feat: make problem construction model-owned

.claude/CLAUDE.md

@@ -151,7 +151,7 @@ Max<V>, Min<V>, Sum<W>, Or, And, Extremum<V>, ExtremumSense
 
 ### Key Patterns
 - `variant_params!` macro implements `Problem::variant()` — e.g., `crate::variant_params![G, W]` for two type params, `crate::variant_params![]` for none (see `src/variant.rs`)
-- `declare_variants!` proc macro registers concrete type instantiations with best-known complexity and registry-backed load/serialize/value-solve/witness-solve metadata. One entry per problem may be marked `default`, and variable names in complexity strings are validated at compile time against actual getter methods.
+- `declare_variants!` proc macro registers concrete type instantiations with best-known complexity and registry-backed load/serialize/value-solve/witness-solve metadata. One entry per problem may be marked `default`, and variable names in complexity strings are validated at compile time against actual getter methods. Ordinary models are constructed directly from their construction schema. When user-facing construction differs from persisted JSON, define a model-local `#[derive(CreateSpec)]` DTO plus `TryFrom<CreateSpec>`, use its generated `FIELDS` in `ProblemSchemaEntry`, and register it with `create LocalSpec`; never add model-name branches in CLI or MCP code.
 - `decision_problem_meta!` macro registers `DecisionProblemMeta` for a concrete inner type, providing the `DECISION_NAME` constant.
 - `register_decision_variant!` macro generates `declare_variants!`, `ProblemSchemaEntry`, and both `ReductionEntry` submissions (aggregate Decision→Opt + Turing Opt→Decision) for a `Decision<P>` variant. Callers must define inherent getters (`num_vertices()`, `num_edges()`, `k()`) on `Decision<P>` before invoking. Accepts `dims`, `fields`, and `size_getters` parameters for problem-specific size fields.
 - Problems parameterized by graph type `G` and optionally weight type `W` (problem-dependent)
@@ -204,9 +204,9 @@ Reduction graph nodes use variant key-value pairs from `Problem::variant()`:
 
 ### Extension Points
 - New models register dynamic load/serialize/brute-force dispatch through `declare_variants!` in the model file, not by adding manual match arms in the CLI
-- **CLI creation is schema-driven and deferred:** `pred create` builds lightweight problem/variant command shells, then expands fields only for the selected command. Construction fields are classified as external, derived, or composite; both Clap and the builder consume that classification. Ordinary external fields come from `ProblemSchemaEntry`, derived fields are not exposed as flags, and composite graph fields expand through the existing construction semantics (for example `BipartiteGraph` uses `--left`, `--right`, and `--biedges`). New models do not add fields to a central Clap struct. Add parser support only when introducing a genuinely new field representation.
-- **Each CLI input has one name.** Do not add compatibility aliases or multi-name lookup. Schema fields normally use `snake_case → kebab-case`; a composite or derived input may use the single construction name returned by `problem_help_flag_name()`.
-- **Decision variants** of optimization problems use `Decision<P>` wrapper. Add via: (1) `decision_problem_meta!` for the inner type, (2) inherent methods on `Decision<Inner>`, (3) `register_decision_variant!` with `dims`, `fields`, `size_getters`. Schema-driven CLI creation auto-restructures flat JSON into `{inner: {...}, bound}`.
+- **CLI creation is registry-driven and deferred:** `pred create` expands flags only for the selected concrete variant. Ordinary models use `ProblemSchemaEntry.fields` directly. Models whose construction differs from persisted JSON own a typed `CreateSpec` and fallible conversion beside the model; CLI and MCP only normalize transport values and invoke the registered constructor.
+- **Each construction input has one name and one concrete type per variant.** Do not add compatibility aliases or infer types from flag names. `CreateSpec` field names render as `snake_case → kebab-case` in CLI and remain `snake_case` in MCP. Add a reusable codec only for a genuinely new transport representation, never a model-name parser branch.
+- **Decision variants** of optimization problems use `Decision<P>` wrapper. Add via: (1) `decision_problem_meta!` for the inner type, (2) inherent methods on `Decision<Inner>`, (3) `register_decision_variant!` with `dims`, `fields`, `size_getters`. The generated construction spec accepts flat inner fields plus `bound`; persisted JSON remains `{inner: {...}, bound}`.
 - Aggregate-only models are first-class in `declare_variants!`; aggregate-only and Turing reduction edges still need manual `ReductionEntry` wiring because `#[reduction]` only registers witness/config reductions today
 - Exact registry dispatch lives in `src/registry/`; alias resolution and partial/default variant resolution live in `problemreductions-cli/src/problem_name.rs`
 - `pred create` schema-driven dispatch lives in `problemreductions-cli/src/commands/create.rs` (`create_schema_driven()`)

.claude/skills/add-model/SKILL.md

@@ -68,15 +68,14 @@ Read these first to understand the patterns:
 - **Model tests:** `src/unit_tests/models/graph/maximum_independent_set.rs`
 - **Trait definitions / aggregate types:** `src/traits.rs` (`Problem`), `src/types.rs` (`Aggregate`, `Max`, `Min`, `Sum`, `Or`, `And`, `Extremum`)
 - **Registry dispatch boundary:** `src/registry/mod.rs`, `src/registry/variant.rs`
-- **CLI aliases:** `problemreductions-cli/src/problem_name.rs`
-- **CLI creation:** `problemreductions-cli/src/commands/create.rs`
+- **CLI and MCP construction:** discovered from the model's registry entry; no frontend model-name dispatch
 - **Canonical model examples:** `src/example_db/model_builders.rs`
 
 ## Pre-review Checklist
 
 Before implementing, make sure the plan explicitly covers these items that structural review checks later:
 - Derive numeric implementation types from the mathematical domains in the issue and follow `docs/src/design.md#numeric-types-and-arithmetic`; serde/CLI construction uses the same validation as `new`/`try_new`, and boundary tests cover the supported maximum without requiring impractical allocation
-- `ProblemSchemaEntry` metadata is complete for the current schema shape (`display_name`, `aliases`, `dimensions`, and constructor-facing `fields`)
+- `ProblemSchemaEntry` metadata is complete for the construction interface (`display_name`, `aliases`, `dimensions`, and `fields`)
 - `Problem::Value` uses the correct aggregate wrapper and witness support is intentional
 - `declare_variants!` is present with exactly one `default` variant when multiple concrete variants exist
 - CLI discovery and `pred create <ProblemName>` support are included where applicable
@@ -123,7 +122,7 @@ Create `src/models/<category>/<name>.rs`:
 ```
 
 Key decisions:
-- **Schema metadata:** `ProblemSchemaEntry` must reflect the current registry schema shape, including `display_name`, `aliases`, `dimensions`, and constructor-facing `fields`
+- **Schema metadata:** `ProblemSchemaEntry` must reflect the construction interface, including `display_name`, `aliases`, `dimensions`, and `fields`
 - **Objective problems:** use `type Value = Max<_>`, `Min<_>`, or `Extremum<_>` when the model should expose optimization-style witness helpers
 - **Witness problems:** use `type Value = Or` for existential feasibility problems
 - **Aggregate-only problems:** use a value-only aggregate such as `Sum<_>`, `And`, or a custom `Aggregate` when witnesses are not meaningful
@@ -174,17 +173,19 @@ The CLI now loads, serializes, and brute-force solves problems through the core
    - Add a lowercase alias mapping in `resolve_alias()` (e.g., `"newproblem" => "NewProblem".to_string()`)
    - Only add short aliases to the `ALIASES` array if the abbreviation is **well-established in the literature** (e.g., MIS, MVC, SAT, TSP, CVP are standard; "KS" for Knapsack or "BP" for BinPacking are NOT — do not invent new abbreviations)
 
-## Step 4.5: Add CLI creation support
+## Step 4.5: Add construction support
 
-CLI creation is **schema-driven** — `pred create <ProblemName>` automatically maps `ProblemSchemaEntry` fields to CLI flags via `snake_case → kebab-case` convention. No match arm in `create.rs` is needed.
+CLI and MCP construction are registry-driven. Do not edit either frontend to recognize a model name.
 
-1. **Ensure CLI flags exist** in `problemreductions-cli/src/cli.rs` (`CreateArgs` struct) for each field in your `ProblemSchemaEntry`. The flag name must match the field name via `snake_case → kebab-case` (e.g., field `edge_weights` → flag `--edge-weights`). If a flag already exists with the right name, you're done.
+1. If user-facing inputs exactly match persisted JSON fields, do nothing. The ordinary `declare_variants!` entry uses `ProblemSchemaEntry.fields` as required construction inputs and deserializes the model directly.
 
-2. **Add new CLI flags** only if the problem needs flags not already present. Add them to `CreateArgs` and update `all_data_flags_empty()` accordingly. Also add entries to the `flag_map()` method on `CreateArgs`.
+2. If construction has derived fields, renamed inputs, defaults depending on other inputs, or a composite value assembled from multiple inputs, define a model-local DTO with `#[derive(Deserialize, CreateSpec)]`. Its named fields are the complete public construction contract. Use `Option<T>` only for genuinely optional inputs, doc comments for help text, and `#[create(codec = "...")]` when the transport syntax cannot be inferred from the Rust type. Set `ProblemSchemaEntry.fields` to `LocalCreateSpec::FIELDS` so the catalog and executable constructor share the derived metadata.
 
-3. **Add type parser support** if the field uses a type not yet handled by `parse_field_value()` in `create.rs`. Check the existing type dispatch table — most standard types (`Vec<i32>`, `Vec<usize>`, `Vec<(usize, usize)>`, graph types, etc.) are already covered. Only add a new parser for genuinely new types.
+3. Implement `TryFrom<LocalCreateSpec> for Model`. Validate before calling constructors that assert or panic, return a descriptive error, compute derived state there, and build the canonical model value.
 
-4. **Schema alignment**: The `ProblemSchemaEntry` fields should list **constructor parameters** (what the user provides), not internal derived fields. For example, if `m` and `n` are derived from a matrix, only list `matrix` and `k` in the schema. Field names must match the struct field names exactly (used for JSON serialization and CLI flag mapping).
+4. Register the spec on each applicable variant: `default Model => "..." create LocalCreateSpec`. Both frontends then discover the inputs automatically and serialize the constructed typed model back to canonical persisted JSON.
+
+5. A new reusable external syntax may add one transport codec. It must dispatch by codec/type, never by canonical model name. Unknown or missing inputs are rejected by the core construction contract.
 
 ## Step 4.6: Add canonical model example to example_db
 
@@ -314,9 +315,9 @@ Structural and quality review is handled by the `review-pipeline` stage, not her
 | Forgetting CLI alias | Must add lowercase entry in `problem_name.rs` `resolve_alias()` |
 | Adding a hand-written decision model | Use `Decision<P>` wrapper instead — see `decision_problem_meta!` + `register_decision_variant!` in `src/models/graph/minimum_vertex_cover.rs` for the pattern |
 | Inventing short aliases | Only use well-established literature abbreviations (MIS, SAT, TSP); do NOT invent new ones |
-| Forgetting CLI flags | Schema-driven create needs matching CLI flags in `CreateArgs` for each `ProblemSchemaEntry` field (snake_case → kebab-case). Also add to `flag_map()`. |
-| Missing type parser | If the problem uses a new field type, add a handler in `parse_field_value()` in `create.rs` |
-| Schema lists derived fields | Schema should list constructor params, not internal fields (e.g., `matrix, k` not `matrix, m, n, k`) |
+| Adding frontend model-name branches | Construction is model-owned. Use a local `CreateSpec` and register it with `declare_variants!`; CLI and MCP must discover it. |
+| Hand-maintaining custom construction fields twice | Derive `CreateSpec`, use `LocalCreateSpec::FIELDS` in `ProblemSchemaEntry`, and register the same type in `declare_variants!`. |
+| Calling a panicking constructor from `TryFrom<CreateSpec>` | Validate the spec first and return a descriptive conversion error. |
 | Missing canonical model example | Add a builder in `src/example_db/model_builders.rs` and keep it aligned with paper/example workflows |
 | Paper example not tested | Must include `test_<name>_paper_example` that verifies the exact instance, solution, and solution count shown in the paper |
 | Claiming direct ILP solving but leaving `<Problem> -> ILP` for later | If the issue promises a direct ILP path, implement that rule in the same PR with exact overhead metadata and production-level ILP tests |

problemreductions-cli/Cargo.toml

@@ -5,6 +5,7 @@ edition = "2021"
 description = "CLI tool for exploring NP-hard problem reductions"
 license = "MIT"
 repository = "https://github.com/CodingThrust/problem-reductions"
+default-run = "pred"
 
 [[bin]]
 name = "pred"