# Repository Agent Guide This file applies to the entire repository. Keep changes scoped, preserve unrelated work, and use `gofmt` for every modified Go file. ## Build and test - Build: `make build` (wraps `scripts/dev/build.sh` → `go build -o dws ./cmd`; bare `go build ./cmd` fails because output name `cmd` collides with the directory) - Full test suite: `DWS_PACKAGE_VERSION=0.0.0-test go test ./...` - Param aliases generate: `go generate ./internal/cli` (entry point: `internal/cli/gen.go`; Catalog is not generated) - Optional diagnostic MCP dump (not a Schema pin): `make fetch-mcp-metadata` (requires `dws auth login`; writes under `artifacts/`) - Check generated drift + assembly determinism: `./scripts/policy/check-generated-drift.sh` - Check the Schema contract: `./scripts/policy/check-schema-catalog.sh` - Coverage-gate test naming: tests that carry coverage for the macOS platform gate must be named `TestCrossPlatformCoverage*` (or `TestAllShortcuts*`); `scripts/policy/run-platform-coverage-gate.sh` only selects those prefixes, so a covering test with any other name silently leaves its target uncovered. - Package-var injection seams (e.g. `pipelineBuildEffectiveRegistry`): swap them in tests only via `testseam.Swap(t, &seam, stub)` from `internal/testseam` — it restores the previous value through `t.Cleanup` structurally. Like the manual pattern it replaces, Swap mutates global state and is **not** safe for `t.Parallel` tests. - Cross-package test helpers (e.g. `StoreProductDeclRawForTest`) live in per-package `fortest.go` files, never scattered through production files; the `ForTest` suffix is the boundary and production code must not call them. Schema Catalog delivery is **声明即 Catalog**: production assembles via `RegisterSchemaSourceRoot` → `ResolveSchemaBuild` (factory registered in `internal/app`). There is no `cmd_schema_catalog` `//go:generate` delivery step. `dws schema -f json` remains the wire projection. `cmd_schema_catalog` produces CI/local dumps only; `internal/cli/schema_catalog/`, `internal/cli/schema_meta_index.gob`, and `internal/cli/schema_meta_index.json` must not be committed. `schema_agent_metadata/` is retired: if that directory (or `schema_agent_metadata_audit.json`) is present, policy fails. Command identity is no longer a file input: it is collected from `ContractFinal.Identity` on the live Cobra leaves (`internal/cli/schema_identity_collect.go` → `BuildEffectiveCommandRegistry`). The reviewed `schema_command_registry/` was retired together with that switchover and must not reappear; identity changes happen by editing the leaf declaration. The remaining **reviewed inputs** under `internal/cli` (see Agent Schema contract) keep separate authorities — do not merge them with `param_concepts.json` or promote any of them into Catalog declaration. ## Command framework declaration - Framework definition: `docs/rfc-command-framework-convergence.md` **§5.0** - Today: `helpers.LeafSpec` / `shortcut.Shortcut` → `corecmd.Spec` (+ optional `Contract`) → `corecmd.New` - **Declare = final Schema source**: `Flags` / `Constraints` / `Safety` / `ConstParams` / `Contract` (`corecmd.ContractDecl`; nested fields are `contract.*`) - Naming: `ContractDecl` is the authoring leaf declaration. "Schema" means Catalog / `ToolSpec` delivery — do not reintroduce `SchemaDecl`. - `Safety` uses `contract.SafetySpec` (`internal/corecmd/contract` only — no `cli.*` type alias). Its `confirmation` drives the runtime gate; `effect` / `risk` / `idempotency` are published unchanged. When `Contract` is set, convert once via `contractfinal.RegisterRuntimeContractFinal` (all callers — `corecmd.New` registers internally); assembly **pass-throughs** Final. - Package seam: - types / ProductDecl → `corecmd/contract` (DTO only; **no** Cobra-keyed ContractFinal store) - AnnotateRuntime* writers → `internal/corecmd/runtimeannotate` (framework-owned) - ContractFinal cobra store + Register → `internal/corecmd/contractfinal` (framework-owned) - homology gates → `internal/cli/homology` - Catalog assembly / `ResolveMeta` (`RegisterSchemaSourceRoot` → `ResolveSchemaBuild`); go:embed only for reviewed inputs → `internal/cli` root (package-local aliases for annotate/store APIs live in `runtime_schema_seam.go`; the former `cli/runtimeannotate` / `cli/contractfinal` shim packages are removed — import `corecmd/*` directly) - **Hard rule**: `internal/corecmd` (and its subpackages) must **not** import any `internal/cli` package - Authoring tiers (current, not aspirational): - **Tier1** — `corecmd.New` / `helpers.NewLeafCommand` (fully managed declare + execute) - **Tier2** — `DeclareLeafMetadata` (helpers migration; **Shortcut may also use this path — acceptable**) - **Tier3** — bare Cobra (should shrink over time; reviewed exclusions where needed) - Long-term outlook only: broader mcpbind / fewer hand-written `Execute` bodies. **Not** a current hard requirement to delete `Shortcut.Execute` or force mcpbind. - Description declare vs delivery: construction requires `ContractDecl.Description` (evidence). Catalog delivery prefers Cobra Long → provenance `cobra_help`; without Long, declared text → `contract_final`. Title: declared first, then Short, then MCP. Do **not** read this as "declare = wire final" or dual authority. - **Execute** = hooks (`Validate` / `Call` / `RunE` / `PostMount`) — not a second surface authority - Declaration path has **no reviewed parallel fields**; migration-only `runtime_gate` annotate until `Safety` is declared - **Do not add** new production `AnnotateRuntimeRisk` / `AnnotateRuntimeGate` (`runtime_gate`) call sites; migrate leaves to declared `Safety` / `ContractDecl` instead. Existing annotate sites may remain until migrated. ## flag / help / schema homology - Decision (path A — Contract/LeafSpec is CLI-surface authority **and must embed into Schema**): `docs/flag-help-schema-homology.md` - Hard rule: every help/Schema fact is **declared** **or** **annotated**; never inference-only (§1.1–§1.3; framework §5.0). - Embed path: `corecmd.New` → `dws.schema.*` annotations → Schema catalog assembly - MCP metadata must not create CLI flags; optional 1:1 passthrough is a gated subset only. - Gate IDs: `HOM-P*`, `HOM-S*`, `HOM-I1`, `HOM-D1` (see that doc §3–§4). `HOM-P1`/`HOM-D1`/`HOM-S1`/`HOM-S2` are on the `check-schema-catalog.sh` policy whitelist; remaining IDs land incrementally. ## Agent Schema contract The Schema data flow is one way: ```text 1. app.NewRootCommand() └─ builds the real Cobra command tree and flags └─ leaf Safety / Contract / contract.ParamDecl declare ContractFinal (declare-or-annotate) 2. CollectIdentitySpecs (ContractFinal.Identity on live Cobra leaves) └─ forms EffectiveCommandRegistry └─ binds exactly to real Cobra leaves and aliases 3. Parameter resolution Cobra flags + contract.ParamDecl.Property / native annotations (primary property authority) + schema_parameter_mapping_ledger.go (mapping_exclusions / removals only; active bindings JSON retired after Track 1 Phase 2) └─ produces ParameterSpec and constraints 4. Agent and interface semantics ProductDecl + leaf ContractFinal Selection / Safety / Interface + contract.ParamDecl (interface_type / property) └─ resolves Agent metadata by source precedence Markdown is evidence only; it is not concatenated into final prose └─ schema_hints/ and schema_mcp_metadata.json are fully retired 5. One typed hub BoundCommandRegistry + ParameterSpec + Agent metadata + Interface metadata └─ resolves every command exactly once into ToolSpec └─ aggregates SchemaRegistry + SchemaIndex └─ ResolveSchemaBuild assembles at runtime; deliverySchemaCatalog wraps it (lazy, sync.Once) 6. Runtime delivery (no generate-written Catalog authority) SchemaRegistry └─ dws schema list/product/group/leaf/--all (-f json wire) └─ ResolveMeta projects Identity/Safety/Selection from the same registry └─ CI may dump Catalog via cmd_schema_catalog for jq gates / determinism ``` **Reviewed inputs / 评审输入** (organizational family under `internal/cli`; parallel peers, not one merged authority). These are assembly inputs only — never Catalog declaration authority, never leaf `Contract` / `ProductDecl` substitutes. Keep them side-by-side; do **not** fold one into another: | Input | Path | Owns | |---|---|---| | Command identity | collected from `ContractFinal.Identity` on live Cobra leaves (`schema_identity_collect.go`; not a file input) | stable identity, primary CLI path, aliases, navigation | | Param concepts | `param_concepts.json` (+ `.schema.json`) | argv synonym / concept dictionary (reduced to `param_aliases_generated.go`) | | Exclusions | `schema_command_exclusions.go` | exact reviewed CLI paths excluded from Schema (non-empty reason) | | Mapping ledger | `schema_parameter_mapping_ledger.go` | `mapping_exclusions` / removals (CLI flags with no direct RPC property); active bindings JSON retired | `schema_mcp_metadata.json` is retired and must not reappear. Interface facts (`interface_ref`, `interface_type`, …) declare on leaf `Contract` / `contract.ParamDecl`. Retiring the pin cleared MCP-sourced `interface_type` values from the wire; schema-compat deliberately accepts clearing (missing = unknown for consumers) while still rejecting any change to a different non-empty value. Re-populating a value requires an explicit `ParamDecl` declaration, not a new pin. **Aliases are three distinct layers** (do not conflate): | Layer | Owns | |---|---| | `FlagSpec.Aliases` / Cobra flag aliases | executable flag synonyms on a leaf | | `ContractFinal.Identity` `aliases` | reviewed CLI-path aliases for the same command identity | | `param_concepts.json` | argv synonym / concept dictionary (central preparse normalization) | **Visibility vs exclusions:** collected identity `visibility` is dormant (all entries default `public`); “runnable but not Agent-visible” belongs in `schema_command_exclusions.go`, not new `visibility` values. Native identity annotations are consistency assertions only — they must agree with the collected identity and never materialize or override it. Leaf declare (`Contract` / `ParamDecl` / `Safety` / `ProductDecl`) and the live Cobra tree remain separate from this table: declare owns semantics; Cobra owns executability and flags. After binding there is no second identity source and no identity precedence winner. The binder must reject a missing/non-runnable Cobra path, an alias collision, and any native identity annotation that disagrees with the effective registry. A missing native identity annotation is allowed because annotations are implementation-side assertions, not identity fallbacks. The assembler resolves every bound command exactly once into one `ToolSpec`. CI determinism (`check-schema-assembly.sh`) and policy jq gates consume a fresh assembly dump; runtime consumes the same `ResolveSchemaBuild` path via `RegisterSchemaSourceRoot`. Neither path may reopen annotations, merge source records, or use a previous Catalog JSON as a source. ### Assembly vs consumption **Assembly** (declare → typed registry; CI + runtime): - Runtime entry: `RegisterSchemaSourceRoot` (`internal/app`) → `ResolveSchemaBuild` / `deliverySchemaCatalog` (lazy, sync.Once). - CI tool: `cmd_schema_catalog` dumps an assembled Catalog for jq/determinism; it is **not** a `//go:generate` or committed delivery step. - `gen.go` only generates `param_aliases_generated.go`. - Inputs: **reviewed inputs** (param_concepts / exclusions / mapping ledger — see table above) + ProductDecl/ContractFinal (identity is collected from `ContractFinal.Identity`) + live Cobra tree. `schema_hints/`, `schema_agent_metadata/`, `schema_command_registry/`, and `schema_mcp_metadata.json` must not reappear. - Gates: `make generate-schema` (param aliases + assembly determinism), `check-generated-drift.sh`, `check-schema-catalog.sh`. **Consumption** (runtime, unified API): - Entry point: `ResolveMeta(cliPath) → CommandMeta{Identity, Safety, Selection}` in `internal/cli/command_meta.go` — projected from the assembled registry when the app factory is registered. - Consumers: `--help` (Safety annotation via `RenderSafetyAnnotation`), agent selection, future skill generation; `dws schema` uses the same assembled Catalog (`-f json` wire unchanged). - `SafetyForCLIPath` delegates to `ResolveMeta` (backward compatible). This split is architecturally isomorphic to Lark's typed metadata registry, navigation catalog, and schema renderer. DWS intentionally preserves its existing flat JSON wire contract for compatibility; do not treat architectural alignment as permission to make an unversioned wire-format change. The identity collected from `ContractFinal.Identity` (via `CollectIdentitySpecs`) is the sole source of stable command identity and navigation. The executable Cobra tree remains the source of truth for whether a CLI path exists, is runnable, and which flags it accepts. Schema coverage is bidirectional: 1. Every final `SchemaRegistry` tool, including its serialized Catalog projection, must resolve to an executable Cobra command. 2. Every public runnable Cobra leaf must either resolve to Schema or appear as an exact, reviewed exclusion with a non-empty reason in `internal/cli/schema_command_exclusions.go` (central Go groups; not JSON). Do not use prefix or wildcard exclusions: they can silently hide future commands. Remove an exclusion when its command enters Schema; stale, invalid, or duplicate exclusions must fail generation and CI. When adding or changing an Agent-visible command, review all relevant inputs: - Leaf `ContractFinal.Identity` for canonical identity, primary CLI path, aliases, and stable navigation. Identity is collected from the live Cobra leaves (`CollectIdentitySpecs`); there is no separate identity file. Invalid canonical paths, alias collisions, stale paths, and drift fail collection, binding, and policy. - Leaf `Safety` / `Contract` (`corecmd.ContractDecl`) / `contract.ParamDecl` (helpers `LeafSpec` or shortcut `Contract`) for parameter facts, interface disposition, safety, and Agent selection prose. Delivered provenance is `contract_final` from `corecmd.contract` (description may stamp `cobra_help` when Cobra Long wins). Product routing uses `ProductDecl` (`internal/corecmd/contract`; provenance label remains `cli.product_decl`). - `internal/cli/schema_hints/` is fully retired. Do not reintroduce HintFiles, audit JSON, or `imported/` baselines; declare on ProductDecl / the owning leaf instead. - Native Runtime Schema identity annotations, when present, as consistency assertions against `EffectiveCommandRegistry`. They must agree exactly and must never materialize, infer, or override registry identity. - Flag-to-interface property mappings and required/default semantics. - Do not expect generate-written Catalog delivery. Run `make generate-schema` only to refresh param aliases and prove assembly determinism. Do not expect or commit `schema_agent_metadata/`. Run the reverse-completeness tests whenever the Cobra tree changes. A command that works through `dws ` but cannot be found through the matching `dws schema` lookup is a contract failure unless it has a reviewed exact exclusion. `RegisterSchemaHints` / `ToolSchemaHint` overlays are fully removed. Parameter and selection facts must be declared on the owning leaf (`contract.ParamDecl` / `Contract`) or via `ProductDecl`; do not reintroduce overlay registries. For Agent-authored selection edits: 1. Confirm the exact command and flag names in the current Cobra tree. 2. Declare selection prose on the owning leaf (`Contract.Selection` / `DeclareLeafMetadata`) and product routing via `ProductDecl`; declare safety / parameters / interface on the same leaf. 3. Do not copy generated Catalog fields into source inputs. 4. Run generation, drift, Schema policy, and the focused CLI tests before proposing the change. ## Agent curation workflow Use this workflow when refreshing Agent selection prose and confirmation alignment. Prefer **agent-authored review** over bulk merge scripts that dump Skill Markdown into Catalog fields. Human-authored inputs: | Block | Path | Owns | |---|---|---| | **declaration** | helpers / shortcut `Safety` + `Contract` / `contract.ParamDecl` + `ProductDecl` | `effect` / `risk` / `confirmation` / `idempotency` / `interface_*` / parameter facts / selection prose (`contract_final`) | `schema_hints/` is fully retired. Do not reintroduce HintFiles or audit JSON. ### Goals 1. **Selection prose** is decision-oriented (Feishu/Lark style): trigger intent, sibling-command routing, and outcome shape — not a restatement of the summary. Delivered Catalog provenance is `contract_final` from leaf `Contract.Selection` / `ProductDecl`. 2. **Safety** follows Runtime: `confirmation=user_required` when the leaf Contract/Safety (or remaining `runtime_gate` annotate) requires a user gate (for example `confirm_delete`, `typed_yes`, `confirm_dangerous`). 3. **Parameter facts** are declared on the leaf (`contract.ParamDecl` / `Contract.Parameters` / FlagSpec). Do not reintroduce HintFile or `RegisterSchemaHints` overlays. ### Authoring For every curated tool: 1. Declare safety/interface/parameters/selection on the owning leaf (`DeclareLeafMetadata` / `Shortcut.Contract` / `contract.ParamDecl`) and product routing via `ProductDecl` when needed. 2. Run `make generate-schema` (param aliases + assembly determinism). Do not create or commit `schema_catalog/` or Schema meta-index fixtures. ### Pull live MCP descriptions (personal token) Schema delivery no longer embeds a pinned MCP JSON. Prefer live Schema from a logged-in personal session when reviewing interface facts before declaring them on the leaf: ```bash dws auth status # token_valid should be true dws cache refresh # deprecated no-op: prints a retirement notice (discovery cache is gone; refreshes nothing) dws schema -f json # or CLI path: dws schema --cli-path "drive copy" -f json ``` Resolve MCP identity via declared `interface_ref` when CLI canonical ≠ MCP path (example: CLI `drive.copy_document` → live `doc.copy_document`). On pull failure, fall back to Skill + Cobra Help, and record evidence (for example `live-dws-schema:#FAILED`). Never print or commit tokens. `make fetch-mcp-metadata` writes an optional diagnostic dump under `artifacts/` only — do not commit it as a Schema pin. Precedence when sources disagree: **Runtime/Cobra / leaf Contract > live MCP > Skill (evidence only)**. ### Parallel product agents Split work by product groups. Each agent must: - Read Skill, Cobra/`--help`, Runtime confirmation sites, and live `dws schema` for its tools. - Hand-write selection prose and leaf Contract / ProductDecl declarations; forbid wholesale JSON merges from review dumps. - Edit only its product’s leaf declarations (and `ProductDecl` when needed). - **Never** `git checkout` unrelated product files to “clean scope”. ### Regenerate and gates ```bash make generate-schema ./scripts/policy/check-runtime-confirmation-truth.sh go test ./internal/app -run '^TestSheetFinalSchemaConfirmationMatchesRuntimeGuards$' -count=1 ``` `check-runtime-confirmation-truth.sh` compares live ContractFinal.Safety with the assembled ToolSpec `confirmation=user_required` and probes the runtime gate. `schema_hints/` must stay absent. Example rules (fail generation otherwise): - At most two examples per tool; no `--yes` in stored examples. - Examples must match live Cobra argv (path, flags, required groups). - No shell comments in examples. After generation, spot-check Catalog: selection and safety/interface provenance are `contract_final` from ProductDecl / leaf declarations (`user_required` must match Runtime confirmation gates). `make generate-schema` refreshes `param_aliases_generated.go` and runs assembly determinism (`check-schema-assembly.sh`). It does not rewrite a committed Catalog as delivery authority — runtime reassembles from declarations. Byte guards fail if generation mutates parameter-concept inputs; policy fails if the retired `schema_command_registry/` reappears. Selection prose may choose a more or less restrictive recommendation. It cannot create a Cobra command or flag, change parameter facts, invent an RPC/interface, alter safety metadata, or bypass command completeness. Examples must use an executable primary/alias path and flags accepted by the live Cobra command; never add `--yes` to stored examples. Every example is always checked against its real `BoundCommand`: exact path, accepted flags, Cobra required flags/positionals, and the effective `require_one_of`, `require_together`, and `mutually_exclusive` constraints must all pass before execution eligibility is considered. A missing required value, constraint failure, runtime error, or MCP resolution error is a contract bug; none is a valid reason to skip an example. Example execution defaults to contract validation only. Runtime execution is opt-in: an example enters `dry_run` only when its final `ToolSpec` publishes an explicit reviewed dry-run capability. The test never injects `--yes`, and `risk`/`confirmation` values do not manufacture preview support. A narrow runtime precondition that cannot be derived from the typed contract may use an exact zero-based `example_dispositions` entry with `mode=contract_only`, `reviewed=true`, one of the schema-enumerated reason codes, and a concrete non-empty reason. Such a disposition may only narrow an explicit dry-run capability; it cannot turn an ordinary contract-only example into a skip. Duplicate, missing, and out-of-range indexes fail validation. Never catch a dry-run failure and dynamically downgrade it to `contract_only`. Normal Go tests run the exhaustive contract gate. Run `make test-schema-agent-examples` to additionally execute the eligible subset through the real Cobra `--dry-run` path with isolated HOME and blocked proxies. The test reports stable `total`, `contract`, `dry_run`, `contract_only`, `reviewed_manual`, and per-reason counts; changing those counts requires a review of the corresponding typed dry-run capability or manual disposition. This target is also part of `make policy`. Treat every tool `use_when` entry as a reviewed positive selection scenario whose expected result is that tool's canonical path, and every `avoid_when` entry as a reviewed negative scenario that must not choose that tool. The deterministic gate derives a typed evaluation fixture from these same fields; it requires exact tool coverage, a real runnable `BoundCommandRegistry` primary command, at least one positive and negative assertion per tool, and no literal contradictory expectations. It does not claim that string matching proves natural-language understanding. Semantic selection is an explicit opt-in live-model check. Run the smoke set (one positive and one negative scenario per product) with `DWS_AGENT_SELECTION_LIVE=1 ARK_API_KEY=... ARK_BASE_URL=... ARK_MODEL=... go test ./internal/app -run TestAgentSelectionArkLive -count=1`. Add `DWS_AGENT_SELECTION_FULL=1` to evaluate every committed tool scenario, or set `DWS_AGENT_SELECTION_CASES` to comma-separated fixture case IDs. Normal CI never calls a model; its blockers remain the reproducible fixture, binding, example, provenance, and final-delivery facts. The live evaluator sends only case IDs/scenarios plus one same-product candidate table; expected/forbidden assertions stay local and must never be included in the model prompt. Built-in Ark HTTPS bases are allowlisted. A different HTTPS provider requires its exact base in `DWS_AGENT_SELECTION_ALLOWED_BASE_URLS`; plaintext HTTP is accepted only for a loopback test server so API credentials are never sent to an arbitrary clear text endpoint. ## Safety metadata Parameter and safety resolution is mostly source-precedence based and value-neutral: do not choose a winner because one value looks stricter. A higher-priority reviewed metadata/explicit source may intentionally raise or lower description, mapping, `effect`, `risk`, `confirmation`, or `idempotency`. Preserve all candidates and the selected source in provenance, and fail same-precedence conflicts rather than silently merging them. `required` is the exception. Cobra `MarkFlagRequired` is a hard floor: the final Agent projection must keep `required=true` and cannot be lowered by a lower-precedence source. A higher-precedence declaration may still raise an optional flag to required. `cli_required` continues to mirror the executable Cobra marker. For command-level description: **declare required, delivery Long may win**. `ContractDecl.Description` is mandatory at construction (declaration evidence). Catalog delivery prefers Cobra Long when present (provenance `cobra_help`, resolution `cobra_help_preferred`); without Long, the declared Description is delivered as `contract_final`. Title keeps declared ContractDecl / ContractFinal first, then Cobra Short, then MCP metadata. This is one authority chain with an explicit delivery preference — not two competing sources. Generic RPC prose may remain an unselected provenance candidate (and parameter-level `interface_description`); it must not overwrite a specialized leaf's title or description. For every delivered `ToolSpec` and `ParameterSpec` field, the provenance winner value must exactly equal the delivered value. Checking only source, count, presence, or hash is not a sufficient final-delivery invariant. The same resolved `ToolSpec` must drive every projection. The full leaf payload must equal the corresponding tool in `schema --all` and the full Catalog tool. Overview/product/group summaries and Catalog summaries must equal `ToolSpec.ToSummaryPayload()`. An alias lookup may change only the view fields `cli_path` and `is_alias`; it must not re-resolve or mutate the command contract. This build-time rule is distinct from runtime drift handling. If shipped Help and leaf Schema disagree, pass only flags accepted by Cobra. For conflicting safety information, do not silently take the less restrictive behavior: use the safer interpretation or stop and report the contract drift. Do not infer one safety field from another. In particular, `effect=destructive` or `risk=high` does not mechanically rewrite `confirmation`; the final precedence winner for each field is authoritative. When `confirmation=user_required`, obtain confirmation before adding `--yes`. Keep CLI confirmation behavior and Schema metadata consistent, and add a semantic regression test through the final embedded loader/query delivery path; a generator unit test or JSON count alone is insufficient. ## Current Schema boundaries - `schema list` remains a progressive overview. `schema --all` is the stable full-export contract: every final `SchemaIndex` tool must contain its complete leaf parameters, constraints, and safety semantics, including an empty `parameters` object for commands without flags. Keep it suitable for the #602 compatibility baseline and fail rather than silently emitting a partial export. - `schema --all` is not normal command discovery. Use overview -> product/group -> leaf for routine Agent work. `--compact` is supported for context-saving projections, but a compact full export is not a complete compatibility baseline. - `dws --help` defines whether Cobra exposes a path and which flags the executable accepts. A leaf Schema defines Agent selection, parameter mapping and constraints, and safety/confirmation semantics. A conflict is contract drift, not permission to guess. - Schema and Help describe commands; neither returns DingTalk business data. After discovery, execute the real read/search/list command to obtain data.