User Input
$ARGUMENTS
You MUST consider the user input before proceeding (if not empty).
Pre-Execution Checks
Check for extension hooks (before specification):
- Check if
.specify/extensions.yml exists in the project root.
- If it exists, read it and look for entries under the
hooks.before_specify key
- If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally
- Filter out hooks where
enabled is explicitly false. Treat hooks without an enabled field as enabled by default.
- For each remaining hook, do not attempt to interpret or evaluate hook
condition expressions:
- If the hook has no
condition field, or it is null/empty, treat the hook as executable
- If the hook defines a non-empty
condition, skip the hook and leave condition evaluation to the HookExecutor implementation
- When constructing slash commands from hook command names, replace dots (
.) with hyphens (-). For example, speckit.git.commit → /speckit-git-commit.
- For each executable hook, output the following based on its
optional flag:
- Optional hook (
optional: true):## Extension Hooks
**Optional Pre-Hook**: {extension}
Command: `/{command}`
Description: {description}
Prompt: {prompt}
To execute: `/{command}`
- Mandatory hook (
optional: false):## Extension Hooks
**Automatic Pre-Hook**: {extension}
Executing: `/{command}`
EXECUTE_COMMAND: {command}
Wait for the result of the hook command before proceeding to the Outline.
- If no hooks are registered or
.specify/extensions.yml does not exist, skip silently
Outline
The text the user typed after /speckit-specify in the triggering message is the feature description. Assume you always have it available in this conversation even if $ARGUMENTS appears literally below. Do not ask the user to repeat it unless they provided an empty command.
Given that feature description, do this:
Generate a concise short name (2-4 words) for the feature:
- Analyze the feature description and extract the most meaningful keywords
- Create a 2-4 word short name that captures the essence of the feature
- Use action-noun format when possible (e.g., "add-user-auth", "fix-payment-bug")
- Preserve technical terms and acronyms (OAuth2, API, JWT, etc.)
- Keep it concise but descriptive enough to understand the feature at a glance
- Examples:
- "I want to add user authentication" → "user-auth"
- "Implement OAuth2 integration for the API" → "oauth2-api-integration"
- "Create a dashboard for analytics" → "analytics-dashboard"
- "Fix payment processing timeout bug" → "fix-payment-timeout"
Branch creation (optional, via hook):
If a before_specify hook ran successfully in the Pre-Execution Checks above, it will have created/switched to a git branch and output JSON containing BRANCH_NAME and FEATURE_NUM. Note these values for reference, but the branch name does not dictate the spec directory name.
If the user explicitly provided GIT_BRANCH_NAME, pass it through to the hook so the branch script uses the exact value as the branch name (bypassing all prefix/suffix generation).
Create the spec feature directory:
Specs live under the default specs/ directory unless the user explicitly provides SPECIFY_FEATURE_DIRECTORY.
Resolution order for SPECIFY_FEATURE_DIRECTORY:
- If the user explicitly provided
SPECIFY_FEATURE_DIRECTORY (e.g., via environment variable, argument, or configuration), use it as-is
- Otherwise, auto-generate it under
specs/:
- Check
.specify/init-options.json for branch_numbering
- If
"timestamp": prefix is YYYYMMDD-HHMMSS (current timestamp)
- If
"sequential" or absent: prefix is NNN (next available 3-digit number after scanning existing directories in specs/)
- Construct the directory name:
<prefix>-<short-name> (e.g., 003-user-auth or 20260319-143022-user-auth)
- Set
SPECIFY_FEATURE_DIRECTORY to specs/<directory-name>
Create the directory and spec file:
IMPORTANT:
- You must only create one feature per
/speckit-specify invocation
- The spec directory name and the git branch name are independent — they may be the same but that is the user's choice
- The spec directory and file are always created by this command, never by the hook
Load .specify/templates/spec-template.md to understand required sections.
Follow this execution flow:
- Parse user description from arguments
If empty: ERROR "No feature description provided"
- Extract key concepts from description
Identify: actors, actions, data, constraints
- For unclear aspects:
- Make informed guesses based on context and industry standards
- Only mark with [NEEDS CLARIFICATION: specific question] if:
- The choice significantly impacts feature scope or user experience
- Multiple reasonable interpretations exist with different implications
- No reasonable default exists
- LIMIT: Maximum 3 [NEEDS CLARIFICATION] markers total
- Prioritize clarifications by impact: scope > security/privacy > user experience > technical details
- Fill User Scenarios & Testing section
If no clear user flow: ERROR "Cannot determine user scenarios"
- Generate Functional Requirements
Each requirement must be testable
Use reasonable defaults for unspecified details (document assumptions in Assumptions section)
- Define Success Criteria
Create measurable, technology-agnostic outcomes
Include both quantitative metrics (time, performance, volume) and qualitative measures (user satisfaction, task completion)
Each criterion must be verifiable without implementation details
- Identify Key Entities (if data involved)
- Return: SUCCESS (spec ready for planning)
Write the specification to SPEC_FILE using the template structure, replacing placeholders with concrete details derived from the feature description (arguments) while preserving section order and headings.
Specification Quality Validation: After writing the initial spec, validate it against quality criteria:
a. Create Spec Quality Checklist: Generate a checklist file at SPECIFY_FEATURE_DIRECTORY/checklists/requirements.md using the checklist template structure with these validation items:
# Specification Quality Checklist: [FEATURE NAME]
**Purpose**: Validate specification completeness and quality before proceeding to planning
**Created**: [DATE]
**Feature**: [Link to spec.md]
## Content Quality
- [ ] No implementation details (languages, frameworks, APIs)
- [ ] Focused on user value and business needs
- [ ] Written for non-technical stakeholders
- [ ] All mandatory sections completed
## Requirement Completeness
- [ ] No [NEEDS CLARIFICATION] markers remain
- [ ] Requirements are testable and unambiguous
- [ ] Success criteria are measurable
- [ ] Success criteria are technology-agnostic (no implementation details)
- [ ] All acceptance scenarios are defined
- [ ] Edge cases are identified
- [ ] Scope is clearly bounded
- [ ] Dependencies and assumptions identified
## Feature Readiness
- [ ] All functional requirements have clear acceptance criteria
- [ ] User scenarios cover primary flows
- [ ] Feature meets measurable outcomes defined in Success Criteria
- [ ] No implementation details leak into specification
## Notes
- Items marked incomplete require spec updates before `/speckit-clarify` or `/speckit-plan`
b. Run Validation Check: Review the spec against each checklist item:
- For each item, determine if it passes or fails
- Document specific issues found (quote relevant spec sections)
c. Handle Validation Results:
If all items pass: Mark checklist complete and proceed to the Mandatory Post-Execution Hooks section
If items fail (excluding [NEEDS CLARIFICATION]):
- List the failing items and specific issues
- Update the spec to address each issue
- Re-run validation until all items pass (max 3 iterations)
- If still failing after 3 iterations, document remaining issues in checklist notes and warn user
If [NEEDS CLARIFICATION] markers remain:
Extract all [NEEDS CLARIFICATION: ...] markers from the spec
LIMIT CHECK: If more than 3 markers exist, keep only the 3 most critical (by scope/security/UX impact) and make informed guesses for the rest
For each clarification needed (max 3), present options to user in this format:
## Question [N]: [Topic]
**Context**: [Quote relevant spec section]
**What we need to know**: [Specific question from NEEDS CLARIFICATION marker]
**Suggested Answers**:
| Option | Answer | Implications |
|--------|--------|--------------|
| A | [First suggested answer] | [What this means for the feature] |
| B | [Second suggested answer] | [What this means for the feature] |
| C | [Third suggested answer] | [What this means for the feature] |
| Custom | Provide your own answer | [Explain how to provide custom input] |
**Your choice**: _[Wait for user response]_
CRITICAL - Table Formatting: Ensure markdown tables are properly formatted:
- Use consistent spacing with pipes aligned
- Each cell should have spaces around content:
| Content | not |Content|
- Header separator must have at least 3 dashes:
|--------|
- Test that the table renders correctly in markdown preview
Number questions sequentially (Q1, Q2, Q3 - max 3 total)
Present all questions together before waiting for responses
Wait for user to respond with their choices for all questions (e.g., "Q1: A, Q2: Custom - [details], Q3: B")
Update the spec by replacing each [NEEDS CLARIFICATION] marker with the user's selected or provided answer
Re-run validation after all clarifications are resolved
d. Update Checklist: After each validation iteration, update the checklist file with current pass/fail status
Mandatory Post-Execution Hooks
You MUST complete this section before reporting completion to the user.
Check if .specify/extensions.yml exists in the project root.
- If it does not exist, or no hooks are registered under
hooks.after_specify, skip to the Completion Report.
- If it exists, read it and look for entries under the
hooks.after_specify key.
- If the YAML cannot be parsed or is invalid, skip hook checking silently and continue to the Completion Report.
- Filter out hooks where
enabled is explicitly false. Treat hooks without an enabled field as enabled by default.
- For each remaining hook, do not attempt to interpret or evaluate hook
condition expressions:
- If the hook has no
condition field, or it is null/empty, treat the hook as executable
- If the hook defines a non-empty
condition, skip the hook and leave condition evaluation to the HookExecutor implementation
- When constructing slash commands from hook command names, replace dots (
.) with hyphens (-). For example, speckit.git.commit → /speckit-git-commit.
- For each executable hook, output the following based on its
optional flag:
- Mandatory hook (
optional: false) — You MUST emit EXECUTE_COMMAND: for each mandatory hook:## Extension Hooks
**Automatic Hook**: {extension}
Executing: `/{command}`
EXECUTE_COMMAND: {command}
- Optional hook (
optional: true):## Extension Hooks
**Optional Hook**: {extension}
Command: `/{command}`
Description: {description}
Prompt: {prompt}
To execute: `/{command}`
Completion Report
Report completion to the user with:
SPECIFY_FEATURE_DIRECTORY — the feature directory path
SPEC_FILE — the spec file path
- Checklist results summary
- Readiness for the next phase (
/speckit-clarify or /speckit-plan)
NOTE: Branch creation is handled by the before_specify hook (git extension). Spec directory and file creation are always handled by this core command.
Quick Guidelines
- Focus on WHAT users need and WHY.
- Avoid HOW to implement (no tech stack, APIs, code structure).
- Written for business stakeholders, not developers.
- DO NOT create any checklists that are embedded in the spec. That will be a separate command.
Section Requirements
- Mandatory sections: Must be completed for every feature
- Optional sections: Include only when relevant to the feature
- When a section doesn't apply, remove it entirely (don't leave as "N/A")
For AI Generation
When creating this spec from a user prompt:
- Make informed guesses: Use context, industry standards, and common patterns to fill gaps
- Document assumptions: Record reasonable defaults in the Assumptions section
- Limit clarifications: Maximum 3 [NEEDS CLARIFICATION] markers - use only for critical decisions that:
- Significantly impact feature scope or user experience
- Have multiple reasonable interpretations with different implications
- Lack any reasonable default
- Prioritize clarifications: scope > security/privacy > user experience > technical details
- Think like a tester: Every vague requirement should fail the "testable and unambiguous" checklist item
- Common areas needing clarification (only if no reasonable default exists):
- Feature scope and boundaries (include/exclude specific use cases)
- User types and permissions (if multiple conflicting interpretations possible)
- Security/compliance requirements (when legally/financially significant)
Examples of reasonable defaults (don't ask about these):
- Data retention: Industry-standard practices for the domain
- Performance targets: Standard web/mobile app expectations unless specified
- Error handling: User-friendly messages with appropriate fallbacks
- Authentication method: Standard session-based or OAuth2 for web apps
- Integration patterns: Use project-appropriate patterns (REST/GraphQL for web services, function calls for libraries, CLI args for tools, etc.)
Success Criteria Guidelines
Success criteria must be:
- Measurable: Include specific metrics (time, percentage, count, rate)
- Technology-agnostic: No mention of frameworks, languages, databases, or tools
- User-focused: Describe outcomes from user/business perspective, not system internals
- Verifiable: Can be tested/validated without knowing implementation details
Good examples:
- "Users can complete checkout in under 3 minutes"
- "System supports 10,000 concurrent users"
- "95% of searches return results in under 1 second"
- "Task completion rate improves by 40%"
Bad examples (implementation-focused):
- "API response time is under 200ms" (too technical, use "Users see results instantly")
- "Database can handle 1000 TPS" (implementation detail, use user-facing metric)
- "React components render efficiently" (framework-specific)
- "Redis cache hit rate above 80%" (technology-specific)
Done When
1---2name: speckit-specify3description: Create or update the feature specification from a natural language feature description.4---567## User Input89```text10$ARGUMENTS11```1213You **MUST** consider the user input before proceeding (if not empty).1415## Pre-Execution Checks1617**Check for extension hooks (before specification)**:18- Check if `.specify/extensions.yml` exists in the project root.19- If it exists, read it and look for entries under the `hooks.before_specify` key20- If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally21- Filter out hooks where `enabled` is explicitly `false`. Treat hooks without an `enabled` field as enabled by default.22- For each remaining hook, do **not** attempt to interpret or evaluate hook `condition` expressions:23 - If the hook has no `condition` field, or it is null/empty, treat the hook as executable24 - If the hook defines a non-empty `condition`, skip the hook and leave condition evaluation to the HookExecutor implementation25- When constructing slash commands from hook command names, replace dots (`.`) with hyphens (`-`). For example, `speckit.git.commit` → `/speckit-git-commit`.26- For each executable hook, output the following based on its `optional` flag:27 - **Optional hook** (`optional: true`):28 ```29 ## Extension Hooks3031 **Optional Pre-Hook**: {extension}32 Command: `/{command}`33 Description: {description}3435 Prompt: {prompt}36 To execute: `/{command}`37 ```38 - **Mandatory hook** (`optional: false`):39 ```40 ## Extension Hooks4142 **Automatic Pre-Hook**: {extension}43 Executing: `/{command}`44 EXECUTE_COMMAND: {command}4546 Wait for the result of the hook command before proceeding to the Outline.47 ```48- If no hooks are registered or `.specify/extensions.yml` does not exist, skip silently4950## Outline5152The text the user typed after `/speckit-specify` in the triggering message **is** the feature description. Assume you always have it available in this conversation even if `$ARGUMENTS` appears literally below. Do not ask the user to repeat it unless they provided an empty command.5354Given that feature description, do this:55561. **Generate a concise short name** (2-4 words) for the feature:57 - Analyze the feature description and extract the most meaningful keywords58 - Create a 2-4 word short name that captures the essence of the feature59 - Use action-noun format when possible (e.g., "add-user-auth", "fix-payment-bug")60 - Preserve technical terms and acronyms (OAuth2, API, JWT, etc.)61 - Keep it concise but descriptive enough to understand the feature at a glance62 - Examples:63 - "I want to add user authentication" → "user-auth"64 - "Implement OAuth2 integration for the API" → "oauth2-api-integration"65 - "Create a dashboard for analytics" → "analytics-dashboard"66 - "Fix payment processing timeout bug" → "fix-payment-timeout"67682. **Branch creation** (optional, via hook):6970 If a `before_specify` hook ran successfully in the Pre-Execution Checks above, it will have created/switched to a git branch and output JSON containing `BRANCH_NAME` and `FEATURE_NUM`. Note these values for reference, but the branch name does **not** dictate the spec directory name.7172 If the user explicitly provided `GIT_BRANCH_NAME`, pass it through to the hook so the branch script uses the exact value as the branch name (bypassing all prefix/suffix generation).73743. **Create the spec feature directory**:7576 Specs live under the default `specs/` directory unless the user explicitly provides `SPECIFY_FEATURE_DIRECTORY`.7778 **Resolution order for `SPECIFY_FEATURE_DIRECTORY`**:79 1. If the user explicitly provided `SPECIFY_FEATURE_DIRECTORY` (e.g., via environment variable, argument, or configuration), use it as-is80 2. Otherwise, auto-generate it under `specs/`:81 - Check `.specify/init-options.json` for `branch_numbering`82 - If `"timestamp"`: prefix is `YYYYMMDD-HHMMSS` (current timestamp)83 - If `"sequential"` or absent: prefix is `NNN` (next available 3-digit number after scanning existing directories in `specs/`)84 - Construct the directory name: `<prefix>-<short-name>` (e.g., `003-user-auth` or `20260319-143022-user-auth`)85 - Set `SPECIFY_FEATURE_DIRECTORY` to `specs/<directory-name>`8687 **Create the directory and spec file**:88 - `mkdir -p SPECIFY_FEATURE_DIRECTORY`89 - Copy `.specify/templates/spec-template.md` to `SPECIFY_FEATURE_DIRECTORY/spec.md` as the starting point90 - Set `SPEC_FILE` to `SPECIFY_FEATURE_DIRECTORY/spec.md`91 - Persist the resolved path to `.specify/feature.json`:92 ```json93 {94 "feature_directory": "<resolved feature dir>"95 }96 ```97 Write the actual resolved directory path value (for example, `specs/003-user-auth`), not the literal string `SPECIFY_FEATURE_DIRECTORY`.98 This allows downstream commands (`/speckit-plan`, `/speckit-tasks`, etc.) to locate the feature directory without relying on git branch name conventions.99100 **IMPORTANT**:101 - You must only create one feature per `/speckit-specify` invocation102 - The spec directory name and the git branch name are independent — they may be the same but that is the user's choice103 - The spec directory and file are always created by this command, never by the hook1041054. Load `.specify/templates/spec-template.md` to understand required sections.1061075. Follow this execution flow:108 1. Parse user description from arguments109 If empty: ERROR "No feature description provided"110 2. Extract key concepts from description111 Identify: actors, actions, data, constraints112 3. For unclear aspects:113 - Make informed guesses based on context and industry standards114 - Only mark with [NEEDS CLARIFICATION: specific question] if:115 - The choice significantly impacts feature scope or user experience116 - Multiple reasonable interpretations exist with different implications117 - No reasonable default exists118 - **LIMIT: Maximum 3 [NEEDS CLARIFICATION] markers total**119 - Prioritize clarifications by impact: scope > security/privacy > user experience > technical details120 4. Fill User Scenarios & Testing section121 If no clear user flow: ERROR "Cannot determine user scenarios"122 5. Generate Functional Requirements123 Each requirement must be testable124 Use reasonable defaults for unspecified details (document assumptions in Assumptions section)125 6. Define Success Criteria126 Create measurable, technology-agnostic outcomes127 Include both quantitative metrics (time, performance, volume) and qualitative measures (user satisfaction, task completion)128 Each criterion must be verifiable without implementation details129 7. Identify Key Entities (if data involved)130 8. Return: SUCCESS (spec ready for planning)1311326. Write the specification to SPEC_FILE using the template structure, replacing placeholders with concrete details derived from the feature description (arguments) while preserving section order and headings.1331347. **Specification Quality Validation**: After writing the initial spec, validate it against quality criteria:135136 a. **Create Spec Quality Checklist**: Generate a checklist file at `SPECIFY_FEATURE_DIRECTORY/checklists/requirements.md` using the checklist template structure with these validation items:137138 ```markdown139 # Specification Quality Checklist: [FEATURE NAME]140 141 **Purpose**: Validate specification completeness and quality before proceeding to planning142 **Created**: [DATE]143 **Feature**: [Link to spec.md]144 145 ## Content Quality146 147 - [ ] No implementation details (languages, frameworks, APIs)148 - [ ] Focused on user value and business needs149 - [ ] Written for non-technical stakeholders150 - [ ] All mandatory sections completed151 152 ## Requirement Completeness153 154 - [ ] No [NEEDS CLARIFICATION] markers remain155 - [ ] Requirements are testable and unambiguous156 - [ ] Success criteria are measurable157 - [ ] Success criteria are technology-agnostic (no implementation details)158 - [ ] All acceptance scenarios are defined159 - [ ] Edge cases are identified160 - [ ] Scope is clearly bounded161 - [ ] Dependencies and assumptions identified162 163 ## Feature Readiness164 165 - [ ] All functional requirements have clear acceptance criteria166 - [ ] User scenarios cover primary flows167 - [ ] Feature meets measurable outcomes defined in Success Criteria168 - [ ] No implementation details leak into specification169 170 ## Notes171 172 - Items marked incomplete require spec updates before `/speckit-clarify` or `/speckit-plan`173 ```174175 b. **Run Validation Check**: Review the spec against each checklist item:176 - For each item, determine if it passes or fails177 - Document specific issues found (quote relevant spec sections)178179 c. **Handle Validation Results**:180181 - **If all items pass**: Mark checklist complete and proceed to the Mandatory Post-Execution Hooks section182183 - **If items fail (excluding [NEEDS CLARIFICATION])**:184 1. List the failing items and specific issues185 2. Update the spec to address each issue186 3. Re-run validation until all items pass (max 3 iterations)187 4. If still failing after 3 iterations, document remaining issues in checklist notes and warn user188189 - **If [NEEDS CLARIFICATION] markers remain**:190 1. Extract all [NEEDS CLARIFICATION: ...] markers from the spec191 2. **LIMIT CHECK**: If more than 3 markers exist, keep only the 3 most critical (by scope/security/UX impact) and make informed guesses for the rest192 3. For each clarification needed (max 3), present options to user in this format:193194 ```markdown195 ## Question [N]: [Topic]196 197 **Context**: [Quote relevant spec section]198 199 **What we need to know**: [Specific question from NEEDS CLARIFICATION marker]200 201 **Suggested Answers**:202 203 | Option | Answer | Implications |204 |--------|--------|--------------|205 | A | [First suggested answer] | [What this means for the feature] |206 | B | [Second suggested answer] | [What this means for the feature] |207 | C | [Third suggested answer] | [What this means for the feature] |208 | Custom | Provide your own answer | [Explain how to provide custom input] |209 210 **Your choice**: _[Wait for user response]_211 ```212213 4. **CRITICAL - Table Formatting**: Ensure markdown tables are properly formatted:214 - Use consistent spacing with pipes aligned215 - Each cell should have spaces around content: `| Content |` not `|Content|`216 - Header separator must have at least 3 dashes: `|--------|`217 - Test that the table renders correctly in markdown preview218 5. Number questions sequentially (Q1, Q2, Q3 - max 3 total)219 6. Present all questions together before waiting for responses220 7. Wait for user to respond with their choices for all questions (e.g., "Q1: A, Q2: Custom - [details], Q3: B")221 8. Update the spec by replacing each [NEEDS CLARIFICATION] marker with the user's selected or provided answer222 9. Re-run validation after all clarifications are resolved223224 d. **Update Checklist**: After each validation iteration, update the checklist file with current pass/fail status225226## Mandatory Post-Execution Hooks227228**You MUST complete this section before reporting completion to the user.**229230Check if `.specify/extensions.yml` exists in the project root.231- If it does not exist, or no hooks are registered under `hooks.after_specify`, skip to the Completion Report.232- If it exists, read it and look for entries under the `hooks.after_specify` key.233- If the YAML cannot be parsed or is invalid, skip hook checking silently and continue to the Completion Report.234- Filter out hooks where `enabled` is explicitly `false`. Treat hooks without an `enabled` field as enabled by default.235- For each remaining hook, do **not** attempt to interpret or evaluate hook `condition` expressions:236 - If the hook has no `condition` field, or it is null/empty, treat the hook as executable237 - If the hook defines a non-empty `condition`, skip the hook and leave condition evaluation to the HookExecutor implementation238- When constructing slash commands from hook command names, replace dots (`.`) with hyphens (`-`). For example, `speckit.git.commit` → `/speckit-git-commit`.239- For each executable hook, output the following based on its `optional` flag:240 - **Mandatory hook** (`optional: false`) — **You MUST emit `EXECUTE_COMMAND:` for each mandatory hook**:241 ```242 ## Extension Hooks243244 **Automatic Hook**: {extension}245 Executing: `/{command}`246 EXECUTE_COMMAND: {command}247 ```248 - **Optional hook** (`optional: true`):249 ```250 ## Extension Hooks251252 **Optional Hook**: {extension}253 Command: `/{command}`254 Description: {description}255256 Prompt: {prompt}257 To execute: `/{command}`258 ```259260## Completion Report261262Report completion to the user with:263- `SPECIFY_FEATURE_DIRECTORY` — the feature directory path264- `SPEC_FILE` — the spec file path265- Checklist results summary266- Readiness for the next phase (`/speckit-clarify` or `/speckit-plan`)267268**NOTE:** Branch creation is handled by the `before_specify` hook (git extension). Spec directory and file creation are always handled by this core command.269270## Quick Guidelines271272- Focus on **WHAT** users need and **WHY**.273- Avoid HOW to implement (no tech stack, APIs, code structure).274- Written for business stakeholders, not developers.275- DO NOT create any checklists that are embedded in the spec. That will be a separate command.276277### Section Requirements278279- **Mandatory sections**: Must be completed for every feature280- **Optional sections**: Include only when relevant to the feature281- When a section doesn't apply, remove it entirely (don't leave as "N/A")282283### For AI Generation284285When creating this spec from a user prompt:2862871. **Make informed guesses**: Use context, industry standards, and common patterns to fill gaps2882. **Document assumptions**: Record reasonable defaults in the Assumptions section2893. **Limit clarifications**: Maximum 3 [NEEDS CLARIFICATION] markers - use only for critical decisions that:290 - Significantly impact feature scope or user experience291 - Have multiple reasonable interpretations with different implications292 - Lack any reasonable default2934. **Prioritize clarifications**: scope > security/privacy > user experience > technical details2945. **Think like a tester**: Every vague requirement should fail the "testable and unambiguous" checklist item2956. **Common areas needing clarification** (only if no reasonable default exists):296 - Feature scope and boundaries (include/exclude specific use cases)297 - User types and permissions (if multiple conflicting interpretations possible)298 - Security/compliance requirements (when legally/financially significant)299300**Examples of reasonable defaults** (don't ask about these):301302- Data retention: Industry-standard practices for the domain303- Performance targets: Standard web/mobile app expectations unless specified304- Error handling: User-friendly messages with appropriate fallbacks305- Authentication method: Standard session-based or OAuth2 for web apps306- Integration patterns: Use project-appropriate patterns (REST/GraphQL for web services, function calls for libraries, CLI args for tools, etc.)307308### Success Criteria Guidelines309310Success criteria must be:3113121. **Measurable**: Include specific metrics (time, percentage, count, rate)3132. **Technology-agnostic**: No mention of frameworks, languages, databases, or tools3143. **User-focused**: Describe outcomes from user/business perspective, not system internals3154. **Verifiable**: Can be tested/validated without knowing implementation details316317**Good examples**:318319- "Users can complete checkout in under 3 minutes"320- "System supports 10,000 concurrent users"321- "95% of searches return results in under 1 second"322- "Task completion rate improves by 40%"323324**Bad examples** (implementation-focused):325326- "API response time is under 200ms" (too technical, use "Users see results instantly")327- "Database can handle 1000 TPS" (implementation detail, use user-facing metric)328- "React components render efficiently" (framework-specific)329- "Redis cache hit rate above 80%" (technology-specific)330331## Done When332333- [ ] Specification written to `SPEC_FILE` and validated against quality checklist334- [ ] Extension hooks dispatched or skipped according to the rules in Mandatory Post-Execution Hooks above335- [ ] Completion reported to user with feature directory, spec file path, and checklist results