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docs: replace model experience tables with sections

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Tianyi Cui
2026-07-13 22:26:33 +08:00
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@@ -8,21 +8,22 @@ A package README can explain APIs and runtime mechanics without answering the qu
## Decision
Every workspace package README ends with the canonical [Model Experience section](../../../cookbook/adding-a-package.md#4-write-the-package-readme), immediately before `## Known Limitations and Deferred Work`; a package on the no-limitations allowlist ends with Model Experience itself. Packages with direct, multi-surface, conditional, capped, or lifetime effects use the three-column table. Each row identifies a concrete request surface, says what the relevant model literally receives and when, and classifies the token effect. Short stable source literals are quoted verbatim in the table, with named placeholders only for interpolated values. Long stable prompts or schema descriptions live in a `### Verbatim model-visible text` appendix immediately after the table, one titled `text` fence per literal, and the table links to them; long prompts do not become table-cell prose. Summaries are reserved for data-dependent payloads, provider-owned text, or schemas too large to reproduce. The default subject is the conversation model; a package that invokes an auxiliary model, such as a summarizer or search provider, names that request separately. Agent-scoped visibility is stated where it changes which agent receives a contribution. Prompt text and tool schemas are described separately whenever configuration or scoping can hide one without the other.
Every workspace package README ends with the canonical [Model Experience section](../../../cookbook/adding-a-package.md#4-write-the-package-readme), immediately before `## Known Limitations and Deferred Work`; a package on the no-limitations allowlist ends with Model Experience itself. Packages with direct, multi-surface, conditional, capped, or lifetime effects use one H3 block per context surface. Each block says what the relevant model literally receives and when under `**What the model sees**:`, then classifies the token effect under `**Token effect**:`. Short stable source literals are quoted verbatim in the first field, with named placeholders only for interpolated values. Long stable prompts or schema descriptions live in a `### Verbatim model-visible text` appendix after the context surfaces, one titled `markdown` fence per literal, and the relevant surface links to them. Summaries are reserved for data-dependent payloads, provider-owned text, or schemas too large to reproduce. The default subject is the conversation model; a package that invokes an auxiliary model, such as a summarizer or search provider, names that request separately. Agent-scoped visibility is stated where it changes which agent receives a contribution. Prompt text and tool schemas are described separately whenever configuration or scoping can hide one without the other.
Every package participates. A package with no model-context effect, or one simple effect rendered entirely by another package, can join the verifier's audited sentence allowlist. It then uses exactly one sentence beginning `None, as ` or `Indirectly, through ` instead of stretching a negative fact across a three-column table. Implementations that shape results, caps, history, lifetimes, or more than one request surface keep the table even when they add zero direct prompt tokens.
Every package participates. A package with no model-context effect, or one simple effect rendered entirely by another package, can join the verifier's audited sentence allowlist. It then uses exactly one sentence beginning `None, as ` or `Indirectly, through ` instead of expanding a negative fact into a structured block. Implementations that shape results, caps, history, lifetimes, or more than one request surface keep the context-surface blocks even when they add zero direct prompt tokens.
`verify-package-readme-model-experience` discovers packages from `packages/*/*/package.json`, requires one sibling README and the canonical final-section order, and validates one of two package-classified bodies. An allowlisted package must carry exactly one sentence with its assigned prefix; every other package must start with the exact three-column header and at least one complete row. Optional long literals must follow that table under the exact appendix heading, with each H4 title paired to one non-empty `text` fence. It runs in `doc-sync` and the parallel gate runner. The check owns package classification, structural presence, table and appendix shape, and order; implementation review owns coverage and the truth of the prose.
`verify-package-readme-model-experience` discovers packages from `packages/*/*/package.json`, requires one sibling README and the canonical final-section order, and validates one of two package-classified bodies. An allowlisted package carries exactly one sentence with its assigned prefix; every other package carries at least one H3 context surface with the two exact, non-empty fields and one blank line between each element. Optional long literals follow the structured blocks under the exact appendix heading, with each H4 title paired to one non-empty `markdown` fence and linked from a model-view field. It runs in `doc-sync` and the parallel gate runner. The check owns package classification, structural presence, block and appendix shape, and order; implementation review owns coverage and the truth of the prose.
## Alternatives considered
- **Document only packages that register prompts or tools** — rejected because backends, policy plugins, adapters, persistence, scoping, and compaction change the content or lifetime of tokens without owning a model-facing schema.
- **Generate one central context-cost catalog from source** — rejected because an AST can find registrations but cannot infer semantic conditions such as history retention, output truncation, parent-versus-child visibility, or an auxiliary model boundary. The package README is the implementation-local contract; a central copy would add another drift surface.
- **Require numeric token counts** — rejected because exact counts depend on the selected model tokenizer, adapter serialization, configuration, and runtime data. The stable contract is the growth shape: fixed per request, conditional per call, retained, replaced, capped, or zero-direct.
- **Use a three-column table** — rejected because exact source text and conditional result shapes make cells dense and difficult to scan. Repeated subsections give each context surface readable vertical space while preserving the same fields.
- **Allow zero-impact packages to omit the section** — rejected because absence is ambiguous between an audited zero and forgotten documentation. One explicit sentence is cheap and mechanically distinguishable.
- **Require the full table for audited zero or simple indirect packages** — rejected because it spreads one fact across three cells and encourages repetitive prose. A gated sentence preserves explicit coverage without the ceremony.
- **Require the full structured form for audited zero or simple indirect packages** — rejected because it repeats labels around one fact. A gated sentence preserves explicit coverage without the ceremony.
- **Convention without a gate** — rejected because a repo-wide contract must also cover every future package; review memory cannot reliably detect an omitted README section.
## Consequences
A reviewer can start at any package and see its contribution to the conversation model, child models, and auxiliary calls without reconstructing the full plugin graph. Token-budget work can distinguish repeated request overhead from data-dependent history, and agent-scoped changes have an explicit documentation checkpoint. Package authors pay for one small table or one classified sentence and must update it whenever model-visible behavior changes. Tables deliberately do not promise provider-exact token counts; measurements remain model- and workload-specific, while the documented growth and visibility contract stays stable.
A reviewer can start at any package and see its contribution to the conversation model, child models, and auxiliary calls without reconstructing the full plugin graph. Token-budget work can distinguish repeated request overhead from data-dependent history, and agent-scoped changes have an explicit documentation checkpoint. Package authors maintain one or more compact context-surface blocks or one classified sentence whenever model-visible behavior changes. The structured fields do not promise provider-exact token counts; measurements remain model- and workload-specific, while the documented growth and visibility contract stays stable.