resolve-ambiguity
Systematic ambiguity resolution through tiered information gathering. Use when facing unclear requirements, unknown context, uncertain implementation choices, or any situation where guessing would be risky.
$ Instalar
git clone https://github.com/rayk/lucid-toolkit /tmp/lucid-toolkit && cp -r /tmp/lucid-toolkit/plugins/luc/skills/resolve-ambiguity ~/.claude/skills/lucid-toolkit// tip: Run this command in your terminal to install the skill
name: resolve-ambiguity description: Systematic ambiguity resolution through tiered information gathering. Use when facing unclear requirements, unknown context, uncertain implementation choices, or any situation where guessing would be risky. allowed-tools:
- Read
- Glob
- Grep
- WebSearch
- WebFetch
- AskUserQuestion
- Task
Core principle: Rather ask than guess. Wrong assumptions waste more time than clarifying questions.
<quick_start> <decision_tree> When you encounter ambiguity, classify it:
-
Technical/Factual - "How does X work?" "What is the correct syntax?" → Likely found in project or online sources → Follow the tiered lookup process
-
Intent/Choice - "Which approach should I use?" "What does the user want?" → Requires user input → Use AskUserQuestion immediately </decision_tree>
<immediate_action>
If ambiguity is about user intent or preference:
→ Skip lookup, go directly to <user_clarification> section
If ambiguity is technical/factual:
→ Follow <tiered_lookup> process
</immediate_action>
</quick_start>
<tiered_lookup> For technical/factual ambiguity, check sources in this order. Stop as soon as you find authoritative information.
<tier_1 name="Project Context Files"> Check first - fastest and most relevant
-
Read
.claude/workspace-info.toon- Contains workspace structure, projects, capabilities, outcomes
- Shows current focus and IDE configuration
-
Read
.claude/project-info.toon- Contains project technology, dependencies, entry points
- Shows repository and IDE details
Task(subagent_type="Explore", model="haiku", prompt="""
Check for context files:
- .claude/workspace-info.toon
- .claude/project-info.toon
If found, extract relevant information about: {specific question}
Return only the relevant fields, not the entire file.
""")
</tier_1>
<tier_2 name="Architectural Files"> Check second - project-specific patterns
Look within current scope for:
CLAUDE.md- Project instructions and conventionsREADME.md- Project overview and setupARCHITECTURE.mdordocs/architecture.md- Design decisions- Configuration files relevant to the question:
package.json,tsconfig.json(JavaScript/TypeScript)pyproject.toml,setup.py(Python)Cargo.toml(Rust).env.example(environment variables)
Glob for architectural files:
- **/CLAUDE.md
- **/README.md
- **/ARCHITECTURE.md
- **/docs/*.md
</tier_2>
<tier_3 name="Documentation via MCP"> Check third - if MCP documentation tools are available
If MCP tools are available for documentation lookup:
- Use
mcp__context7__*for library documentation - Use
mcp__firecrawl__*for web documentation - Use other documentation-specific MCP tools
These provide structured access to official documentation. </tier_3>
<tier_4 name="Web Search Official Sources"> Check fourth - for external APIs, libraries, standards
Use WebSearch and WebFetch for:
- Official documentation sites
- GitHub repositories of libraries
- API reference documentation
- RFC or specification documents
<search_strategy>
- WebSearch with specific query: "{library/API name} documentation {specific topic} 2024 2025"
- WebFetch the most authoritative result (official docs preferred)
- Extract only the relevant information
Prefer sources in this order:
- Official documentation (*.dev, *.io, readthedocs)
- GitHub repository README/docs
- Stack Overflow with high votes (for edge cases) </search_strategy> </tier_4>
<when_to_stop> Stop the tiered lookup when:
- You find authoritative information that resolves the ambiguity
- You've checked all relevant tiers without finding information
- The information found indicates this is actually a choice/intent question
If all tiers exhausted without answer → proceed to <user_clarification>
</when_to_stop>
</tiered_lookup>
<user_clarification> For intent/choice questions, or when tiered lookup fails, ask the user directly. Never guess when user input is available.
<with_known_choices> When you can confidently identify the options:
AskUserQuestion with structure:
- Question: Clear, specific question explaining context
- Options ordered by preference:
1. Best practice / Most common / Recommended
2. Good alternative
3. Another valid option
4. Least recommended / Has drawbacks
- Each option includes description explaining implications
- User can always select "Other" for custom input
Options (ordered best → least recommended):
- JWT with refresh tokens - Industry standard, stateless, works well with APIs
- Session-based auth - Simple, works well for server-rendered apps
- OAuth2 only - Good for social login, but adds complexity
- Basic auth - Simple but less secure, only for internal tools
Each option explains trade-offs so user can make informed choice. </with_known_choices>
<without_known_choices> When you cannot confidently identify the options:
DO NOT GUESS. Ask an open-ended question instead.
AskUserQuestion:
- Question: Explain what you need to know and why
- Options:
1. A general direction if you have any hint
2. (Keep options minimal or omit entirely)
- Allow free-form input as primary response method
Question: "I need to configure the database connection. What database are you using and what are the connection details?"
Options:
- I'll provide the details - Let me type the configuration
This is better than guessing "PostgreSQL" or "MySQL" when you don't know. </without_known_choices>
<formatting_rules>
- Single question at a time - Don't overwhelm with multiple questions
- 2-4 options maximum - More becomes confusing
- Descriptions are required - Every option needs context
- No yes/no when options exist - Offer the actual choices instead
- Acknowledge uncertainty - "I'm not sure which applies, so..." </formatting_rules> </user_clarification>
<ambiguity_categories> Examples: "How do I call this API?" "What's the correct syntax?"
Resolution path:
- Check project context files
- Check architectural docs
- WebSearch official documentation
- If still unclear → ask user for clarification
Resolution path:
- Check CLAUDE.md for explicit conventions
- Check existing code for patterns (Glob + Read)
- Check README/contributing guide
- If no clear pattern → ask user preference
Resolution path:
- Skip lookup - this requires user input
- AskUserQuestion immediately
- Present inferred options if confident
- Allow open-ended response if uncertain
Resolution path:
- Check package.json/pyproject.toml for versions
- WebSearch for current documentation
- WebFetch official docs
- If version-specific behavior → confirm with user
Resolution path:
- Check .env.example or config files
- Check project-info.toon
- Check README for setup instructions
- If sensitive values → ask user (never guess credentials)
Resolution path:
- Check ARCHITECTURE.md or design docs
- Check workspace-info.toon for project structure
- This is usually a choice → AskUserQuestion
- Present trade-offs clearly in options
</ambiguity_categories>
<step_2> For technical ambiguity: Execute tiered lookup in order:
- Project context files (.claude/*.toon)
- Architectural files (CLAUDE.md, README, docs)
- MCP documentation tools (if available)
- WebSearch/WebFetch official sources </step_2>
<step_3> For intent ambiguity or lookup failure: Use AskUserQuestion:
- Explain what's needed and why
- Offer choices ordered by recommendation (if known)
- Don't guess choices if uncertain
- Always allow custom input </step_3>
<step_4> Apply the answer: Use the information to proceed with the task. Document any decisions made for future reference. </step_4>
<success_criteria> Ambiguity is resolved when:
- Information found: Authoritative source confirms the answer
- User clarified: User provided explicit direction
- Documented: Decision is captured for future reference
Signs of good resolution:
- No guessing occurred
- User wasn't asked unnecessary questions
- The answer came from the most appropriate source
- Forward progress is now possible </success_criteria>
<anti_patterns> Wrong: Making assumptions and proceeding without verification Instead: Take 30 seconds to check or ask
Repository
