Update documentation and testing policies and add a migration plan to cleanly separate the scriptorium CLI from the promptkit internals

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2026-07-26 08:59:46 -05:00
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# Development Guide
This document defines contributor workflow for Scriptorium.
## Repository Layout
- root package `scriptorium`: public Go facade, options, types, and error mapping.
- `cmd/scriptorium`: application entrypoint.
- `internal/domain`: core contracts.
- `internal/usecase`: runner orchestration.
- `internal/adapter/cli`: CLI adapter.
- `internal/adapter/http`: HTTP adapter.
- `internal/config`: application settings loading and precedence.
- `internal/defaults`: default constants.
- `internal/promptdef`: prompt-definition repository.
- `internal/profile`: execution-profile repository.
- `internal/profile/builtin`: embedded built-in execution profiles.
- `internal/filecatalog`: shared source discovery and path helpers.
- `internal/artifact`: artifact readers.
- `internal/prompt`: prompt rendering.
- `internal/llm`: LLM client interface and OpenAI-compatible implementation.
- `internal/validate`: validation interfaces and implementation.
- `internal/format`: prepared-run formatting.
- `docs/`: canonical documentation.
- `examples/`: copyable maintained examples and fixtures.
## Common Commands
Build:
```bash
go build ./cmd/scriptorium
```
Test:
```bash
go test ./...
```
Targeted test runs commonly used during changes:
```bash
go test .
go test ./internal/adapter/cli ./internal/adapter/http ./internal/usecase
go test ./internal/...
```
## Coding Conventions
- Prefer small interfaces at package boundaries.
- Keep adapter packages focused on translation and IO concerns.
- Keep domain/use-case logic outside adapters.
- Wrap errors with operation context.
- Use strict decoding for user-provided YAML/JSON where applicable.
- Avoid introducing dependencies unless they materially reduce risk/complexity.
## Dependency Policy
- Prefer standard library unless an external library is clearly justified.
- Current non-stdlib dependencies are intentionally small:
- `gopkg.in/yaml.v3` for YAML decoding.
- `github.com/santhosh-tekuri/jsonschema/v6` for JSON Schema validation.
- Do not leak dependency-specific types across unrelated package boundaries.
## How To Add App Config Fields
1. Add fields in `internal/config/config.go` (`Config`, `AppSettings`, and/or `CLIOverrides` as needed).
2. Apply defaults in `BuiltInDefaults()` when required.
3. Parse and validate in `applyConfig` / `ApplyCLIOverrides`.
4. Wire the field through the consuming adapter(s).
5. Add/update config tests in `internal/config/config_test.go`.
6. Update canonical docs (`docs/config.md`, and other affected docs).
## How To Add CLI Flags
1. Add flags in `internal/adapter/cli/run.go` for the relevant command.
2. Ensure precedence behavior remains consistent with app config rules.
3. Keep `run`, `render`, and `serve` flag surfaces intentionally scoped.
4. Add/update parser and command tests in `internal/adapter/cli/run_test.go`.
5. Update `docs/cli.md` and any related docs/examples.
## How To Add Adapters Or Adapter Capabilities
1. Define or reuse the appropriate interface boundary in domain/use-case packages.
2. Implement adapter code under `internal/adapter/<name>` (or relevant boundary package).
3. Keep business decisions in `internal/usecase`.
4. Add focused adapter tests for mapping, parse, and error behavior.
5. Document the new/changed boundary in `docs/internal/adapters.md`.
6. If source-loading behavior changes, update `docs/internal/sources.md`.
7. If an external contract changes, update the canonical public or integration doc in the same change.
## How To Update Prompt/Profile/Schema Assets
1. Keep prompt/profile/schema files valid under strict loaders.
2. Keep examples secret-free.
3. Re-run tests that cover prompt/profile/validation behavior.
4. Update `docs/config.md` and any docs that reference changed contracts.
## Documentation Update Expectations
When behavior changes:
1. Update canonical doc locations, not duplicate files.
2. Keep non-roadmap docs limited to implemented behavior.
3. Update links after file moves/renames.
4. Re-run relevant tests and smoke commands.
5. For internal boundary docs, check references with `rg "docs/internal|internal/sources" docs/policy docs/internal`.
Docs work is complete only when code/tests/examples/docs agree.

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# Go Project Documentation Policy
# Documentation Policy
## Purpose
Project documentation must help five audiences:
1. users who need to run the application;
2. administrators/operators who need to configure and operate it;
3. developers who need to understand and change it safely;
4. LLM coding agents that need clear scope, boundaries, and invariants;
5. developers and LLM coding agents integrating this project from another codebase.
Docs should be accurate, concise, task-oriented, and organized by audience. Prefer links to canonical docs over repetition.
This policy assigns each documentation topic to one canonical owner. Its goal is
to keep this repository's documentation accurate, concise, discoverable, and
resistant to drift for users, operators, developers, integrators, and LLM
coding agents.
## Core Rules
### 1. Keep docs concise
### One Canonical Owner
Each document should cover a defined scope and only the essentials for that scope.
Each authoritative fact belongs in one document. A non-owning document may give
a short, stable summary for orientation, but it must link to the canonical owner
instead of repeating volatile details.
Avoid:
- long background explanations;
- repeated reference material;
- implementation detail in user-facing docs;
- aspirational language outside roadmap docs;
- verbose examples where one minimal example is clearer.
Volatile details include commands, flags, configuration fields and defaults,
module keys, schemas, file names, paths, status codes, retry behavior, and
runtime guarantees. If readers could reasonably treat a statement as a
contract, maintain it only in the owning document.
### 2. Document only implemented behavior outside roadmap files
Minimal tested usage examples are allowed outside the owning contract when this
policy assigns them an orientation or instructional purpose. They must link to
the canonical contract and must not redefine complete syntax, defaults, or
semantics.
### Current And Future Behavior
Outside `docs/roadmap/`, documentation describes implemented behavior only.
Partial features may be described only to their implemented boundary.
Unimplemented, planned, aspirational, experimental, or future work may be described only under:
ADRs are the narrow exception: an ADR may record an accepted architectural
decision before implementation, but acceptance must not be presented as proof
that the behavior exists. The roadmap owns implementation status and sequencing
until the decision is implemented. Current architecture, user, operator,
integration, and internal documentation are updated when the behavior lands.
- `docs/roadmap/`
### Audience And Detail
Write for the document's stated audience and include only the detail needed for
its owned topic. User and operator docs should not expose implementation detail.
Developer docs should link to user-facing and external contracts rather than
restate them.
### Examples
Complete copyable files belong in `examples/`. Documentation may use the
smallest illustrative snippet needed to explain its owned topic, but should link
to maintained examples instead of embedding a second complete copy.
Examples must be valid, secret-free, and tested where practical. Commands and
configuration used in documentation should match the application.
No other documentation file, including `README.md`, should describe code, features, modules, stages, commands, config fields, or behaviors that do not currently exist.
### Security And Privacy
If a feature is partial, non-roadmap docs may describe only the implemented portion and its current boundary.
### 3. Use canonical homes
Each type of information should have one canonical location.
Canonical homes:
- project purpose and quickstart: `README.md`
- development principles: `docs/policy/architecture.md`
- public HTTP API reference: `docs/api.md`
- configuration reference: `docs/config.md`
- CLI reference: `docs/cli.md`
- operations and recovery: `docs/operations.md`
- troubleshooting: `docs/troubleshooting.md`
- public API/package consumer guidance: `docs/consumers/`
- implemented internals: `docs/internal/`
- external protocol, service, and file-format contracts: `docs/integrations/`
- future work: `docs/roadmap/`
- contributor workflow: `docs/policy/development.md`
- copyable examples: `examples/`
Other files should summarize briefly and link to the canonical source.
### 4. Keep examples real
Examples should be valid, maintained, and free of secrets.
Where practical:
- example configs should load successfully;
- example commands should match real CLI syntax;
- important examples should be covered by tests.
## Documentation Profiles
All projects require:
- `README.md`
- `docs/policy/architecture.md`
Additional docs depend on the project.
### Small library
Recommended:
- `docs/policy/development.md`, if contributor conventions are non-obvious
### Simple CLI
Required:
- `docs/cli.md`
Recommended:
- `docs/policy/development.md`
### Config-driven CLI
Required:
- `docs/cli.md`
- `docs/config.md`
Recommended:
- `examples/`
- `docs/policy/development.md`
### Stateful or operator-facing application
Required:
- `docs/cli.md`, if CLI-based
- `docs/config.md`, if config-driven
- `docs/operations.md`
Recommended:
- `docs/troubleshooting.md`
- `examples/`
- `docs/policy/development.md`
### Modular, service-oriented, or orchestration application
Required:
- `docs/cli.md`, if CLI-based
- `docs/config.md`, if config-driven
- `docs/operations.md`
- `docs/internal/`
- `docs/policy/development.md`
Recommended:
- `docs/troubleshooting.md`
- validated examples under `examples/`
### Public HTTP API service
Required:
- `docs/api.md`
- `docs/cli.md`, if CLI-based
- `docs/config.md`, if config-driven
- `docs/operations.md`
- `docs/internal/`
- `docs/policy/development.md`
Recommended:
- `docs/troubleshooting.md`
- `docs/consumers/`, for task-oriented client integration guides
- `docs/integrations/`, for upstream/downstream service contracts
- validated examples under `examples/`
### Project with public packages or consumer APIs
Required:
- `docs/consumers/api.md`
- one `docs/consumers/pkg-<name>.md` file per public package, if public packages exist
Recommended:
- copyable consumer examples under `examples/`, if practical
## Required Documents
### README.md
**Audience:** users, administrators, operators
The README is the outward-facing project orientation page.
It should include, in order:
1. concise description;
2. elevator pitch;
3. shortest useful command or usage example;
4. links to targeted docs.
The README should be short. It is not a manual.
The “shortest useful command” means the simplest command that performs the projects core use case. (It does not mean `app --help`.)
### docs/policy/architecture.md
**Audience:** developers, LLM coding agents
`docs/policy/architecture.md` is required for every project.
It is an inward-facing development policy document. It should describe how the project is intended to be built and changed.
It should include:
- project shape;
- core design principles;
- package and boundary philosophy;
- state/persistence philosophy, if applicable;
- external integration philosophy, if applicable;
- error-handling and logging principles;
- testing expectations;
- documentation expectations;
- architectural invariants;
- explicit non-goals, if useful.
Notably, this file should prescribe a core development *policy* that should remain unchanged as the application evolves. It is not a place for details (e.g., CLI flags) that could change over time.
The contents of `architecture.md` should be trim and concise. LLMs may be directed to review it routinely via AGENTS.md, CLAUDE.md, or similar.
### docs/api.md
**Audience:** external HTTP API consumers, developers, LLM coding agents integrating by HTTP
Required for projects whose primary public interface is HTTP.
`docs/api.md` is the canonical public HTTP API contract. It should be normative for external consumers and should not be duplicated by README, operations docs, consumer guides, or integration docs.
It should include:
1. base URL conventions;
2. authentication and authorization behavior, if implemented;
3. response envelope;
4. supported media types and content negotiation behavior;
5. shared query parameters;
6. endpoint reference grouped by route family;
7. request parameters and validation rules;
8. response fields, units, nullability, and optionality;
9. error response shape and status codes;
10. pagination, caching, rate-limit, idempotency, and retry behavior, if implemented;
11. compact request and response examples.
It must document only implemented endpoints and behavior. Planned endpoints, proposed fields, future filters, and experimental response shapes belong only under `docs/roadmap/`.
For HTTP API projects, `docs/consumers/` may provide task-oriented client integration guides, but those guides should link to `docs/api.md` for the authoritative endpoint contract.
### docs/policy/development.md
**Audience:** developers, LLM coding agents
Required for projects maintained by humans and LLM coding agents.
It should include:
- repository layout;
- build/test commands;
- coding conventions;
- dependency policy;
- how to add config fields;
- how to add CLI flags;
- how to add modules or adapters, if applicable;
- how to update examples;
- documentation update expectations.
### docs/config.md
**Audience:** administrators, operators, advanced users
Required for applications with configuration files.
It should include, in order:
1. config file locations and discovery precedence;
2. minimal working config;
3. production-oriented config;
4. full configuration reference;
5. secrets handling, if applicable;
6. links to maintained examples.
The full configuration reference should be canonical.
### docs/cli.md
**Audience:** users, administrators, operators
Required for CLI applications.
It should include, in order:
1. shortest useful command;
2. command overview;
3. complete flag reference;
4. common workflows;
5. diagnostic or recovery commands, if applicable.
Explain when commands are useful, not just their syntax.
### docs/operations.md
**Audience:** administrators, operators
Required for applications that maintain state, support resume behavior, run multi-step workflows, write durable artifacts, use remote storage, or require recovery procedures.
It should cover:
- normal workflow;
- filesystem layout;
- remote storage layout, if applicable;
- logs and manifests;
- resume/retry behavior;
- cleanup behavior;
- archive/backup behavior;
- safe recovery procedures;
- operational caveats.
### docs/troubleshooting.md
**Audience:** administrators, operators
Recommended once recurring failure modes exist.
Each entry should include:
- symptom;
- likely cause;
- diagnostic command or inspection step;
- safe fix;
- relevant links.
### docs/consumers/
**Audience:** developers and LLM coding agents integrating this project from another codebase
Required for projects with public packages, SDKs, client APIs, plugin APIs, or other application-facing integration surfaces.
This directory describes how an external codebase should consume the project's public API. It should be task-oriented and copyable where useful. It is not the place for internal implementation details or operator procedures.
For projects whose public API is HTTP, `docs/consumers/` is not required, and it should not duplicate the endpoint reference in `docs/api.md`. If present, it may provide practical integration workflows, client-specific examples, or migration notes that link back to `docs/api.md`.
`docs/consumers/api.md` should provide the consumer-facing overview and primary implementation workflow. It should include:
1. intended consumer audience and use cases;
2. required inputs supplied by operators or deployment configuration;
3. recommended public package or API workflow;
4. minimal copyable example;
5. consumer responsibilities and boundaries;
6. retry, idempotency, or status behavior, if applicable;
7. links to package-specific docs and canonical integration contracts.
Package-specific docs should be named `pkg-<name>.md` and should include:
1. import path;
2. intended use cases;
3. primary types and functions needed by consumers;
4. minimal examples;
5. validation, error, retry, and boundary behavior;
6. links to canonical file-format or wire-protocol contracts.
### docs/internal/
**Audience:** developers, LLM coding agents
Required for modular, service-oriented, or orchestration projects.
This directory describes implemented internal components. It is not the roadmap.
Use one file per major component where useful.
Each component doc should include:
1. purpose;
2. inputs and outputs;
3. boundaries;
4. config fields used;
5. external adapters used;
6. state or manifest behavior, if applicable;
7. skip/resume behavior, if applicable;
8. failure behavior;
9. tests to inspect before changing;
10. architectural invariants.
### docs/roadmap/
**Audience:** maintainers, developers, LLM coding agents
This is the only place for planned, future, aspirational, experimental, or unimplemented work.
Roadmap docs should clearly distinguish:
- proposed work;
- accepted plans;
- deferred ideas;
- rejected ideas;
- implementation prompts or task breakdowns, if useful.
Roadmap docs should not be confused with current behavior.
### docs/integrations/
**Audience:** developers, LLM coding agents
Required for projects that depend on external CLIs, APIs, services, protocols, or file formats where the integration contract is important to maintain.
This directory contains concise, versioned reference notes for external integration contracts. It should document only the parts of the external system that this project actually uses or exposes.
For public HTTP API services, `docs/integrations/` should document upstream, downstream, storage, protocol, or runtime contracts that the service depends on or bridges. It should not become a second copy of the public HTTP endpoint reference; that belongs in `docs/api.md`.
Use one file per integration where useful.
## Examples Directory
Projects with non-trivial configuration or workflows should include `examples/`.
Useful examples include:
- minimal working config;
- production-oriented config;
- full annotated config;
- local development config;
- remote/object-storage config;
- minimal session/input file.
Examples should be valid, maintained, tested when practical, and linked from relevant docs.
## Security and Privacy
Docs and examples must not include:
- real API keys;
- tokens;
- passwords;
- private keys;
- private environment dumps;
- sensitive user data;
- raw private transcripts;
- private infrastructure details unless intentionally public.
Document secret-handling mechanisms, not actual secret values.
## Maintenance Rules
When docs change, verify the affected behavior.
Where practical:
- load example config files in tests;
- test CLI examples or command parser behavior;
- validate documented flags against real flags;
- remove stale references;
- update links after renames;
- keep roadmap content out of non-roadmap docs.
If documentation and code disagree, fix the documentation and/or open a roadmap item; do not leave aspirational behavior in current-behavior docs.
Documentation is complete only when it matches the current code.
## Documentation Change Checklist
Before merging documentation changes, verify:
- README is concise and orientation-focused.
- `docs/policy/architecture.md` describes development principles.
- `docs/api.md` is the canonical HTTP contract for HTTP API services.
- Future work appears only under `docs/roadmap/`.
- User-facing docs avoid unnecessary internals.
- Consumer-facing docs explain public APIs without duplicating HTTP endpoint or integration contracts.
- Developer-facing docs preserve boundaries and invariants.
- Config examples match the schema.
- CLI examples match real commands and flags.
- Defaults appear in the canonical config reference.
- No secrets or private data are included.
- Links are accurate.
Documentation and examples must not contain real credentials, private keys,
private environment dumps, sensitive source material, or private infrastructure
details unless intentionally public. Document secret-handling mechanisms, not
secret values.
## Canonical Ownership
| Topic | Canonical owner | Owned content | Content owned elsewhere |
| --- | --- | --- | --- |
| Product orientation and minimal end-to-end quickstart | `README.md` | What this project is, why it is useful, one shortest successful invocation, and links onward. | Complete command reference, configuration reference, operational procedures, implementation detail. |
| Contributor entry point | `docs/development.md` | Task-oriented reading guide, minimal contributor orientation, baseline validation commands, and links to canonical docs. | Package inventory, architecture rules, subsystem behavior, and detailed change recipes, which belong in the relevant internal component document. |
| Current application architecture | `docs/policy/architecture.md` | System shape, normative ownership, dependency direction, architectural boundaries, invariants, safety properties, and non-goals. | Concrete package inventory, implementation mechanics, contributor procedures, decision history, future work. |
| Documentation organization | `docs/policy/documentation.md` | Documentation ownership, audience boundaries, maintenance rules, and ADR/document lifecycle. | Application architecture or product behavior. |
| Testing policy | `docs/policy/testing.md` | Test philosophy, risk-based sufficiency, test boundaries, doubles, coverage guidance, regression-test policy, and criteria for adding, rewriting, or deleting tests. | Subsystem behavior, application contracts, subsystem-specific test inventories, and implementation plans. |
| CLI contract | `docs/cli.md` | Commands, arguments, flags, invocation semantics, and exit codes. | End-to-end operating procedures, configuration field definitions, runtime filesystem layout, module implementation details. |
| Configuration contract | `docs/config.md` | Discovery and precedence, file schema, fields, defaults, environment overrides, validation rules, and user-selectable module or validator keys. | Complete example files, CLI syntax, runtime state lifecycle, module implementation details. |
| Operations | `docs/operations.md` | Runtime workflows, physical filesystem and state layout, output, cache, and debug handling, resume, cleanup, permissions, recovery, and operational limits. | CLI flag syntax, configuration field definitions, logical output schemas, implementation mechanics. |
| Public HTTP contract | `docs/api.md` | Routes, authentication, media types, request and response schemas, status codes, pagination, caching, idempotency, rate limits, and HTTP retry semantics. | Client walkthroughs, upstream or downstream integration internals, implementation detail. |
| Consumer guidance | `docs/consumers/` | Task-oriented use of the public interface, minimal client examples, and consumer responsibilities. | HTTP wire semantics, external protocol contracts, internal implementation detail. |
| External and durable integration contracts | `docs/integrations/` | External file formats and protocols, upstream and downstream contracts, logical output bundle paths and schemas, media types, and compatibility behavior. | Physical runtime placement and lifecycle, internal transformations, CLI syntax, configuration defaults. |
| Implemented component inventory | `docs/internal/overview.md` | Current packages and components, their implemented responsibilities, and links to focused internal docs. | Normative architecture, contributor reading policy, external contracts. |
| Internal component behavior | Other files under `docs/internal/` | Implementation flow, internal collaborators and state transitions, package-local guarantees and failures, and relevant tests. | Global architecture invariants, configuration definitions and defaults, external schemas, operator procedures. |
| Architectural decision history | `docs/adr/` | Significant decisions, context, alternatives, rationale, consequences, and supersession history. | Current behavior reference, implementation status, task sequencing. |
| Future work and implementation status | `docs/roadmap/` | Proposed, accepted, deferred, or rejected work; implementation status; sequencing; and task breakdowns. | Implemented behavior reference and architectural decision rationale. |
| Complete copyable artifacts | `examples/` | Maintained configuration, inputs, and other files intended to be copied or run. | Field-by-field reference, command reference, prose explanation. |
Documents that do not exist are required only when the corresponding interface
or responsibility exists. Do not create placeholder API, consumer, integration,
or operations documents for behavior the application does not have.
## Boundary Rules
### Orientation
The README owns product orientation. The developer guide routes contributors.
Architecture owns normative structure. Internal overview owns the current
concrete component map. These documents may link to one another but should not
maintain parallel package or behavior descriptions.
### Commands, Configuration, And Operations
CLI documentation answers how to invoke the application. Configuration
documentation answers what settings mean. Operations answers what happens to
runtime state and how to operate or recover the application. When a workflow
crosses these topics, choose the document that owns the task and link to the
other contracts.
### Contracts And Implementation
Integration and API documents define externally observable shapes and
semantics. Internal documents explain how this project implements or consumes
those contracts. Internal docs may name a field, file, or protocol to identify
a dependency, but must link to its canonical contract for the definition.
### Security Topics
This policy owns what documentation and examples may contain. Architecture owns
application security invariants. Configuration owns credential-supply
mechanisms. Operations owns permissions and handling of sensitive runtime
artifacts. Internal docs own implementation mechanisms only.
## Architecture Decision Records
Use sequentially numbered ADR filenames such as
`0001-record-architecture-decisions.md`. Follow the lightweight Nygard format:
1. title;
2. status;
3. date;
4. context;
5. decision;
6. alternatives considered;
7. consequences.
Use one of these statuses:
- **Proposed:** the decision is under consideration and may change;
- **Accepted:** the decision is approved, whether or not implementation is
complete;
- **Rejected:** the proposed decision was considered and not adopted;
- **Superseded:** a later ADR replaces the accepted decision.
A proposed ADR transitions to accepted or rejected. An accepted ADR transitions
to superseded only when a later accepted ADR replaces it. An ADR may be created
as accepted when the decision has already been made.
Treat the decision content of an accepted ADR as immutable. Its status and
supersession metadata may be updated, but a changed decision requires a new ADR.
A superseded ADR must link to its replacement, and the replacement must link
back to the superseded ADR. Rejected architectural alternatives belong in the
ADR; rejected product ideas belong in the roadmap.
## Maintenance
When behavior changes, update its canonical owner in the same change. If
ownership moves, remove the old definition and replace it with a link where
navigation remains useful.
Before completing documentation work:
- verify affected behavior and examples;
- check commands, flags, fields, defaults, schemas, and paths against their
implementation;
- keep unimplemented behavior in the roadmap, subject to the ADR exception;
- remove stale references and validate links;
- confirm that non-owning documents summarize and link rather than redefine;
- confirm that no secrets or sensitive private data were added.

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# Testing Policy
## Purpose
Our tests exist to make **incorrect changes expensive and correct changes cheap**.
We do not optimize for test count, line coverage, exhaustive isolation, or the fewest possible tests. We optimize for sufficient confidence in important behavior while imposing as little unnecessary friction as possible on future development.
## Every test has a cost
Testing is not an unqualified good. Every test imposes both an immediate cost and a continuing lifetime cost.
A test must be:
- written and reviewed;
- understood by future maintainers and coding agents;
- executed in local and CI workflows;
- diagnosed when it fails;
- updated when legitimate behavior changes;
- maintained as fixtures, APIs, and dependencies evolve; and
- removed or rewritten when it becomes redundant, brittle, misleading, or obsolete.
Tests also create cognitive and architectural friction. They can constrain refactoring, duplicate policy, slow feedback loops, add noise to failures, and cause harmless implementation changes to require unrelated edits across the suite.
A test is warranted only when the confidence it provides justifies these costs.
Apply this cost-benefit analysis at two levels:
1. **Per test:** What realistic defect does this test detect, how consequential would that defect be, and is that protection worth the test's lifetime cost?
2. **Across the suite:** Does this collection provide materially more confidence than a smaller, simpler suite would?
The preferred test suite is a **lean suite that provides sufficient confidence in the risks that matter, without redundant or low-value tests**. We seek sufficient confidence with the least unnecessary testing friction, not the fewest possible tests.
Some friction is intentional. Tests should make dangerous changes—such as breaking compatibility, corrupting data, violating security boundaries, or reintroducing subtle bugs—require deliberate review. They should not make ordinary internal changes needlessly expensive.
The cost of a test is not a reason to omit testing by default. Do not cite maintenance cost abstractly. When omitting a plausible test, be able to state why the protected failure is low-risk, already covered, obvious, reversible, or cheaper to detect elsewhere. For consequential, subtle, or difficult-to-observe behavior, the presumption should favor testing.
## Default testing style
Use a **classical/Detroit-style** approach:
- Test observable behavior, resulting state, contracts, and invariants.
- Use real internal collaborators when they are fast and deterministic.
- Use fakes, stubs, or mocks primarily at expensive, nondeterministic, destructive, or external boundaries.
- Prefer package-level behavioral tests over tests coupled to private helpers or internal call sequences.
- Treat exact collaborator interactions as testable behavior only when the interaction itself is a requirement.
Examples of appropriate seams include clocks, randomness, subprocesses, remote APIs, object storage, email, and paid LLM calls.
## Test execution requirements
Tests in the default suite must be deterministic, offline, and independent of real credentials. They must not invoke paid APIs or depend on mutable external services. Tests that require live infrastructure must be explicitly opt-in and clearly separated from the default suite.
Control clocks, randomness, environment variables, and other process-global or machine-specific state when they affect behavior. Tests should be safe to run repeatedly and alongside other tests without depending on execution order or state left by an earlier test.
## What deserves tests
Prioritize tests for:
1. Public and package-level contracts.
2. Domain rules and important invariants.
3. Boundary conditions and malformed input.
4. Failure handling, cancellation, retries, recovery, and partial success.
5. Serialization, schemas, compatibility, and round trips.
6. Previously observed or plausible regressions.
7. Representative integration and end-to-end workflows.
A package-level contract is behavior relied upon by another package or major collaborator, not every observable detail of a package implementation.
For behavior involving **data integrity, destructive operations, compatibility, security, concurrency, idempotency, or recovery**, presume that durable tests are required unless the behavior is already credibly protected at another layer.
Do not add tests merely because a function, branch, or line exists. Do not add a test when the same meaningful risk is already adequately protected elsewhere.
## Choose the right test boundary
Test through the narrowest stable boundary that expresses the behavior clearly.
This is often the package API, but it may instead be:
- a smaller pure function when dense domain logic is most clearly isolated there;
- a package-level operation when several internal collaborators jointly produce the behavior; or
- a larger integration boundary when correctness emerges from interaction with a real dependency.
Do not force all behavior through oversized end-to-end tests. Do not test every private helper merely because it exists. Choose the boundary that gives durable confidence with the least incidental coupling.
## Test behavior, not implementation
A test should protect a decision, contract, or invariant—not memorialize the current implementation.
Before adding or retaining a test, ask:
> What realistic defect would this test catch?
A test is suspect when its main purpose is to detect that someone:
- changed an internal constant;
- renamed or split a private helper;
- reordered equivalent internal operations;
- changed incidental formatting;
- replaced one correct algorithm with another; or
- refactored internal object structure without changing behavior.
Refactoring should normally require no test edits unless the refactored structure is itself part of the contract.
A test can be factually correct and still have negative value. Accurately describing current behavior is not enough; the protected behavior must be important enough to justify the future friction.
## Expected effects of different changes
Use the following expectations when evaluating test failures and test maintenance:
| Change | Expected effect on tests |
|---|---|
| Internal refactor that preserves behavior | Existing tests should normally remain unchanged and continue to pass. |
| Change to an internal default with no contractual significance | Behavioral tests should normally remain unchanged; tests should derive expectations from configuration or relationships rather than duplicate the old value. |
| Intentional change to public behavior, policy, schema, or compatibility guarantees | The relevant tests should be reviewed and changed deliberately. |
| Accidental violation of a contract or invariant | Tests should fail; fix the production code rather than rewriting the tests to accept the defect. |
A test failing is not the same as a test needing to be edited. Many tests may correctly fail because of one production defect. The maintenance smell is a correct internal change that requires unrelated expectation updates throughout the suite.
## Separate mechanism from policy
Configurable thresholds and defaults must not be duplicated throughout the test suite.
For example, do not encode an internal concurrency limit indirectly:
```go
// Production policy:
const maxConcurrency = 4
// Brittle test:
err := startProcesses(5)
require.Error(t, err)
```
Instead, test the mechanism relationally:
```go
const limit = 2
runner := NewRunner(limit)
require.NoError(t, runner.Start(limit))
require.ErrorIs(t, runner.Start(limit+1), ErrTooMuchConcurrency)
```
The test should prove:
- the configured limit is accepted; and
- one beyond the configured limit is rejected.
The production default should be tested exactly only when its literal value is itself a public, operational, safety, protocol, or compatibility requirement.
Apply the same rule to limits, timeouts, capacities, retry counts, and ranges: test relationships and behavior, not duplicated literals.
For concurrency limits, test both kinds of behavior when relevant:
1. **Configuration enforcement:** invalid or excessive requested values are handled correctly.
2. **Runtime enforcement:** observed peak concurrency never exceeds the configured limit.
Use a test-controlled limit and measure the behavior relative to that limit. Do not merely assert today's default value.
## Avoid semantic duplication across layers
Each behavior should have a clear test owner.
- Parser tests own parsing cases.
- Validator tests own validation rules.
- Domain tests own transformations and invariants.
- Adapter tests own external integration behavior.
- Orchestrator tests own coordination and failure propagation.
- CLI tests own argument and configuration mapping.
- End-to-end tests prove that representative assembled workflows work.
Higher-level tests should not repeat every lower-level case. A single intentional policy change should not require unrelated edits across many test files.
Tests that are individually reasonable may still be collectively redundant. Evaluate the marginal value of each additional test in light of the protection already provided by the rest of the suite.
## Use test doubles deliberately
Choose the least elaborate test double that provides the required control or observation.
As a default:
1. Prefer real collaborators when they are fast and deterministic.
2. Use small in-memory fakes when realistic stateful behavior is helpful.
3. Use stubs when a dependency only needs to provide controlled responses.
4. Use mocks when the interaction itself is contractual.
Mocks are appropriate when the contract includes facts such as:
- a notification is sent exactly once;
- a transaction is committed only after successful writes;
- cancellation reaches a subprocess;
- an expensive API is called no more than once; or
- a security audit event is emitted.
Do not use mocks merely to isolate every object or reproduce the implementation's call graph.
## Go-specific guidance
Use:
- table-driven tests for meaningful behavioral categories and boundaries;
- `t.TempDir()` for real filesystem behavior;
- `httptest.Server` for realistic HTTP interactions;
- fuzz tests for parsers, normalization, path handling, and broad input spaces;
- golden files only when the complete output is intentionally stable;
- integration tests where correctness depends on component interaction; and
- a small number of representative end-to-end tests.
Avoid exact error-string assertions unless the wording is itself contractual. Prefer `errors.Is`, `errors.As`, typed errors, or structured error fields.
At CLI boundaries, prefer exit classifications, structured output, and the smallest stable semantic fragment needed to identify the error. Do not snapshot complete diagnostic wording unless it is contractual.
Golden-file updates must require an explicit local flag. CI must not update golden files automatically, and reviewers must inspect the semantic diff before accepting an update.
Keep tests readable and direct. Test helpers and fixture frameworks must earn their own maintenance cost; do not build elaborate test infrastructure for small or isolated needs.
## Coverage
Coverage is a diagnostic, not a target.
Use it to find untested critical branches and unexpectedly weak packages. Do not write low-value tests solely to increase a percentage, and do not infer test quality from coverage alone.
Pure domain logic will often warrant higher coverage than CLI wiring or external adapters. Uneven coverage is acceptable when it reflects risk.
Increasing coverage is valuable only when the newly covered behavior protects a meaningful risk at an acceptable cost.
## Regression tests
A bug fix should normally include a regression test that fails before the fix and passes afterward.
Retain the test when the defect could realistically recur and its consequences justify the ongoing cost. Prefer the narrowest durable test of the violated contract or invariant; do not preserve accidental implementation details from the original bug.
Not every historical bug requires a permanent test. If the underlying design has made recurrence impossible, the test has become redundant, or a stronger invariant test now subsumes it, remove or consolidate it.
## Deleting or rewriting tests
Tests are maintained code, not permanent historical artifacts.
Delete or rewrite a test when its maintenance cost exceeds the confidence it provides.
Strong candidates include tests that:
- require updates after harmless internal changes;
- directly assert private constants without protecting a real contract;
- duplicate the same policy across several layers;
- verify mock choreography rather than outcomes;
- snapshot large amounts of incidental output;
- test trivial private helpers already exercised through stable package behavior;
- protect risks already covered more effectively elsewhere;
- are flaky, misleading, obsolete, or disproportionately expensive to diagnose; or
- no longer correspond to a plausible failure mode.
Several brittle tests may encode one genuine requirement. Replace them with one durable behavior-level or invariant test rather than preserving all of them.
Deleting a low-value test can improve the quality of the suite by reducing noise, maintenance burden, and friction around legitimate change.
## Reviewing a proposed test
Use the following questions when the value, boundary, or durability of a proposed test is not self-evident. Significant test additions should be reviewable against them, but written answers are not required for every routine test.
1. What realistic defect would it catch?
2. How likely is that defect?
3. How consequential would it be?
4. Is the behavior already protected elsewhere?
5. At which layer should this behavior be owned?
6. Does the test assert a durable contract or an incidental implementation detail?
7. Could the implementation be refactored without changing the behavior and without editing this test?
8. What should cause this test to fail?
9. What legitimate changes should not cause this test to fail?
10. What ongoing maintenance, execution, and diagnostic cost will the test impose?
11. Is there a smaller or more direct test that protects the same risk?
Do not add the test when its expected lifetime cost exceeds its expected protective value.
When deciding not to test plausible behavior, record or be able to explain why the risk is low, already protected, obvious, reversible, or cheaper to detect elsewhere.
## Definition of sufficient
A test suite is sufficient when:
- important contracts and invariants are protected;
- meaningful boundaries and failure modes are exercised;
- realistic and consequential regressions are credibly protected against silent recurrence;
- behavior involving data integrity, destructive operations, compatibility, security, concurrency, idempotency, and recovery is credibly protected;
- important external boundaries have realistic integration coverage;
- representative complete workflows are tested;
- failures provide useful signal rather than redundant noise;
- legitimate internal changes usually do not require test edits; and
- additional tests would mostly repeat existing protection or preserve inconsequential implementation details.
Sufficiency is a risk judgment, not a coverage percentage or test count. Reassess it as the application, its users, and the consequences of failure evolve.
The governing rule is:
> Test heavily where failure is consequential, subtle, or difficult to detect after the fact. Test lightly where failure is obvious, reversible, and inexpensive—and retain no test whose lifetime cost exceeds the confidence it provides.