Restructure balancing docs into docs/balancing/

Split the cluttered progression_design.md and content_design.md into
separated documents by role:

- docs/balancing/rules.md    - design rules and principles (moved from
                               progression_design.md, which is removed)
- docs/balancing/targets.md  - the chosen base numbers: run shape,
                               factory curve, threat ladder (achieved
                               values adopted), combat anchors, pacing
                               anchors
- docs/balancing/derived.md  - current tuned state of all derived
                               numbers, mirroring the configs
- docs/balancing/process.md  - pass order, tuning discipline learned in
                               arena rounds 1-5, tools, next-round
                               checklist
- docs/balancing/history.md  - chronological record: decisions, numbers
                               pass, calculator bugs, arena rounds,
                               pacing pass
- docs/balancing/README.md   - index, status, open action items (moved
                               from progression_design.md)

content_design.md slims back down to actual content: footprint gating,
hull grids, gating matrix (module names updated to railguns), and the
production tree structure with its fiction - numbers, anchors, arena
logs, and pacing all moved to docs/balancing/. Stale references in the
config comments updated to the new locations.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01DyCu8vwChKMbLJQ3xosYEN
This commit is contained in:
2026-07-06 17:12:25 +02:00
parent dcc6af123f
commit b4fa3e6dff
10 changed files with 604 additions and 543 deletions

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# Balancing Documentation
Everything about balancing Dota Factory, separated by role:
- **[rules.md](rules.md)** — the design rules and principles. Timeless;
changes only when the design changes.
- **[targets.md](targets.md)** — the base numbers (roots/anchors) chosen
by design. Change these first; everything else re-derives.
- **[derived.md](derived.md)** — the current tuned state of all derived
numbers, mirroring the configs. Updated whenever configs change.
- **[process.md](process.md)** — how balancing is done: the pass order,
tuning discipline, tools, and the checklist for the next round.
- **[history.md](history.md)** — chronological record of decisions,
findings, bugs, and arena rounds.
Related: game content (hull grids, footprint gating, tree design and
fiction) in [../content_design.md](../content_design.md); rules with
REQ-* ids in [../requirements.md](../requirements.md).
## Status
First full balancing round complete (2026-07-06): targets → tree →
numbers → threat-calculator parity → combat stats (arena-converged) →
pacing. Next step: full-game playtests against the run-shape targets in
`targets.md`.
## Open action items
Agreed changes that require edits to `requirements.md`, the code, or the
configs. Completed items are removed (their outcomes live in
`requirements.md`, `history.md`, and the git history).
1. **Fill unfillable schematic slots with artifacts.** With duplicates
removed, the schematic drop pool can run dry — previously unreachable.
Decision: every slot in the choice dialog that cannot be filled with a
schematic because the eligible pool is exhausted is filled with an
artifact option instead (in addition to any artifact option granted by
the regular artifact roll). A push therefore always awards a full
dialog. Update REQ-DEF-SCHEMATIC-DROP.
2. **Confirm wave scaling in playtests.** `threat_rate_formula` is the
only time-scaling axis; verify the tuned curve (see `derived.md`)
produces the intended difficulty race in real runs.
3. **Gate shortcut-recipe drops on their inputs.** Extend the assembler
recipe schematic pool eligibility in REQ-DEF-SCHEMATIC-DROP: in
addition to the existing station-level and output-item checks, all of
the recipe's input item types must be implicitly unlocked as well.
4. **Resource deposits.** Add a terrain deposit layer per the Resource
deposits rules (`rules.md`): deposit patches generated in expansion
columns (deterministic content per expansion, randomized placement
within the new columns), deposit rendering, and a miner condition (a
resource recipe is selectable only if the miner's footprint overlaps
at least one matching deposit tile). Touches REQ-BLD-MINER ("every
asteroid tile is equivalent" no longer holds),
REQ-GW-ASTEROID-EXPAND / REQ-EXP-*, `world.toml`, and `visuals.toml`.
Until this lands, quartz mines anywhere and the mid-game is
knowledge-gated only.

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# Derived Values (current tuned state)
Everything here is derived from `targets.md` under the rules in
`rules.md`, and mirrors the config files. Item threats, ship threats,
ratios, and belt checks are verified by `tools/threat_report.py` — re-run
it after any recipe or material change and update this file when values
move. Combat stats were tuned empirically against the arena suite in
`bin/balancing/data/balancing.toml` (round-by-round record in
`history.md`).
## Economy constants
- `scrap_per_threat = 0.25` — 1 scrap per 4 threat destroyed (a cruiser
kill drops ~59 scrap); threat(scrap) = 4.
- Scrap smelting: 1 scrap → 1 iron_ingot, 1 s — deliberately
value-losing; reprocessing is the value-preserving path.
- Reprocessing: 4 scrap per cycle, 4 s; full-pool weights iron_ingot 30 /
copper_ingot 30 / silicon 20 / voidsteel 20 → threat(voidsteel)
= (4·4 + 4)/0.2 = 100.
- `scrap_despawn_seconds = 120` (a capital kill drops hundreds of scrap,
collected one per salvage cycle).
## Recipes and item threats
(dur in seconds; threat is per output unit)
| item | recipe | dur | out | threat |
|---|---|---|---|---|
| iron_ore / copper_ore | miner | 1 | 1 | 1 |
| quartz | miner (deposit) | 2 | 1 | 2 |
| iron_ingot | 1 iron_ore | 1 | 1 | 2 |
| copper_ingot | 1 copper_ore | 1 | 1 | 2 |
| silicon | 1 quartz | 2 | 1 | 4 |
| steel_plate | 2 iron_ingot | 3 | 1 | 7 |
| copper_wire | 1 copper_ingot | 1 | 2 | 1.5 |
| copper_coil | 2 copper_wire | 1.5 | 1 | 4.5 |
| building_block | 2 steel_plate | 2 | 4 | 4 |
| control_chip | 1 silicon + 2 copper_wire | 5 | 1 | 12 |
| capacitor_bank | 2 copper_coil + 1 silicon | 5 | 1 | 18 |
| hardened_steel | 3 steel_plate | 12 | 1 | 33 |
| ceramic_plate | 2 quartz | 4 | 1 | 8 |
| drive_unit | 2 steel_plate + 2 copper_coil + 1 control_chip | 8 | 1 | 43 |
| voidsteel_plate | 1 voidsteel + 1 hardened_steel | 8 | 1 | 141 |
| capital_core | 2 voidsteel + 1 capacitor_bank + 1 control_chip | 10 | 1 | 240 |
Shortcut recipes (drop-only; item threat stays defined by the base path
via the max rule): `shortcut_steel_plate` 3 iron_ore → 1 plate (2 s,
level 1), `shortcut_control_chip` 2 quartz → 1 chip (4 s, level 2),
`shortcut_hardened_steel` 4 iron_ingot → 1 hardened (8 s, level 2).
Ratio curve realized: t1 all 1:1 (miner:smelter); t2 clean 2:3
(ingot→plate, wire→coil); t3 strange — 2:5 (silicon→chip), 3:5
(coil→capacitor), 3:4 (plate→hardened, plate→drive); t4 inverted 3:2
(hardened→voidsteel_plate). Belt check: worst input demand 1.33 items/s,
under the ~2/s single-belt cap everywhere.
## Module prefabs
(contribution = item threat + module production time)
| module | recipe | dur | mod. time | contribution |
|---|---|---|---|---|
| railgun_s | 1 copper_coil | 1 | 1 | 6.5 |
| salvager | 1 steel_plate + 2 copper_wire | 2 | 1 | 13 |
| repair_tool | 1 steel_plate + 2 copper_wire | 2 | 1 | 13 |
| armor_plates | 4 steel_plate | 3 | 1 | 32 |
| maneuvering_thrusters | 1 steel_plate + 1 copper_coil | 2 | 1 | 14.5 |
| sensor_booster | 2 copper_wire + 1 copper_coil | 2 | 1 | 10.5 |
| afterburner | 2 copper_coil + 1 steel_plate | 3 | 1 | 20 |
| weapon_stabilizer | 1 steel_plate + 1 copper_coil | 2 | 1 | 14.5 |
| weapon_primer | 1 capacitor_bank + 1 copper_coil | 4 | 2 | 28.5 |
| weapon_upgrade | 1 control_chip + 1 copper_coil | 4 | 2 | 22.5 |
| railgun_m | 1 capacitor_bank + 2 steel_plate + 1 copper_coil | 4 | 3 | 43.5 |
| drone_bay | 1 control_chip + 2 steel_plate + 1 copper_coil | 4 | 3 | 37.5 |
| railgun_l | 1 capacitor_bank + 2 hardened_steel + 1 ceramic_plate | 6 | 4 | 102 |
| drone_hangar | 1 voidsteel_plate + 2 control_chip + 1 drive_unit | 10 | 6 | 224 |
## Ships
(fitted = hull item + ship base time + default loadout; the default
loadouts are the `default_modules` used by enemy waves and are
geometry-validated against the hull grids)
| ship | hull recipe | dur | base | default loadout | fitted |
|---|---|---|---|---|---|
| drone | 1 iron_ingot | 1 | 1 | railgun_s | 10.5 |
| frigate | 2 steel_plate + 1 copper_wire | 2 | 2 | 2× railgun_s, maneuvering_thrusters | 47 |
| destroyer | 3 steel_plate + 2 copper_coil | 4 | 3 | 3× railgun_s, armor_plates, sensor_booster | 99 |
| cruiser | 2 hardened_steel + 2 control_chip | 6 | 4 | 2× railgun_m, armor_plates, maneuvering_thrusters | 233.5 |
| battlecruiser | 3 hardened_steel + 2 control_chip + 1 drive_unit | 8 | 5 | 3× railgun_m, armor_plates, 2× railgun_s | 354.5 |
| battleship | 3 voidsteel_plate + 1 drive_unit + 2 control_chip | 10 | 6 | railgun_l, 2× railgun_m, weapon_stabilizer, 2× railgun_s | 722.5 |
| dreadnought | 5 voidsteel_plate + 1 capital_core + 2 drive_unit | 12 | 8 | 3× railgun_l, 4× armor_plates, railgun_s | 1491.5 |
| carrier | 5 voidsteel_plate + 1 capital_core + 2 drive_unit | 12 | 8 | drone_hangar, 2× railgun_m, 2× armor_plates, sensor_booster | 1436.5 |
## Combat stats
(arena-converged, 2026-07; see `history.md` rounds 15)
**Weapons:** railgun_s 2 dmg × 2.0 Hz (4.0 DPS), range 50 m;
railgun_m 14 × 1.5 (21), range 70; railgun_l 52 × 0.8 (41.6), range 100.
**Hull HP** (15/threat prior + empirical trims): drone 60, frigate 300,
destroyer 550, cruiser 1500, battlecruiser 2400, battleship 6300,
dreadnought/carrier 24000.
**Mobility ladder** (speed m/s | main accel | maneuvering | angular |
max rot): drone 45|60|30|12|6, frigate 35|45|22|8|4,
destroyer 30|35|18|6|3, cruiser 24|25|12|4|2, battlecruiser 20|20|10|3|1.5,
battleship 15|14|7|2|1, dreadnought/carrier 10|8|4|1|0.5.
Sensors: 150/200/220/250/260/280/300/350 m.
**Other modules:** armor_plates +1200 HP; repair_tool 9 HP × 1 Hz,
range 80; salvager range 60, cargo 20, 0.5 collections/s; afterburner
×1.6 speed +60 accel; maneuvering_thrusters ×1.2 speed +10 maneuvering;
sensor_booster +50 m; weapon_upgrade ×1.2 damage; weapon_primer ×1.2
rate; weapon_stabilizer ×1.3 range ×0.8 rate.
**Stations:** HQ 5000 HP. Player station 3000 HP, 25 dmg × 1 Hz,
range 120, scrap 40. Enemy station: 3000+1500x HP, 25+12x dmg,
1.0+0.1x Hz, range 120, scrap 40+30x (x = push level).
## Pacing
**Unlock ladder** (level → unlocks; ← marks `unlock_requires`; starting
set at 1: drone, frigate, railgun_s, salvager, building_block recipe):
| level | ships | modules | recipes |
|---|---|---|---|
| 0 | destroyer | repair_tool, armor_plates | |
| 1 | | maneuvering_thrusters, sensor_booster | shortcut_steel_plate |
| 2 | cruiser | railgun_m, afterburner | shortcut_control_chip, shortcut_hardened_steel |
| 3 | | weapon_stabilizer | |
| 4 | battlecruiser ← cruiser | weapon_primer, weapon_upgrade | |
| 5 | | drone_bay | |
| 6 | battleship ← battlecruiser | railgun_l ← railgun_m | |
| 8 | dreadnought ← battleship | | |
| 9 | carrier ← battleship | drone_hangar | |
Level 0's pool has exactly three entries (a full first dialog). Level 2
is the quartz gate: cruiser and railgun_m are the first schematics whose
chains reach quartz; the shortcut outputs only become implicitly
unlocked alongside them, so shortcuts cannot drop early.
**Threat rate** `2*x + 0.15*x*x` (x = boss cycle counter), against the
factory-size curve with ~half the player's output assumed military:
| cycle x | rate (threat/s) | player military (≈ curve/2) |
|---|---|---|
| 2 | 4.6 | ~12 |
| 6 | 17.4 | ~30 |
| 15 | 63.8 | ~60 |
| 20 | 100 | ~75 |
| 24 | 134 | — |
**Economy:** `starting_building_blocks = 200`; expansion cost formula
`300 + 50*x + 10*x*x` (x = expansions already purchased: ~1 affordable
per cycle mid-game at ~1/3 of block income, stretching to 23 cycles
late — quadratic so costs outrun the roughly linear block income
gradually, never with a hard wall); `artifact_win_count = 5` with
`artifact_chance_formula = 0.05*x`. Building costs: belt 2, splitter 3,
tunnels 5, miner 15, smelter 20, assembler 35, reprocessing plant 40,
salvage bay 25, shipyard 60 — averaging ≈18 blocks per placed building
(belts included), which meets the 4-minute doubling target at block
threat 4.

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# Balancing History
Chronological record of the balancing work: what was decided, what was
found, what changed. Current values live in `derived.md`; this file
explains how they got there.
## 2026-07-02/03 — rules and structural decisions
- Rules document written (now `rules.md`): ratio curve, shortcut
recipes, refactorability, cost archetypes, threat model, growth curve.
- Scrap derived from threat (`scrap_per_threat`), replacing authored
per-ship scrap drops; scrap threat became the constant
`1/scrap_per_threat`, removing the old min-scrap_drop derivation and
its circularity.
- Duplicate schematic drops removed (no level-ups); ship/module levels
removed entirely — all time scaling lives in the threat rate, push
scaling stays on stations. Mk2 upgrade recipes noted as the future
per-item progression.
- Growth-curve rules added: escalating expansion costs, designed
doubling time, growth limited by economy not waiting; resource
deposits designed (deposit-gated mid resource in expansion territory).
- Production tree v2 decided: iron/copper everywhere (M-type asteroid),
quartz in geodes (mid), voidsteel battle-forged from scrap (late);
titanium dropped; lasers renamed to railguns, lasers reserved as a
future weapon type.
## 2026-07-03 — targets, tree, numbers
- Balancing targets fixed: ≤2 h run, phases 15/614/15+, factory curve
25/60/120/150, threat ladder, 25-ship swarm, block roots.
- Tree structure drafted and numbers computed (recursive threat
calculator); ratio curve realized; fitted ships within 96124% of the
strawman ladder (small end hot from fixed chain overhead — ladder
later adopted the achieved values).
- **Rule bugs found by the numbers work:** the scrap→ingot smelter
recipe would inflate basic materials via the max rule (fixed:
scrap-consuming recipes are threat fallback only); recipe output
amounts were ignored (fixed: per-unit division); items downstream of
reprocessing-only items never resolved (fixed: fixpoint resolution);
a shortcut recipe resolving earlier than the base path silently
underpriced items (fixed: commit only when all eligible recipes are
computable). All four fixed in `ThreatCostCalculator` with tests, and
implemented in `tools/threat_report.py`.
- v2 tree written into the configs; `default_modules` loadouts
geometry-validated (the numbers-pass loadouts for battlecruiser and
dreadnought were geometrically impossible — L-modifiers don't fit
beside full gun complements; corrected loadouts landed closer to the
ladder).
## 2026-07-04 — combat stats, arena rounds 15
Initial stats derived from the anchors (weapon DPS ≈0.6/threat flat,
hull 15 HP/threat, armor 20/threat, repair 2 HP/s/threat, station
range 200).
- **Round 1:** concentrated fleets won all equal-threat cross-tier
matchups flawlessly; glass beat armored; repair escort flawless; two
stations shrugged off a 3× swarm. Changes: concentration tax on m/l
gun damage (railgun_m 17→14, railgun_l 70→52), armor 640→1000,
repair 25→12, station range 200→120. (Team-1 "bias" in mirrors later
shown to be noise.)
- **Round 2 (EHP-margin logging added):** battleship +33% while
dreadnought 37% (stabilizer range + opposing armor); glass still
+11%. Changes: stabilizer range ×1.5→×1.3; per-hull trims introduced
(BC 2700→2500, BS 7500→7000, DN/CV 15500→19000).
- **Round 3 (narrow lanes — geometry fixed into the fixture):**
DN closed to 11%, BS +22%, swarm flipped to +14% over cruisers,
glass +12% third time. Changes: armor 1000→1200, BC 2500→2000,
BS 7000→6300, DN/CV 19000→22500.
- **Round 4:** glass-vs-armored resolved (+3% armored); noise floor
established (~±10%/run: BS ignored a 10% EHP cut; repair drifted
14→24% untouched). Convergence policy adopted: two-round signals only,
±20% converged. Changes: BC 2000→2200, DN/CV 22500→24000; BS +23%
accepted as doctrine texture (mechanical range edge vs. pure small
fleets).
- **Round 5 (durations logged; end-condition bug fixed upstream):**
TTK anchor validated (mirrors 23/71/95 s; DN-vs-swarm 214 s outlier
accepted); dreadnought +3%, everything else inside band. Final
changes: BC 2200→2400, repair 12→9 (persistent +24% escort margin).
**Combat pass declared converged.**
## 2026-07-05/06 — pacing pass
- Unlock ladder set (starting set drone/frigate/railgun_s/salvager;
quartz gate at level 2; capitals at 89 with `unlock_requires`
chains); threat rate `2*x + 0.15*x*x`; starting blocks 1000→200;
expansion 400 flat pending the cost formula; artifacts 3→5.
- **Bug found:** the building_block recipe was silently locked at game
start (building blocks appear in no schematic's materials, so implicit
unlocking could never reach the recipe) — fixed with an explicit
`unlock_at_station_level = -1`.
- Expansion cost formula implemented and set (`300 + 50*x + 10*x*x`):
quadratic, so costs outrun the roughly linear block income gradually
— ~1 expansion per cycle mid-game, 23 cycles apart late.
- **First full balancing round complete.** Next: full-game playtests
against the run-shape targets.

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# Balancing Process
How balancing is done in this project: the pass order, the tuning
discipline, and the tools. Refer to this when starting the next
balancing round.
## The pass order
Each pass depends on the ones before it; a change in an earlier pass
invalidates the later ones (but not vice versa). Redo from the earliest
pass whose inputs changed.
1. **Targets** (`targets.md`) — choose the root numbers: run shape,
factory curve, threat-cost ladder, fleet size, block roots, combat
anchors, pacing anchors. These are design decisions, not
measurements. Everything else is derived from them.
2. **Tree structure** (`../content_design.md`) — items, chains,
what-consumes-what, per the production tree rules (one input per
phase transition, generic parts, archetypes, refactorability).
Structure only, no quantities.
3. **Numbers** (`derived.md`, recipes/materials in the configs) —
quantities and durations so every fitted ship sums to its ladder
value, the ratio curve is realized, and the belt/buffer guardrails
hold. Verified computationally by `tools/threat_report.py`.
4. **Calculator/tooling parity** — the game's `ThreatCostCalculator`
and `tools/threat_report.py` must produce identical values; the
Python tool is the design reference. Any semantic change to
REQ-THREAT-* needs both updated plus tests.
5. **Combat stats** (arena-driven) — derive stats from the combat
anchors, then iterate against the arena suite
(`bin/balancing/data/balancing.toml`) until equal-threat matchups are
near-draws. Threat costs are stat-independent, so arena ship counts
stay valid across stat changes.
6. **Pacing** — unlock ladder, `unlock_requires` edges, threat rate,
block/artifact/expansion values, per the pacing anchors.
Then: **full-game playtests**, which are the only check for the pacing
pass and feed back into targets.
## Tuning discipline (learned in arena rounds 15)
- **Change anchors, not symptoms.** When a class of results is off,
adjust the anchor that explains all of them (e.g. the concentration
tax) rather than individual stats.
- **Fewest knobs per round.** Attribution dies when many knobs move at
once. Prefer one anchor change plus its mechanical compensations.
- **Shared vs. local knobs.** Guns and module stats are shared across
many hulls — changing them moves many matchups. Per-hull HP moves
exactly one matchup; it is the designated per-ship trim knob on top of
the HP-per-threat prior.
- **Mind the ride-alongs.** A module buff lands on every default loadout
containing it (e.g. an armor buff strengthens the destroyer swarm that
opposes the dreadnought). Compute the net effect per matchup before
choosing step sizes.
- **Two-round signal policy.** Single arena runs re-roll by ~±10% EHP
margin; a margin inside ±20% counts as converged for v1. Only act on
signals that persist across two rounds.
- **Arena geometry is part of the fixture.** Lane width/height changes
the results (full engagement vs. fleets slipping past); margins are
only comparable within the same geometry.
- **Accept mechanical texture.** Not every deviation is a bug: a margin
that survives a stat change is mechanical (usually range/kiting under
the orbit AI) and may be desirable doctrine texture. Document the
acceptance in `targets.md` instead of chasing it.
- **Range is the strongest stat** under the orbit AI — free approach
fire. Price range modifiers conservatively; station dominance is
controlled via range, not HP.
## Tools
- `tools/threat_report.py` — item threats, module contributions,
hull/fitted ship threats, producer:consumer ratios, belt feasibility;
reads the real configs. The design reference for threat semantics.
- `tools/verify_recipes.py` — recipe tree closure, visuals coverage,
orphans, reprocessing-only items.
- `tools/verify_layouts.py` — module footprint gating matrix per hull.
- **Balancing tool** (`balancing` target) — parallel arena simulation of
`bin/balancing/data/balancing.toml`; logs winner, surviving counts,
team EHP %, and fight duration per arena. The suite covers: class
mirrors (expect near-mutual annihilation, symmetric winners),
equal-threat cross-tier matchups (expect near-draws — power-per-threat
made empirical), a 2:1 decisiveness check, doctrine matchups
(armored-vs-glass, repair-escort), and station assault.
## Checklist for the next balancing round
1. Pull; run `verify_recipes.py`, `verify_layouts.py`,
`threat_report.py`; compare against the tables in `derived.md`.
2. If recipes/materials changed: re-check fitted threats vs. the ladder
in `targets.md`; update arena suite ship counts if fitted values
moved.
3. Run the arena suite; read EHP margins and durations against the
expectations noted in `balancing.toml` and the anchors.
4. Apply changes per the tuning discipline (two-round signals only);
record the round and its knob changes in `history.md`.
5. Update `derived.md` where values moved; if an anchor moved, update
`targets.md` and state why.
6. Commit and push (the review workflow reads the remote).

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# Balancing & Progression Rules
Rules and principles that govern the production tree, progression pacing,
and balancing. This document contains **rules only** — the chosen base
numbers live in `targets.md`, everything derived from them in
`derived.md`, and the concrete content in the config files and
`../content_design.md`. All of those must follow the rules stated here.
## Player-experience goals
What each phase of a run should feel like:
- **Early:** learning belts and ratios with forgiving chains. The building
block economy is the main constraint; the player bootstraps a
self-sustaining factory from the starting stock.
- **Mid:** deeper chains, the first real ratio puzzles, and the first
meaningful drop decisions (which schematic, when to push).
- **Late:** combat feeds the factory — capital production requires salvage.
Progress means extending and refactoring the existing factory, not
rebuilding it. Strange ratios are deliberate optimization puzzles.
Overarching: an experienced player gains efficiency through **knowledge**
layout foresight, understanding chains, exploiting shortcut recipes — never
through hidden mechanics. An inexperienced setup should not cost much more
than an experienced one; experience pays off in how easily the factory
adapts later (see Refactorability).
## Resource phases
- A run has exactly **four base inputs**:
1. Two mined resources available from the start, minable on **every**
asteroid tile.
2. A third mined resource unlocked mid-game, minable **only on deposit
patches** found in expansion territory (see Resource deposits).
3. A fourth input unlocked late-game, obtainable **only** from
reprocessing salvaged scrap.
- The fourth input is the core loop hook: capital ship production requires
fighting (salvaging and reprocessing), not just mining.
- Every gating has a fictional reason (concrete fiction in
`../content_design.md`): the asteroid is a metal-rich body, so its bulk
rock is minable anywhere; the mid resource sits in rare pockets; the
late input is battle-forged — created only in the violence of ship
destruction, which is why any wreck (including the player's own)
yields it and no foundry can make it.
- The mid resource is **dual-gated**: schematics (knowledge, via drops)
and territory (deposits, via expansions). Tuning must guarantee the
deposit-bearing expansion is comfortably affordable by the time the
first mid-tier schematics drop, or those drops are dead picks.
- There is no direct "resource unlock" mechanism. Miner recipes unlock
**implicitly** (REQ-LOCK-IMPLICIT) when some unlocked schematic's material
chain reaches that resource. Resource pacing is therefore controlled
through the `unlock_at_station_level` values of ships, modules, and
assembler recipe schematics — and the content must guarantee that the
chains actually connect (a mid-game schematic must require an item whose
chain reaches the mid resource, or it never unlocks).
### Resource deposits
- **Rule: freedom first, geography later.** The starting resources are
minable everywhere, so the player has full layout freedom while
learning. Later mined resources are bound to deposit patches — fixed
geography as a layout puzzle, introduced once the player is competent.
- **Rule: deposits exist only in expansion territory.** Expansions buy
space *and* access to resource tiers — the second leg of the growth
curve (see Building block economy).
- **Rule: patch area is the throughput cap.** Deposits never deplete but
are finite in area; the number of deposit tiles caps how many miners
the chain supports. Buying deeper expansions raises the throughput
ceiling of high-tier chains.
- **Rule: no empty expansions.** Deposit content per expansion is
deterministic and config-defined; only the placement within the new
columns is randomized. Buying an expansion never rolls "nothing".
- **Rule: mining is binary.** A miner whose footprint overlaps at least
one deposit tile of a resource can select that resource's recipe; no
partial-coverage rate scaling.
- Deposits arrive at the periphery (expansions add columns on the left),
so each new chain starts in fresh space — supporting the
refactorability property — and high-tier chains have the longest belt
runs to the shipyards, escalating the logistics puzzle with tier.
## Production tree rules
### Structure
- **Each phase transition adds exactly one new base input chain.** A base
input is a bottom-level resource entering the factory from outside — a
mined resource or the scrap-only input. The early game starts with two
ores as the baseline; the transition to mid adds one (the deposit-bound
mid resource), the transition to late adds one (the scrap-only input).
No transition ever introduces more than one unfamiliar bottom-level
chain, so the factory grows in one direction at a time.
- **Intermediates are generic shared parts.** Keep the item count low —
modules and hulls of a tier draw from a shared pool of that tier's and
lower tiers' intermediates rather than each having bespoke inputs.
- **Thematic naming over thematic items.** Inputs should be plausible for
what the recipe produces (crystals for lasers, heat sinks for bigger
lasers). Achieve this through naming and chain membership, not by adding
item types: rename a generic part, don't add a parallel one.
### Ratios
- **Ratio "niceness" degrades with tier.** The producer:consumer ratios
needed for 100% throughput follow a curve:
- Tier 1 (ore → basic material): trivially nice (e.g. 1:1 or 1:2
miner:smelter).
- Tier 2: slightly complex but still clean (e.g. 2:3).
- Higher tiers: increasingly strange ratios, as deliberate optimization
puzzles.
- Exceptions in both directions are allowed when there is a reason — a
clean late chain as a breather, an odd early chain as a teaser — but the
curve is the default.
### Shortcut recipes
- Some strange chains get a **shortcut recipe**: an explicitly unlockable
assembler recipe schematic (`unlock_at_station_level ≥ 0`, drop-only per
REQ-LOCK-EXPLICIT) that skips a step (e.g. t1 → t3 directly) and yields
nice ratios for a chain whose base path is strange.
- **Not every strange chain gets a shortcut.** Some strangeness is
permanent; the absence of a fix is a valid design choice.
- **Shortcuts drop only for known chains.** A shortcut recipe enters the
drop pool only when both its input items and its output item are
already unlocked (in addition to the station level check). The player
is never offered a shortcut for a chain they have not built yet. The
output-item half of this check already exists in
REQ-DEF-SCHEMATIC-DROP; the input half is an open action item (see
`README.md`).
- **Shortcuts are pure rewards, never balance factors.** An item's threat
value is the *maximum* across its producing recipes (REQ-THREAT-ITEM), so
unlocking a cheaper recipe does not lower the item's threat accounting —
the player gains real factory efficiency without their ships being
valued cheaper and without enemy wave budgets shifting. Consequently:
**balance every chain around its base (expensive) path**; the shortcut's
savings define the size of the reward.
### Refactorability
- **Rule (the property):** unlocking the next tier or size of a thing must
be a *local edit* of the existing production line — adding assemblers
and belts, or replacing a machine or two in place — never a rebuild of
the line.
- **What this buys the player:** foresight pays off in space, not blocks.
An experienced player leaves a little slack in the middle of a line,
knowing the next size or tier upgrade means tearing out one assembler
and a few belts there and inserting the new step — plus maybe swapping
a recipe or two elsewhere — while the rest of the line keeps running
untouched.
- **Default technique:** the bigger version introduces one new intermediate
that is produced from a subset of the smaller version's inputs (possibly
plus one additional low-tier material), and otherwise reuses the smaller
version's inputs. Existing lines keep running and feed the new
intermediate's assemblers.
- The property is the rule; the technique is only the default. It may be
broken where it fights thematic plausibility, as long as the property
still holds.
## Cost archetypes
Every item has two cost knobs: **material quantity** and **cycle time**.
Both feed the threat value identically (threat = recursive
production-seconds, REQ-MOD-THREAT), so the split between them does not
change what an item is *worth* — it changes what kind of **factory
pressure** it creates:
- **Material-heavy, fast** (e.g. armor plates): simple items; stress belt
throughput, splitter logistics, and miner/smelter counts.
- **Time-heavy, lean** (e.g. shield modules): technically complex items;
few inputs — possibly higher-tier ones — but long cycles; stress
assembler counts and parallelization.
**Rule:** each module family commits to a clear archetype, so factories
supporting different fleet doctrines feel structurally different to build.
## Threat model (balancing backbone)
- Threat cost = total recursive production-seconds (REQ-MOD-THREAT). One
factory-second equals one threat; player output and enemy wave budgets
are denominated in the same currency.
- **Rule: combat power per threat is roughly constant** across all ships,
modules, and tiers. Higher tiers are better per *ship* and per *module
slot*, not per invested factory-second — their advantage is
concentration (fewer, bigger things; slot geometry per
`../content_design.md`) and qualitative capabilities, not a better
exchange rate. Deviations from this rule are deliberate and documented.
- **Difficulty race:** the enemy threat rate (`threat_rate_formula`) is
tuned against the factory output (threat/s) achievable by a competent
player — slightly below it early, crossing above it eventually. The game
is endless; enemy scaling must ultimately outpace any factory, and
player skill shifts *when*, not *whether*.
- **All time scaling lives in the threat rate** — waves get bigger, ships
of a given schematic never get individually stronger. There is no ship
level dimension: stat formulas are plain values, and per-ship level
scaling does not exist. Push scaling on enemy defence stations is the
separate, player-triggered difficulty axis and keeps its level formulas.
## Unlock & drop pacing
- **Starting set rule:** the schematics unlocked at game start
(`unlock_at_station_level = -1`) must be exactly enough to reach the
first push unaided — a functioning block loop, small hulls, a basic
weapon, and the salvage loop. Nothing more.
- The `unlock_at_station_level` ladder mirrors the resource phases:
mid-tier hulls/modules/recipes at low station levels, capital content at
higher levels. A schematic must not become available before the chains
its materials need can be unlocked alongside it.
- **Schematics can require other schematics.** Beyond the station-level
gate, a schematic (ship, module, or assembler recipe) may list
prerequisite schematics (`unlock_requires`, REQ-LOCK-PREREQ) that must
already be unlocked before it enters the drop pool — e.g. the medium
gun requires the small gun; a future Mk2 requires its base version.
Station level gates the earliest *when*; prerequisites gate the
*order*, keeping drop offers coherent with what the player already
owns.
- **No duplicate drops.** Ship and module schematics leave the drop pool
once owned, exactly as assembler recipe schematics already do. There are
no schematic level-ups; player power grows through unlock breadth and
factory scale only, which keeps power-per-threat exact on both sides.
The pool therefore shrinks over a run and late pushes increasingly offer
artifacts — intended: the late game is a race for the win condition.
Per-item progression may return later as Mk2 upgrade recipes (see Future
work), never as free level-ups.
- **Artifacts trade power for progress.** Artifact options compete with
schematic picks in the same choice dialog; the artifact chance must be
tuned so that taking one is a real decision (giving up an unlock), not
automatic in either direction.
## Scrap & reprocessing economy
- Scrap is the bridge from combat back into the factory, with two sinks:
**smelting** (same basic materials as ore — the safe, boring option) and
**reprocessing** (probabilistic higher intermediates, including the
late-game input — the gamble that eventually becomes mandatory).
- The reprocessing output pool renormalizes over implicitly unlocked items
(REQ-LOCK-REPROCESSING-POOL), so its output quality improves
automatically as the run progresses. **Rule:** weights are authored for
the *fully unlocked* pool state; early-game behavior falls out of
renormalization for free and needs no separate staging.
- **Rule: ship scrap drops are derived, never authored.** A destroyed ship
drops `threat cost × scrap_per_threat` (a `world.toml` key), with the
threat cost computed from its actual hull plus installed modules
(REQ-MOD-THREAT) — a kitted-out ship drops more scrap than a bare hull
automatically. `ships.toml` carries no scrap value. Defence stations are
the exception: they keep authored `scrap_drop_formula`s, because pushing
rewards are tuned independently of ship production costs.
- Consequence: the threat value of scrap is the constant
`1 / scrap_per_threat` (REQ-THREAT-SCRAP). The former min-`scrap_drop`
schematic derivation and its potential circularity are gone.
- **Rule:** the late-game input's income rate meaningfully gates capital
production — unlocking a capital hull must not mean spamming it; the
input trickles in slowly enough that every capital ship is a noticeable
investment. The tuning target is relative, not absolute: assume a
reference player who destroys and salvages roughly the threat the game
spawns ("fighting at parity"), and tune `scrap_per_threat`, the
reprocessing weights, and capital material costs so that this player
affords roughly N capital ships per boss cycle. An absolute income rate
would be meaningless (income depends entirely on how much the player
fights) and would not self-scale; per boss cycle, the target tracks the
threat rate as it steps up.
## Building block economy
- Building blocks are the only global currency and the early game's
central constraint. The early game is a bootstrap problem: convert the
starting stock into a self-sustaining block loop before the first waves
bite.
- **Rule:** the starting stock suffices for a minimal block loop plus the
first shipyard — with a little slack for beginner mistakes, but not
enough to skip the loop entirely.
- **Rule: the growth curve lives here.** A saturated building produces
exactly 1 threat/s, so the player's output curve *is* their
building-count curve — shaping growth over a run means shaping the
block and space economy, there is nowhere else it can live. Intended
shape: exponential bootstrap (block-limited) → ramp
(expansion-limited) → asymptotic squeeze as expansion costs outrun
income, racing the enemy threat rate throughout.
- **Rule: escalating expansion costs.** Expansion cost is a formula of
the number of expansions already purchased, rising steeply enough that
expansions eventually outrun any block income. The starting asteroid
is deliberately small — filled within the first boss cycle or two, so
the early exponential burst is a satisfying ramp, not a balance hole —
and from then on the output curve is the expansion curve. Blocks keep
a meaningful sink for the entire run, and "grow vs. army" stays a live
decision at every moment.
- **Rule: designed doubling time.** Block production is a positive
feedback loop (blocks buy assemblers, assemblers make blocks); its
time constant is a designed quantity, never an accident of quantity
choice. The block chain's depth and the per-building costs are tuned
against a stated target of the form: "a factory spending X% of its
capacity on blocks doubles in ~T minutes."
- **Rule: growth is limited by economy, never by waiting.** Construction
times stay short; the serial build queue must not be used as a growth
brake. Waiting for placed buildings to become operational — especially
at the start of a run — is frustration, not gameplay. All growth
limiting comes from block income and expansion pricing.
- Note: block income has a structural ceiling — blocks enter the stock
through the HQ's single belt port, so income is capped at belt
throughput regardless of assembler count. Per-building costs should be
high enough that this cap can bind late-game (see the condensed-block
idea under Future work).
## Numeric guardrails
Constraints that every recipe must respect, independent of tuning:
- **Belt throughput:** belt speed and per-tile capacity cap how fast a
single belt can feed an input. A recipe whose per-cycle inputs cannot be
sustained by one belt per input at 100% duty cycle is a *deliberate*
design (forcing parallel belts/splitters as part of a high-tier puzzle)
— never an accident of quantity choice.
- **Buffer burstiness:** input buffers hold 2× the per-cycle amount
(REQ-MAT-INPUT-BUFFER), so large per-cycle quantities create bursty belt
demand. Low tiers prefer small quantities with short cycles; big-batch
recipes are reserved for high tiers where burstiness is part of the
puzzle.
- **Cycle times scale with tier** monotonically — a higher-tier item never
has a shorter total chain time than a lower-tier item of the same role.
## Future work
- **Condensed building blocks** — a drop-unlockable shortcut-style
recipe that packs several blocks' worth of value into one belt item,
relieving the HQ intake ceiling (see Building block economy) as a
late-game reward. The ceiling is the puzzle, the drop is the fix —
same philosophy as shortcut recipes.
- **Mk2 upgrade recipes** — the deferred design for per-item progression,
to revisit once the config has stabilized. A duplicate-style drop
unlocks a distinct `*_mk2` item whose recipe consumes the Mk1 item plus
higher-tier parts. This preserves power-per-threat (the extra power is
paid in real production-seconds, since threat is recursive), satisfies
the refactorability rule (the Mk1 line keeps running and feeds one new
assembler), and keeps balancing one-dimensional (no level variable
anywhere). Enemy-side progression happens via `default_modules`
variants per era instead of a level formula.

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# Balancing Targets (base numbers)
The root numbers of the balancing. Everything in `derived.md` is tuned to
hit these; when rebalancing, **change these first and re-derive — never
patch derived values directly**. The rules these numbers follow live in
`rules.md`.
All time targets are in **game time**. The player can pause and
accelerate, so real session length differs; playtests measure both. The
time unit is the boss cycle (`world.toml boss_countdown_seconds`, 300 s).
Destroying a station set advances the boss countdown by
`boss_advance_seconds` (60 s), so cycles run shorter than nominal when
pushing actively — targets deliberately ignore that.
## Run shape
1. **Run length** — a winning run takes up to 2 hours of game time: win
around boss cycle 2024. Losing runs end earlier.
2. **Phase boundaries** — early = cycles 15 (iron/copper, small hulls),
mid = cycles 614 (quartz, medium hulls), late = cycles 15+
(voidsteel, capitals). Push cadence: first station set around cycle
23, roughly one per cycle from mid onward — so the destroyed set's
level is reached around cycle +2.
3. **Factory size curve** — producing buildings over time; when
saturated, output threat/s equals this count, so this curve IS the
player power curve: ~25 when the starting asteroid is full (end of
cycle 2), ~60 at the start of mid (cycle 6), ~120 at the start of
late (cycle 15), ~150 near the win. `threat_rate_formula` must remain
a fraction of this curve; buildings plus belts must physically fit
the asteroid plus affordable expansions.
4. **Threat-cost ladder** — total production-seconds per *fitted* hull
(including the typical/default module loadout): drone 10.5,
frigate 47, destroyer 99, cruiser 233.5, battlecruiser 354.5,
battleship 722.5, dreadnought 1491.5, carrier 1436.5. Every
production chain must sum to its ladder value. (The original strawman
was 10/40/80/200/350/700/1500; the small end runs ~1020% hot because
fixed chain overhead dominates small hulls — accepted, and the
achieved values adopted as the ladder. The ~×2-per-class curve shape
is the invariant.)
5. **Fleet size** — swarm-leaning: ~25 player combat ships as the
standing mid-game fleet. Standing fleet = build cadence (4) × average
ship lifetime, so this target drives time-to-kill and therefore all
combat stat magnitudes.
6. **Block economy roots** — bootstrap complete (starting asteroid full)
by the end of cycle 2; a factory spending ~30% of its capacity on
blocks doubles in ~4 minutes early game; one expansion affordable per
cycle at ~1/3 of block income mid-game, decelerating to one per 23
cycles late as escalating costs outrun income.
## Combat anchors
All combat stats derive from these; per-hull HP additionally carries
empirical trims from arena rounds (values in `derived.md`).
- **Weapon DPS per threat pays a concentration tax that grows with gun
size**: small ≈ 0.62, medium ≈ 0.48, large ≈ 0.41 DPS per threat of
weapon contribution, compensated by the range ladder 50/70/100 m.
Rationale: concentration itself (focus fire, no DPS loss to attrition,
range) is worth paying for — with a flat curve, concentrated fleets
win equal-threat fights outright (arena round 1).
- **Hull HP = 15 per threat of hull contribution** as the prior; per-hull
HP is the empirical trim knob (guns are shared across hulls, hull HP
moves exactly one matchup). The arena consistently prices capitals as
*tanks with taxed guns* — capital hulls sit well above the prior.
- **Armor HP ≈ 37 per threat** — a strong premium over hull HP because
armor is pure HP with no capability, and fights snowball: killing
removes enemy DPS, surviving merely delays — HP must be cheaper than
DPS.
- **Repair ≈ 0.7 HP/s per threat** — in-combat sustain effectively
removes enemy DPS and must be priced like DPS, not like HP.
- **TTK / fight duration**: parity fights in the 3060 s band at
mid-game scale; capital mirrors ~90 s deliberately; the extreme
tank-vs-chip-damage matchup (dreadnought vs destroyer swarm, ~3.5 min)
is an accepted outlier.
- **Mobility is monotone in size** — the smallest hulls are the fastest
and nimblest. Sensor ranges (150→350 m) always exceed weapon ranges.
- **Weapon modifiers are capital economy**: a ×1.2 damage modifier at
~22.5 threat beats adding a gun once a ship carries more than ~68
threat of weapons — modifiers pay off on gun-heavy big hulls, waste on
small ones. Range modifiers are the strongest and are priced/kept
small (×1.3): range is the dominant stat under the orbit AI (free
approach fire).
- **Stations**: a fresh player station holds one early parity wave
unaided; the enemy station at level 0 matches the player station
exactly and scales per push level. Station range is the dominance
lever, not HP (at 4× a small gun's range, two stations annihilated a
3× threat swarm through approach fire alone).
- **Accepted imbalances**: the carrier loses its equal-threat fights
until the drone-launching capability exists (the hangar is dead
threat) — fix by implementing drones, not stats. A pure smallest-ship
fleet modestly loses (~1525%) to a range-fitted capital — desirable
doctrine texture; the fair anti-capital answer is the mixed fleet.
## Pacing anchors
- **Starting set** is the rule-minimum: drone, frigate, small gun,
salvager (plus the explicitly unlocked building-block recipe).
- **Threat rate shape**: below the player's achievable military output
(≈ half the factory curve) early, crossing at the late boundary
(~cycle 15), overwhelming by ~cycle 24.
- **Winning = five real decisions**: `artifact_win_count` is set so that
across a winning run's ~1518 pushes (~7 cumulative artifact offers at
the current chance formula), the player must choose the artifact over
a schematic about five times.