Crescendo; Haste Magic

Red Removal Or Red Combo Interaction
Side in: Hydroblast; Toxic Deluge; Abrade
Cut: Ancestors' Aid; Fae Flight; Rocket-Powered Goblin Glider

- `Pyroblast` comes in against blue decks where counter-wars, blue commanders, blue combo payoffs, or blue card-advantage spells decide the game. Its role is protection and stack disruption for `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Magma Opus`, `Torrential Gearhulk`, and commander-centered turns; it is bad when the opponent shows little or no blue, when the game is about nonblue permanents already on board, or when the deck needs sweepers more than stack help.

- `Red Elemental Blast` mirrors `Pyroblast` as the second anti-blue effect. Bring it in when resolving one big spell matters more than raw velocity, and treat it as a high-value answer to visible blue stack objects or blue permanents only when Veles confirms a legal target. It is bad into creature-heavy nonblue tables, artifact boards without blue protection, and matchups where holding one mana does not interact with the opponent's decisive objects.

- `Hydroblast` comes in against red pressure, red commanders, red burn, red stack payoffs, or red removal that can break up `Storm-Kiln Artist`, `Third Path Iconoclast`, `Azula, Cunning Usurper`, or `Fire Lord Azula`. Its role changes from protection in combo races to removal or tempo interaction against visible red threats; it is bad when red is only a minor splash, when the opponent's key permanents are not red, or when the deck needs graveyard hate instead.

- `Feed the Swarm` comes in when enchantments, black-answerable creatures, prison pieces, or commander-support permanents are visible problems that `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, and `Sheoldred's Edict` do not answer cleanly. Its role is broad permanent interaction at sorcery speed, so use it as a deliberate answer rather than a tempo play; it is bad when life loss matters under pressure or when the opponent's threats are mostly artifacts, stack objects, or graveyard lines.

- `Vandalblast` comes in against artifact mana clusters, artifact combo pieces, equipment-style pressure, artifact lock pieces, or boards where one overloaded effect can reset the opponent while preserving the Grixis spell engine. Its role is narrow but high ceiling; it is bad when the opponent has only incidental artifacts, when the deck must answer creatures immediately, or when red mana is unreliable enough that it strands in hand.

- `Abrade` comes in when both creature removal and artifact removal are live. Prefer it over narrower hate when the opponent presents early creatures plus artifact engines, and use it to buy time for `Chain Reaction`, `Hostile Takeover`, `Mizzix's Mastery`, or a commander turn. It is bad against large creatures outside damage range, spell-only combo, enchantments, graveyard engines, and boards where `Toxic Deluge` is the cleaner reset.

- `Toxic Deluge` comes in against creature swarms, commander combat decks, token engines, and boards where `Chain Reaction` or `Hostile Takeover` may be too slow, conditional, or damage-limited. Its role is survival first and tempo second; pay only enough life to stabilize or clear the specific visible board that matters. It is bad when the deck's life total is already under lethal pressure, when the opponent wins through the stack or graveyard, or when the deck's own creatures are the only available engine.

- `Dauthi Voidwalker` comes in against graveyard recursion, spell-flashback decks, reanimation, self-mill, and decks that make `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk` mirrors risky. Its role is disruptive pressure with potential card access only if Veles exposes legal actions; do not assume a stolen spell can be cast until the engine offers it. It is bad against creature rushes where blocking matters, against artifact or enchantment locks, and in games where black mana is strained.

- `Grafdigger's Cage` comes in when the opponent's visible plan uses graveyard casting, library-to-battlefield effects, or creature recursion that can beat the deck before its own spell-combo turn. Its role is prevention rather than card advantage; deploy it early when it blocks the opponent more than it blocks this deck. It is bad when it interferes with your own visible `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, or other graveyard lines more than it harms the opponent, and it is bad against pure hand-cast pressure.

- `Pithing Needle` comes in against commanders, planeswalkers, artifacts, lands, or repeatable permanents with activated abilities that Veles shows as public threats. Its role is a preemptive or reactive lock piece, so name only a card whose identity is public and whose activated ability matters; Card text check required when a custom permanent's relevant ability is unclear. It is bad when the opponent's threats are triggered abilities, static abilities, combat stats, or stack-only spells.

- Add role cards against blue control or blue combo: `Pyroblast`, `Red Elemental Blast`, and sometimes `Dauthi Voidwalker` when graveyards are part of the fight. Reduce main-deck emphasis on low-certainty combat enhancers and unclear custom support cards such as `Ancestors' Aid`, `Fae Flight`, `Haste Magic`, or `Rocket-Powered Goblin Glider` when their text is not proving decisive.

- Add role cards against creature pressure: `Toxic Deluge`, `Abrade`, and `Feed the Swarm` when legal target types line up. Reduce main-deck emphasis on one-shot pump or haste cards such as `Blazing Crescendo`, `Sudden Breakthrough`, `Unleash Fury`, and `Haste Magic` if the deck is behind on board and needs stabilization more than burst damage.

- Add role cards against artifact engines: `Vandalblast`, `Abrade`, and sometimes `Pithing Needle` for a known activated artifact. Reduce main-deck emphasis on slow graveyard setup or creature-combat accessories only when artifact hate gives a clearer route to survive and resolve a payoff.

- Add role cards against graveyard decks: `Dauthi Voidwalker` and `Grafdigger's Cage`, with `Pithing Needle` only for a public activated graveyard engine. Reduce main-deck emphasis on graveyard-dependent lines if the hate also constrains `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk`; preserve enough non-graveyard threats to win through your own hate.

- Add role cards against enchantment or prison permanents: `Feed the Swarm`, plus `Pithing Needle` only when a public activated ability is the problem. Reduce main-deck emphasis on narrow stack counters if the opponent's decisive cards resolve before counters are available or are already on the battlefield.

- Preserve mana after sideboarding. Do not reduce lands, signets, `Sol Ring`, `Arcane Signet`, `Fellwar Stone`, `Talisman of Dominance`, or `Wayfarer's Bauble` for sideboard cards unless a separate format-specific validation requires it; the deck loses too many games by stranding double-colored interaction, expensive payoffs, or commander recasts.

## Matchup Guidance

- Aggro: Prioritize survival, untapped interaction, and early mana that casts `Chain Reaction`, `Hostile Takeover`, `Liliana's Triumph`, `Sheoldred's Edict`, `Izzet Charm`, `Chaos Warp`, or `Abrade` before sculpting for a large spell turn. Keep hands with functional Grixis mana plus an accelerator such as `Sol Ring`, `Arcane Signet`, `Izzet Signet`, `Dimir Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, or `Wayfarer's Bauble`; reject payoff-heavy hands that cannot affect the first creature wave. Use `Third Path Iconoclast` and `Storm-Kiln Artist` as stabilizing engines only when they can be followed by a spell or protected by visible legal interaction. Add role cards: `Toxic Deluge`, `Abrade`, and sometimes `Feed the Swarm` when the visible threats match those target types. Reduce main-deck emphasis: unclear combat accessories and one-shot burst cards such as `Ancestors' Aid`, `Fae Flight`, `Haste Magic`, `Blazing Crescendo`, `Sudden Breakthrough`, or `Unleash Fury` when the deck must answer creatures instead of race.

- Control: Build mana and card velocity while preserving stack interaction for the first decisive fight over `Fire Lord Azula`, `Azula, Cunning Usurper`, `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Magma Opus`, or `Torrential Gearhulk`. Prefer sequences that force the opponent to answer mid-tier engines such as `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Case of the Ransacked Lab`, `Firebender Ascension`, `Third Path Iconoclast`, or `Storm-Kiln Artist` before committing the biggest payoff. Hold `Negate`, `Spell Pierce`, `Izzet Charm`, `Increasing Vengeance`, `Expansion // Explosion`, and `Crosis's Charm` for visible stack fights where winning the exchange changes the game; do not spend them on low-impact spells merely because mana is open. Add role cards: `Pyroblast`, `Red Elemental Blast`, and `Dauthi Voidwalker` when graveyard recursion or flashback-like play is visible. Reduce main-deck emphasis: creature removal that lacks targets and custom text cards whose legal actions are not advancing the matchup.

- Combo: Race only when the hand contains acceleration, velocity, and a credible payoff path; otherwise play as disruptive control until a go-now turn is forced by clock or opponent commitment. Keep `Spell Pierce`, `Negate`, `Izzet Charm`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, and `Leadership Vacuum` for visible engine pieces, commander actions, stack payoffs, or protected combo turns. Use discard-to-draw cards such as `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, and `Frantic Search` to assemble mana plus payoff, but avoid discarding the only legal win engine unless `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk` clearly makes that graveyard card useful. Add role cards: `Grafdigger's Cage`, `Dauthi Voidwalker`, `Pithing Needle`, `Pyroblast`, `Red Elemental Blast`, or `Hydroblast` only when the opponent's visible colors and public permanent types justify them. Reduce main-deck emphasis: creature sweepers when the opponent is stack-only.

- Tempo: Protect mana efficiency and do not walk a high-cost payoff into visible open interaction when a lower-cost engine or velocity spell improves the next turn. Favor `Sol Ring`, signets, `Fellwar Stone`, `Talisman of Dominance`, `Wayfarer's Bauble`, `Goblin Electromancer`, `Nightscape Familiar`, and `Stormcatch Mentor` because they let the deck double-spell through pressure. Use `Expedite`, `Fists of Flame`, `Blazing Crescendo`, `Sudden Breakthrough`, and `Unleash Fury` only when Veles shows a legal attack or damage line that changes the race; otherwise preserve cards for velocity, removal, or setup. Add role cards: `Abrade`, `Pyroblast`, `Red Elemental Blast`, or `Hydroblast` when they answer the tempo deck's visible pressure or protection. Reduce main-deck emphasis: expensive graveyard turns when the opponent is representing bounce, counters, or lethal tempo.

- Midrange: Trade resources early, then win by resolving a larger spell or engine after the opponent spends removal on smaller threats. Use `Chain Reaction`, `Hostile Takeover`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, and `Sheoldred's Edict` on permanents that block the combo plan, pressure life total, or invalidate `Fire Lord Azula` turns. Value `Prismari Command`, `Big Score`, `Unexpected Windfall`, `Frantic Search`, and `Discovery // Dispersal` as ways to keep card flow while developing mana. Add role cards: `Feed the Swarm`, `Toxic Deluge`, `Abrade`, and `Pithing Needle` when public permanents demand them. Reduce main-deck emphasis: narrow protection or burst cards when no visible creature-combat line exists.

- Big mana: Pressure their setup with efficient development and save interaction for the first irreversible payoff rather than incidental ramp. Deploy `Fire Lord Azula`, `Azula, Cunning Usurper`, `Storm-Kiln Artist`, `Third Path Iconoclast`, or cost reducers early only when the mana supports a follow-up spell; a lone engine that dies without value may lose too much tempo. Use `Negate`, `Spell Pierce`, `Izzet Charm`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Pithing Needle`, or `Leadership Vacuum` on public payoff pieces, activated commanders, or stack objects that immediately overtake the board. Add role cards: `Pithing Needle`, `Vandalblast`, `Abrade`, or color blasts when the opponent's visible ramp or payoff type matches. Reduce main-deck emphasis: small creature removal unless the opponent's mana engine is creature-based.

- Graveyard: Identify whether your own graveyard plan or the opponent's graveyard plan matters more before deploying hate. `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Electric Revelation`, `Reckless Ransacking`, and discard-to-draw lines can make your graveyard a resource, so `Grafdigger's Cage` or `Dauthi Voidwalker` should be used only when they harm the opponent more than they constrain the visible winning line. Use `Dauthi Voidwalker` as disruption plus pressure only through legal Veles actions; do not assume access to exiled cards unless the engine offers it. Add role cards: `Dauthi Voidwalker`, `Grafdigger's Cage`, and sometimes `Pithing Needle` for a public activated graveyard engine. Reduce main-deck emphasis: graveyard-dependent payoffs if your hate is already locking them down.

- Artifact/enchantment: Answer engines by permanent type instead of spending generic interaction too early. Use `Vandalblast` and `Abrade` for artifact mana clusters, artifact combo pieces, or equipment-like pressure; use `Feed the Swarm`, `Chaos Warp`, `Crosis's Charm`, or `Maestros Charm` for enchantments and mixed permanent problems when legal targets are visible. `Prismari Command` can be a flexible bridge when its legal modes line up, but choose modes from visible text only. Add role cards: `Vandalblast`, `Abrade`, `Feed the Swarm`, and `Pithing Needle` for public activated abilities. Reduce main-deck emphasis: creature-only sweepers against noncreature boards.

- Go-wide: Preserve life total and avoid using single-target removal on the first small creature unless it enables an immediate loss. Plan around `Chain Reaction`, `Hostile Takeover`, and `Toxic Deluge` as reset buttons, then rebuild with `Third Path Iconoclast`, `Storm-Kiln Artist`, `Fire Lord Azula`, or a graveyard payoff after the board clears. Do not overcommit engine creatures into your own sweeper unless the immediate spell trigger or mana generated is worth it. Add role cards: `Toxic Deluge` and `Abrade` when they change the visible battlefield. Reduce main-deck emphasis: one-shot pump effects unless they create lethal or block profitably by legal action text.

- Single-threat: Prefer edicts, bounce-like commander pressure, and broad permanent answers over sweepers when one large creature or commander is the whole plan. `Liliana's Triumph`, `Sheoldred's Edict`, `Leadership Vacuum`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, and `Pithing Needle` are priority tools depending on whether the threat is a creature, commander, activated permanent, or stack-protected object. Keep blockers only when they actually change combat math shown by Veles; do not chump away `Storm-Kiln Artist` or `Third Path Iconoclast` if the next spell turn is the only route back. Add role cards: `Pithing Needle`, `Feed the Swarm`, `Abrade`, or `Toxic Deluge` according to public type and size. Reduce main-deck emphasis: damage sweepers when edicts or direct answers are cleaner.

- Burn: Treat life total as the primary resource and avoid unnecessary pain from lands or `Feed the Swarm` unless it prevents more damage than it costs. Develop cheap mana, cast blockers or engines only when they absorb damage or generate immediate value, and hold `Hydroblast`, `Negate`, `Spell Pierce`, `Izzet Charm`, or `Crosis's Charm` for visible red burn, red payoff permanents, or lethal stack sequences. Add role cards: `Hydroblast`, `Abrade`, and sometimes `Toxic Deluge` if creatures are the source of damage. Reduce main-deck emphasis: slow tap-land sequences and life-cost interaction when alternatives exist.

- Removal-heavy decks: Sequence engines so each removal spell trades down or fails to stop the next payoff. Prefer casting `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Third Path Iconoclast`, or `Storm-Kiln Artist` when the same turn can also cast a spell, create material, or hold interaction; delay `Fire Lord Azula` or `Azula, Cunning Usurper` if the only result is exposing the core threat into open mana. Use `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Magma Opus`, and `Expansion // Explosion` to win from cards and graveyard positioning after creature engines draw removal. Add role cards: color blasts if removal is blue or red, `Dauthi Voidwalker` if attrition involves graveyards, and `Pithing Needle` if a public repeatable removal source exists. Reduce main-deck emphasis: fragile combat-only cards when creatures are unlikely to survive.

## Specific Matchup Notes

- General/archetype-only: Exact opponents are absent, so revealed cards, legal actions, stack objects, and public commander identity override these assumptions. Keep `Fire Lord Azula` games reactive until Veles shows a safe commitment window, then convert with `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Magma Opus`, `Storm-Kiln Artist`, `Third Path Iconoclast`, or commander-centered combat only when the visible board supports it.

- Blue interaction decks: Fight over the turn that actually matters, not every setup spell. Prioritize `Negate`, `Spell Pierce`, `Izzet Charm`, `Pyroblast`, and `Red Elemental Blast` for visible counterspells, bounce that breaks a lethal turn, or stack objects that stop `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, or `Fire Lord Azula`; add role cards: `Pyroblast`, `Red Elemental Blast`, `Dauthi Voidwalker`, and `Pithing Needle` when public cards make them live. Reduce main-deck emphasis: low-impact pump or haste cards when commander damage is unlikely through open blue mana.

- Red removal or burn decks: Protect life total and avoid spending pain or tempo for marginal value. `Hydroblast`, `Negate`, `Spell Pierce`, `Izzet Charm`, `Crosis's Charm`, `Sheoldred's Edict`, `Liliana's Triumph`, and `Chain Reaction` should answer visible lethal pressure or key red stack objects; add role cards: `Hydroblast`, `Abrade`, and `Toxic Deluge` when public creatures or artifacts drive the clock. Reduce main-deck emphasis: slow tapped-land starts and fragile engine-only keeps without `Sol Ring`, `Arcane Signet`, `Dimir Signet`, `Izzet Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, or `Wayfarer's Bauble`.

- Graveyard decks: Decide whether your graveyard or theirs is more important before deploying hate. `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, `Electric Revelation`, `Demand Answers`, `Big Score`, `Unexpected Windfall`, and `Frantic Search` can make your graveyard a win resource, so add role cards: `Dauthi Voidwalker` and `Grafdigger's Cage` only when the opponent's visible graveyard plan is more threatening than your own legal flashback or recast line.

- Artifact or enchantment decks: Save broad answers for engines, lock pieces, or mana clusters that change the game immediately. Use `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Prismari Command`, `Vandalblast`, `Abrade`, `Feed the Swarm`, and `Pithing Needle` on public permanents whose text or activated abilities stop your spell turn, produce decisive mana, or threaten lethal; reduce main-deck emphasis: creature sweepers when the opponent's board is mostly noncreature.

- Creature swarm decks: Treat sweepers as comeback tools and avoid trading them for small tempo gains. Preserve `Chain Reaction`, `Hostile Takeover`, and `Toxic Deluge` for boards that threaten lethal, overwhelm blockers, or prevent a safe `Fire Lord Azula` turn; deploy `Third Path Iconoclast` or `Storm-Kiln Artist` before a sweeper only when the legal spell sequence immediately creates enough material or mana to justify losing the creature.

- Single-threat commander decks: Prefer edicts and targeted permanent answers over expensive reset buttons. `Leadership Vacuum`, `Sheoldred's Edict`, `Liliana's Triumph`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Pithing Needle`, and `Feed the Swarm` are priority tools when the visible commander, activated permanent, enchantment, or protected creature is the opponent's main plan.

## Risk Summary

- Mana risk: Grixis color requirements plus `Dimir Aqueduct`, `Izzet Boilerworks`, `Rakdos Carnarium`, `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Shivan Reef`, `Ferrous Lake`, `Coastal Peak`, `Frostboil Snarl`, and `Foreboding Ruins` can strand double-color or timing-sensitive spells. Mulligan hands that lack functional early colors, an accelerator, or a believable path to interaction plus velocity.

- Draw risk: Looting and discard-to-draw can throw away the wrong scarce payoff. Use `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, and `Prismari Command` to improve bad hands, but protect unique closers or recursion pieces unless the graveyard line with `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk` is visible and legal.

- Over-sideboarding risk: Narrow hate can weaken the deck's spell-density and closing power. Add role cards only when public opponent cards make `Pyroblast`, `Red Elemental Blast`, `Hydroblast`, `Feed the Swarm`, `Vandalblast`, `Abrade`, `Toxic Deluge`, `Dauthi Voidwalker`, `Grafdigger's Cage`, or `Pithing Needle` live; avoid diluting `Fire Lord Azula`, engine, velocity, and payoff density for speculative answers.

- Graveyard risk: Your own payoffs may conflict with hate. `Grafdigger's Cage` and `Dauthi Voidwalker` can be correct against visible opponent graveyard engines, but they may reduce the value of `Mizzix's Mastery`, `Invoke Calamity`, `Torrential Gearhulk`, and discard setup depending on exact legal actions.

- Removal and sweeper risk: Spending `Chain Reaction`, `Hostile Takeover`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, or `Leadership Vacuum` too early can leave no answer for the decisive permanent. Hold interaction when the visible board is survivable and the opponent has a commander, engine, or stack object that beats the planned combo turn.

- Closer risk: Large spell turns can create motion without ending the game. Before committing `Electrodominance`, `Expansion // Explosion`, `Magma Opus`, `Mizzix's Mastery`, `Invoke Calamity`, `Unleash Fury`, `Fists of Flame`, `Blazing Crescendo`, `Sudden Breakthrough`, `Expedite`, or `Haste Magic`, confirm that the line produces lethal, a protected board, or decisive control through visible blockers and open mana.

- Sequencing risk: Card text check required for `Fire Lord Azula`, `Azula, Cunning Usurper`, `Firebender Ascension`, `Case of the Ransacked Lab`, `The Last Agni Kai`, `Fire Nation Occupation`, `Dream Harvest`, `Sazacap's Brew`, `Lost in Memories`, `Rocket-Powered Goblin Glider`, `Ancestors' Aid`, and `Fae Flight`. Use only rules-engine legal actions for these cards until their exact text is confirmed.

## Test Feedback Checklist

- Deciding factor: Record the exact public turn sequence that changed the game, naming the visible card or stack object that mattered most. Mark whether the key action involved `Fire Lord Azula`, `Azula, Cunning Usurper`, `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Magma Opus`, `Storm-Kiln Artist`, `Third Path Iconoclast`, a sweeper, a sideboard card, or only an opponent-visible action.

- Result cause: For each loss, name one primary cause and one secondary cause. Classify the result as a card quantity problem, card selection problem, mana problem, tempo problem, matchup problem, sideboard problem, pilot sequencing problem, or closing-power problem.

- Win source: For each win, name the card, package, or tactical policy that most contributed. Separate wins caused by large spell recursion, commander pressure, token pressure, sweepers, stack interaction, mana acceleration, or opponent stumble.

- Mulligans: Check whether the opener had functional Grixis mana, early acceleration, and either velocity or interaction. Flag keeps that stranded `Mizzix's Mastery`, `Invoke Calamity`, `Magma Opus`, `Hostile Takeover`, or double-colored interaction behind lands such as `Dimir Aqueduct`, `Izzet Boilerworks`, `Rakdos Carnarium`, `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Ferrous Lake`, `Coastal Peak`, `Frostboil Snarl`, or `Foreboding Ruins`.

- Mana: Identify whether `Sol Ring`, `Arcane Signet`, `Izzet Signet`, `Dimir Signet`, `Rakdos Signet`, `Fellwar Stone`, `Talisman of Dominance`, or `Wayfarer's Bauble` accelerated a meaningful line. Record when tapped lands, bounce lands, pain lands, filter lands, or missing colors changed a legal action choice.

- Velocity: Evaluate whether `Demand Answers`, `Thrill of Possibility`, `Electric Revelation`, `Big Score`, `Unexpected Windfall`, `Reckless Ransacking`, `Frantic Search`, `Discovery // Dispersal`, `Izzet Charm`, or `Prismari Command` improved the hand. Note discard choices that later improved or weakened `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk`.

- Engine timing: Check whether `Storm-Kiln Artist`, `Third Path Iconoclast`, `Goblin Electromancer`, `Nightscape Familiar`, `Stormcatch Mentor`, `Firebender Ascension`, `Case of the Ransacked Lab`, `Cormela, Glamour Thief`, or `Fire Nation Occupation` entered before the deck could protect or immediately use them. Card text check required for custom or uncertain engine cards before blaming pilot choice.

- Removal discipline: Review whether `Chain Reaction`, `Hostile Takeover`, `Chaos Warp`, `Crosis's Charm`, `Maestros Charm`, `Liliana's Triumph`, `Sheoldred's Edict`, `Leadership Vacuum`, `Negate`, `Spell Pierce`, and `Izzet Charm` hit the correct visible threat or stack object. Mark missed windows where survival required interaction over setup.

- Sideboard impact: For every boarded game, record whether `Pyroblast`, `Red Elemental Blast`, `Hydroblast`, `Feed the Swarm`, `Vandalblast`, `Abrade`, `Toxic Deluge`, `Dauthi Voidwalker`, `Grafdigger's Cage`, or `Pithing Needle` had a legal target, changed sequencing, or sat stranded.

- Closing: Identify whether a large turn converted into lethal pressure or decisive control. Review `Electrodominance`, `Expansion // Explosion`, `Magma Opus`, `Mizzix's Mastery`, `Invoke Calamity`, `Turnabout`, `Increasing Vengeance`, `Unleash Fury`, `Fists of Flame`, `Blazing Crescendo`, `Sudden Breakthrough`, `Expedite`, `Haste Magic`, `Ancestors' Aid`, and `Fae Flight` only through visible legal actions.

- Role accuracy: Ask whether the pilot correctly played control, combo, tempo, or survival. Flag games where the deck raced while behind, held interaction with no relevant target, or sculpted while visible pressure demanded defense.

- Stranded cards: List cards that stayed uncast because of mana, timing, target restrictions, graveyard hate, sideboard tension, or unclear card text. Separate legal-action absence from pilot preference.

- Performance notes: Name overperforming and underperforming exact cards across pre-board and post-board games. Compare whether the Deck Strategy and Tactical Policy guidance was followed before recommending changes.

## First Tuning Questions

- Card quantities: Which singletons repeatedly felt like the only needed effect at the wrong time? Track whether the deck wants more functional copies of acceleration, velocity, stack interaction, sweepers, graveyard payoff, or closing spells rather than reacting to one memorable game.

- Mana base: Did Grixis mana fail because the opener lacked colors, because lands entered tapped, or because filter lands needed a missing starter color? Use failures involving `Dimir Aqueduct`, `Izzet Boilerworks`, `Rakdos Carnarium`, `Cascade Bluffs`, `Darkwater Catacombs`, `Shadowblood Ridge`, `Ferrous Lake`, `Coastal Peak`, `Frostboil Snarl`, `Foreboding Ruins`, and `Shivan Reef` to decide whether the land mix needs adjustment.

- Aggro plan: Did creature pressure beat the deck before `Chain Reaction`, `Hostile Takeover`, `Toxic Deluge`, `Sheoldred's Edict`, `Liliana's Triumph`, or `Abrade` mattered? If yes, ask whether early blockers, cheaper interaction, or a lower setup curve would preserve combo turns better.

- Control plan: Did blue or reactive opponents stop the decisive turn despite `Negate`, `Spell Pierce`, `Izzet Charm`, `Pyroblast`, and `Red Elemental Blast`? If yes, ask whether the deck needs more protected commitment windows, more bait sequencing, or fewer fragile engine-only starts.

- Closer package: Did `Mizzix's Mastery`, `Invoke Calamity`, `Expansion // Explosion`, `Electrodominance`, `Magma Opus`, `Fire Lord Azula`, or commander-combat pumps create motion without ending the game? If yes, identify whether the failure was damage ceiling, mana ceiling, graveyard setup, target availability, or pilot sequencing.

- Sideboard slots: Which sideboard cards had legal targets and changed games, and which sat idle? Reassess `Pyroblast`, `Red Elemental Blast`, `Hydroblast`, `Feed the Swarm`, `Vandalblast`, `Abrade`, `Toxic Deluge`, `Dauthi Voidwalker`, `Grafdigger's Cage`, and `Pithing Needle` by matchup role, not by generic strength.

- Role conflicts: Did the deck lose because velocity discarded interaction, interaction delayed engine deployment, graveyard hate weakened `Mizzix's Mastery`, or commander-pump cards failed without a safe attacker? Use these conflicts to decide whether Fire Lord Azula should lean harder into combo, control, tempo, or commander damage in the next test cycle.

## Veles Tactical Policy

### Policy: Opening Keep Gate
- Priority: High
- Decision families: mulligan
- Cards: Sol Ring; Arcane Signet; Izzet Signet; Dimir Signet; Rakdos Signet; Fellwar Stone; Talisman of Dominance; Wayfarer's Bauble; Demand Answers; Thrill of Possibility; Izzet Charm; Negate; Spell Pierce
- Phase windows: Pregame mulligan decisions.
- Runtime cues: prompt:mulligan; hand contains lands and early nonland actions.
- Use when: Decide keep versus mulligan from visible opener, commander identity, land count, color access, early acceleration, velocity, and interaction.
- Avoid when: Hand lacks functional Grixis mana, has only payoff spells, or cannot cast any early accelerator, velocity spell, or interaction before falling behind.
- Instructions: Keep hands with two or more lands, at least two colors or a rock that fixes, and one early plan. Treat `Sol Ring` plus a colored source as strong. Penalize bounce-land-only starts and double-colored stranded hands.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: First Mana Development
- Priority: Medium
- Decision families: mana
- Cards: Sol Ring; Arcane Signet; Izzet Signet; Dimir Signet; Rakdos Signet; Fellwar Stone; Talisman of Dominance; Wayfarer's Bauble
- Phase windows: Turns 1-3 main phases.
- Runtime cues: action:cast; action:activate; visible mana source can pay for acceleration.
- Use when: Choose early mana actions before commander, engine, or interaction decisions.
- Avoid when: A visible must-answer threat or stack object requires immediate interaction.
- Instructions: Deploy acceleration before speculative rummaging when colors are incomplete. Prefer fixing rocks over colorless burst if the next legal plan needs blue, black, and red. Use `Wayfarer's Bauble` to repair missing basics when land drops are uncertain.
- Pilot skill floor: Low.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Bounce Land And Filter Land Discipline
- Priority: Medium
- Decision families: mana
- Cards: Dimir Aqueduct; Izzet Boilerworks; Rakdos Carnarium; Cascade Bluffs; Darkwater Catacombs; Shadowblood Ridge; Ferrous Lake; Coastal Peak; Frostboil Snarl; Foreboding Ruins; Shivan Reef
- Phase windows: Land play and mana payment windows.
- Runtime cues: action:play; action:pay mana; visible lands include bounce, filter, pain, or conditional lands.
- Use when: Choose land sequencing or payment source from visible mana options.
- Avoid when: The legal action text already forces one exact payment source.
- Instructions: Avoid bounce lands if returning the only untapped colored source prevents `Spell Pierce`, `Negate`, `Izzet Charm`, or removal. Keep starter colors for filter lands. Spend pain lands only when life loss does not expose lethal pressure.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Early Engine Commitment
- Priority: High
- Decision families: priority; mana
- Cards: Storm-Kiln Artist; Third Path Iconoclast; Goblin Electromancer; Nightscape Familiar; Stormcatch Mentor; Firebender Ascension; Case of the Ransacked Lab; Cormela, Glamour Thief; Fire Nation Occupation
- Phase windows: Main phases with castable engine pieces.
- Runtime cues: action:cast; visible hand includes engine permanent or cost reducer.
- Use when: Decide whether to commit the first creature, reducer, or enabling permanent.
- Avoid when: Opponent has visible lethal pressure, open interaction is already represented by public stack objects, or the engine cannot be used before likely removal.
- Instructions: Commit fragile engines when they create mana, tokens, cost reduction, or card flow on the same turn or when the table is shields-down. Card text check required for custom or uncertain cards before relying on exact triggers.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Commander Commitment Gate
- Priority: High
- Decision families: priority; combat; mana
- Cards: Fire Lord Azula; Azula, Cunning Usurper; Expedite; Haste Magic; Fae Flight; Ancestors' Aid
- Phase windows: Main phases and combat setup.
- Runtime cues: action:cast Fire Lord Azula; action:cast Azula, Cunning Usurper; legal pump or haste actions visible.
- Use when: Decide whether commander deployment or commander-centered combat is the turn plan.
- Avoid when: Commander would enter without protection, haste, follow-up spell volume, or a combat window that matters.
- Instructions: Treat commander lines as commitment decisions, not automatic plays. Prefer commander deployment when mana remains for interaction or when the same turn can convert into damage, trigger use, or protected pressure. Card text check required for `Fire Lord Azula` and `Azula, Cunning Usurper`.
- Pilot skill floor: High.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Velocity And Discard Choice
- Priority: Medium
- Decision families: selection; priority
- Cards: Demand Answers; Thrill of Possibility; Electric Revelation; Big Score; Unexpected Windfall; Reckless Ransacking; Frantic Search; Discovery // Dispersal; Izzet Charm; Prismari Command
- Phase windows: Main phases, instant-speed priority, and discard prompts.
- Runtime cues: action:cast; prompt:discard; prompt:choose card.
- Use when: Choose whether to cast velocity or select discard costs/loot cards.
- Avoid when: Discarding the only land, answer, or payoff would make the current board unwinnable.
- Instructions: Discard high-cost spells when graveyard access through `Mizzix's Mastery`, `Invoke Calamity`, or `Torrential Gearhulk` is relevant. Keep scarce interaction against visible pressure. Do not cast rummage merely to spend mana while under attack.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Graveyard Payoff Commitment
- Priority: High
- Decision families: priority; selection; mana
- Cards: Mizzix's Mastery; Invoke Calamity; Torrential Gearhulk; Magma Opus; Expansion // Explosion; Electrodominance; Increasing Vengeance
- Phase windows: Main phases, end steps, and priority with graveyard or stack access.
- Runtime cues: action:cast Mizzix's Mastery; action:cast Invoke Calamity; action:cast Torrential Gearhulk; visible graveyard contains instants or sorceries.
- Use when: Decide whether to start the large spell-recursion or copy turn.
- Avoid when: Graveyard hate is visible, mana cannot pay follow-up costs, or public stack interaction makes waiting better than committing.
- Instructions: Start the payoff turn when visible graveyard targets, mana, and stack conditions can produce lethal pressure, decisive control, or overwhelming resources. Count available treasures or untap effects before tapping out.
- Pilot skill floor: High.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Mizzix Target Selection
- Priority: Medium
- Decision families: selection
- Cards: Mizzix's Mastery; Magma Opus; Big Score; Unexpected Windfall; Prismari Command; Chaos Warp; Chain Reaction; Hostile Takeover
- Phase windows: Target-selection prompts for `Mizzix's Mastery`.
- Runtime cues: action:target Mizzix's Mastery
- Use when: Choose a visible graveyard instant or sorcery target for `Mizzix's Mastery`.
- Avoid when: The target list includes multiple different tactical roles and board state determines survival or lethal pressure.
- Instructions: Route target choice through light reasoning unless one visible legal target exists. Prefer decisive spell impact over extra motion when under pressure.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Explosion Opponent Target
- Priority: Low
- Decision families: selection
- Cards: Expansion // Explosion
- Phase windows: Target-selection prompt after `Expansion // Explosion` has already been chosen.
- Runtime cues: action:target opponent Expansion // Explosion
- Use when: The current prompt is target selection for `Expansion // Explosion`, the visible legal action text names `target opponent`, and no alternate target is required by the same prompt.
- Avoid when: The prompt offers creature, planeswalker, self, or multiple target-package choices.
- Instructions: Select the legal opponent target exactly as offered by the action text after the spell line is already committed.
- Pilot skill floor: Low.
- No-API allowed: yes
- Light-model allowed: yes

### Policy: Permission Spending Gate
- Priority: High
- Decision families: interaction; priority
- Cards: Negate; Spell Pierce; Izzet Charm; Pyroblast; Red Elemental Blast; Hydroblast
- Phase windows: Opponent spell or ability on stack.
- Runtime cues: action:cast Negate; action:cast Spell Pierce; action:cast Izzet Charm; action:cast Pyroblast; action:cast Red Elemental Blast; action:cast Hydroblast
- Use when: Decide whether a visible stack object must be countered or answered.
- Avoid when: The stack object is low impact and holding permission protects the payoff turn or survival spell.
- Instructions: Spend permission on graveyard hate, lethal pressure, commander removal, combo interruption, or opposing interaction aimed at `Mizzix's Mastery`, `Invoke Calamity`, `Storm-Kiln Artist`, or a closing spell.
- Pilot skill floor: High.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Removal And Sweeper Triage
- Priority: High
- Decision families: interaction; priority
- Cards: Chain Reaction; Hostile Takeover; Chaos Warp; Crosis's Charm; Maestros Charm; Liliana's Triumph; Sheoldred's Edict; Leadership Vacuum; Toxic Deluge; Abrade; Feed the Swarm; Vandalblast
- Phase windows: Main phases, combat priority, and opponent threat windows.
- Runtime cues: action:cast; visible opposing permanent or attack pressure.
- Use when: Choose spot removal, edict, bounce, or sweeper timing.
- Avoid when: The board is stable and removal is needed to protect a later combo turn from visible hate.
- Instructions: Use sweepers before single-target removal when multiple attackers threaten lethal. Use edicts for protected or single large creatures. Preserve `Chaos Warp` and modal charms for noncreature permanents that stop the deck.
- Pilot skill floor: High.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Combat Trick Commitment
- Priority: Medium
- Decision families: combat; priority; interaction
- Cards: Unleash Fury; Fists of Flame; Blazing Crescendo; Sudden Breakthrough; Expedite; Haste Magic; Ancestors' Aid; Fae Flight
- Phase windows: Declare attackers, declare blockers, combat damage setup, and post-blocker priority.
- Runtime cues: action:cast; visible attacker or blocker controlled by this player.
- Use when: Decide whether to spend pump, evasion, haste, or cantrip combat effects.
- Avoid when: Opponent has visible untapped removal mana or the spell only trades a card for minor damage.
- Instructions: Commit combat tricks when they create lethal commander damage, save a key creature, force a decisive trade, or convert a spell turn into immediate pressure. Card text check required for custom or uncertain trick cards.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Attack And Block Discipline
- Priority: Medium
- Decision families: combat
- Cards: Fire Lord Azula; Azula, Cunning Usurper; Storm-Kiln Artist; Third Path Iconoclast; Cormela, Glamour Thief; Torrential Gearhulk
- Phase windows: Declare attackers and declare blockers.
- Runtime cues: prompt:attack; prompt:block; visible creatures and combat totals.
- Use when: Choose combat declarations from legal attacker or blocker sets.
- Avoid when: The only available creature is a necessary engine and the attack does not affect lethal, planeswalker pressure, or survival.
- Instructions: Preserve engine creatures unless attacking creates immediate lethal pressure or forces a necessary block. Block to protect life total before combo setup when visible pressure creates a two-turn clock.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Mandatory Single Combat Pass
- Priority: Low
- Decision families: combat
- Cards: none
- Phase windows: Combat prompts.
- Runtime cues: action:pass combat
- Use when: The legal action list contains exactly one pass combat action and no attack, block, spell, activated ability, or mana action.
- Avoid when: Any non-pass combat or priority action is visible.
- Instructions: Submit the sole pass combat action.
- Pilot skill floor: Low.
- No-API allowed: yes
- Light-model allowed: yes

### Policy: Turnabout And Big Mana Window
- Priority: High
- Decision families: mana; priority; selection
- Cards: Turnabout; Storm-Kiln Artist; Big Score; Unexpected Windfall; Cormela, Glamour Thief; Electrodominance; Expansion // Explosion; Magma Opus
- Phase windows: Main phases, end steps, and instant-speed priority.
- Runtime cues: action:cast Turnabout; action:choose mode; visible mana sources or treasures.
- Use when: Decide whether an untap, tap, or mana-conversion line enables a decisive spell turn.
- Avoid when: The action spends the turn without a payoff, protection, or survival result.
- Instructions: Use `Turnabout` and treasure-producing spells to bridge into a closing spell or protected recursion turn, not to make unused mana. Route mode choices through light reasoning because visible board and stack context determine the role.
- Pilot skill floor: High.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Modal Charm Selection
- Priority: Medium
- Decision families: selection; interaction
- Cards: Izzet Charm; Crosis's Charm; Maestros Charm; Prismari Command; Ashling's Command
- Phase windows: Modal spell choice prompts.
- Runtime cues: prompt:choose mode; action:choose mode; visible modal actions.
- Use when: Select modes for charms or command-style cards.
- Avoid when: Card text is unconfirmed and the mode text does not appear in Veles legal action labels.
- Instructions: Choose removal or counter modes for survival and stack protection; choose draw, loot, or treasure modes when stable and building toward payoff. Card text check required for `Ashling's Command` if exact modes are not shown.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Sideboard Plan Selection
- Priority: High
- Decision families: sideboard
- Cards: Pyroblast; Red Elemental Blast; Hydroblast; Feed the Swarm; Vandalblast; Abrade; Toxic Deluge; Dauthi Voidwalker; Grafdigger's Cage; Pithing Needle
- Phase windows: Between games after sideboarding is legal.
- Runtime cues: prompt:sideboard; matchup label; opponent colors or public game evidence.
- Use when: Choose a legal 10-card Veles sideboard plan or generated swap plan.
- Avoid when: Proposed plan cuts more main-deck copies or adds more sideboard copies than registered.
- Instructions: Add blasts for blue or red stack fights, `Feed the Swarm` for enchantment problems, artifact hate for artifact engines, `Toxic Deluge` for creature pressure, and graveyard hate when opponent graveyard use was visible. Keep enough velocity, mana, and closers.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes

### Policy: Hate Piece Deployment
- Priority: Medium
- Decision families: interaction; priority
- Cards: Dauthi Voidwalker; Grafdigger's Cage; Pithing Needle; Vandalblast; Abrade; Feed the Swarm
- Phase windows: Main phases and opponent engine windows.
- Runtime cues: action:cast Grafdigger's Cage; action:cast Dauthi Voidwalker; action:cast Pithing Needle; action:cast Vandalblast; action:cast Abrade; action:cast Feed the Swarm
- Use when: Sideboard hate is legal and opponent public information shows graveyard, activated-ability, artifact, or enchantment dependence.
- Avoid when: Hate also blocks this deck's immediate `Mizzix's Mastery`, `Invoke Calamity`, or graveyard plan and the opponent engine is not active.
- Instructions: Deploy hate before the opponent's engine turn when it does not disable the chosen Fire Lord Azula plan. Use removal hate reactively when a visible permanent is already stopping the deck.
- Pilot skill floor: Medium.
- No-API allowed: no
- Light-model allowed: yes
