# Gotchas
Hard-won behaviors that break otherwise-correct models.
## Managed blocks are the CLI's edit surface
Generated files carry `// @solverforge:begin <label>` / `// @solverforge:end
<label>` regions. `generate`/`destroy` rewrite inside those regions. Do not
delete, duplicate, or move the markers, and do not hand-wire collections or
constraint calls. If you need a custom entity/solution template, it must emit
the same canonical blocks (`.solverforge/templates/entity.rs.tmpl`,
`.solverforge/templates/solution.rs.tmpl`).
## Rename the solution before adding anything
`solverforge generate solution <name>` replaces the neutral scaffold **only
while it is still neutral**. After facts/entities/variables exist it errors.
`destroy solution` then `generate solution` does not re-wire the existing
collections into the new solution, so entities/facts silently fall out of the
solution and `info` shows none. Correct order: scaffold → rename solution →
add facts/entities/variables.
## `src/data/data_seed.rs` is compiler-owned and aggressively regenerated
Domain-shape commands such as `generate fact/entity/variable` re-render
`data_seed.rs` from the current structs and demo sizes; constraint-only changes
do not. Hand edits are lost on the next domain-shape change.
- Generated values are index-based samples, not domain data.
- `usize` samples are `idx + 1` while scalar variable indices are `idx` (0-based).
Joins that compare a scalar index to a `usize` slot are off by one unless you
account for it (see the `checked_sub(1)` in `constraint-patterns.md`).
- For real data, add a loader module or use the stable `src/data/mod.rs` wrapper.
Do not fight the generator.
## Web UI projection is compiler-owned
`static/generated/ui-model.json` and the domain entries in
`static/sf-config.json` are projections of the model. Mutate the model with the
CLI; do not edit the projection. `static/sf-config.json` is the user-facing
web-shell config seam.
## Generated constraints are stubs that compile
`solverforge generate constraint` writes real structure plus `panic!`
placeholders. `check` and `cargo check` both pass on an untouched stub. A stub
that is not on any hot path may even let a solve complete with a wrong score.
Replace every placeholder and verify a real solve through web/API or a solve
entry point/integration test you add.
## Hard constraints are penalties, not filters
A hard constraint **penalizes** an invalid candidate; it does not remove it from
search. A solve can terminate with a nonzero hard score and return a plan that
violates a rule if construction started invalid and local search could not
repair it. Do not add a post-solve sanitizer or a re-checked guard. Keep invalid
values out of the variable's candidate/value range, or set
`require_hard_improvement = true` on the grouped/repair selector (the CLI writes
this for `generate scalar-group` and conflict repair). See
`constraint-patterns.md`.
## Model the rule, don't precompute it
Do not encode a domain rule as a per-entity feasibility verdict scored by a
penalty, and do not add greedy initializers or construction heuristics in app
code. State the rule over domain objects in a constraint; restrict candidates
through value-range/candidate metadata; put search policy in `solver.toml`.
Explain results with `analyze()`/`evaluate_detailed`, not a duplicated predicate.
Factual input data owned by a fact — an availability calendar, a slot's
start/end, a prepared travel-time matrix — is allowed and is what constraints
read. See `problem-modeling.md`.
## The localizing-source trap
The single most common runtime failure. Hand-written
`fn entity_items(solution: &Plan) -> &[T]` has `ChangeSource::Unknown`; any join,
self-join, `group_by`, complement, or projection over it panics with
`source Unknown cannot localize entity indexes`. Always use the generated
`Plan::<collection>()` accessors. See `constraint-patterns.md`.
## Never omit the constraint pattern flag
With no `--unary/--pair/--join/...`, the CLI launches an interactive wizard and
fails in a non-interactive agent: `prompt error: IO error: not a terminal`.
Always pass exactly one pattern flag. `--hard`/`--soft` alone do not select a
pattern.
## MCP shells have no REST surface
An mcp-shell project exposes solver tools over MCP, not Axum routes. There is no
`/health`, `/jobs`, or SSE endpoint, and `solverforge routes` is rejected. The
binary's default transport is stdio (stdout is the protocol channel, so the
runtime `console` banner is disabled); use `--http` or `solverforge server` for
stateless Streamable HTTP at `/mcp`.
The HTTP transport is unauthenticated and has no per-caller isolation: every
connection shares one solver and task store, so `--host` on a non-loopback
address lets anyone who can reach the port start solves and inspect, cancel, or
delete jobs. Host validation only rejects DNS-rebinding headers. Leave `--host`
on loopback unless the network is trusted; stdio has no such exposure.
## Naive pluralization
Collections are naively pluralized: `visit` → `visits`, `route` → `routes`, but
`category` → `categories`, `box` → `boxes`, and irregulars like `person` are
wrong. The plural is what `--range`/`--elements` and the data generator key on.
Prefer regular nouns.
## Unassigned semantics
Scalar variables are `Option<usize>` regardless of `--allows-unassigned`. Use
`--allows-unassigned` only when `None` is a legal planning state or an advanced
runtime resource explicitly requires it. Scalar values are reusable unless a
constraint enforces exclusivity, so having more entities than candidate values
does not itself require unassigned values. Pair an allowed `None` state with an
`unassigned()` hard constraint when assignment is ultimately mandatory.
## Destroy dependencies block
`solverforge destroy` refuses to remove an entity/variable/constraint that a
scalar group or conflict repair still references. Destroy dependents first
(`--yes scalar-group <name>` / `--yes conflict-repair <id>`).
## Score-type constraints
- `SoftScore` has no hard level: only `--soft` constraints are allowed.
- `generate score <Type>` must name a supported type, or the CLI rejects it.
## `solverforge.app.toml` is a projection, not an input
It is serialized from the parsed domain after every mutation. Edit the model with
commands. It does contain user-facing metadata (demo sizes, shell, runtime
targets) that the CLI manages; leave managed fields alone.
## Persistent prefs
`.solverforgerc` (project root, then `~/.solverforgerc`) recognizes only `port`,
`no_color`, `quiet`. CLI flags override it.