Process Skill Router

Process Skill Router

Overview

Guide agents to the correct process skill based on current context and preconditions. This skill addresses the skill selection loophole where agents may load brainstorming when requirements-gathering should apply.

Core principle: Evaluate context, recommend appropriate skill, provide rationale.

When to Use

Use process-skill-router when:

• Starting new work - Uncertain which process skill applies
• Context is ambiguous - Multiple skills might be relevant
• Workflow decision needed - Need guidance on next process step
• Skills-first check - Validating correct skill selection

Do NOT use process-skill-router when:

• User explicitly requests a skill - Defer to their choice
• Already in a skill workflow - Continue with current skill
• Simple task - No process skill needed

Routing Rules

Evaluate rules in priority order. First matching precondition determines the recommended skill.

Conflict Resolution

• Rules are evaluated in priority order (P1 highest)
• First matching precondition determines the skill
• When uncertain, prefer earlier (higher priority) rules
• Fallback: If no rule matches, prompt user for clarification

Core Workflow

1. Evaluate Current Context

Assess the current state:

• Does PR feedback exist that needs addressing?
• Is there a bug or unexpected behavior to investigate?
• Does a ticket exist for this work?
• Are requirements clear and complete?
• Does an implementation plan exist?
• Is the work ready for coding?
• Is the work complete and ready for verification?

2. Apply Priority Rules

Check each rule in P1-P7 order:

P1: PR feedback received? → receiving-code-review
P2: Bug/unexpected behavior? → systematic-debugging
P3: No ticket exists? → requirements-gathering
P4: Requirements unclear? → brainstorming
P5: Ready to plan? → writing-plans
P6: Plan exists, code ready? → test-driven-development
P7: Claiming done? → verification-before-completion

3. Provide Recommendation

Output the recommended skill with rationale:

Recommended skill: [skill-name]
Rationale: [why this skill applies based on context]

4. Handle Edge Cases

Multiple conditions match:

• Use priority order (P1 wins over P2, etc.)
• Example: Bug reported + no ticket = P2 wins (systematic-debugging)

User explicitly requests skill:

• Defer to user's choice
• Provide recommendation but do not override

No conditions match:

• Prompt user for clarification
• Do not make arbitrary recommendations

Skill Comparison

Extensibility Pattern

New routing rules can be added by:

1. Adding a row to the routing rules table with appropriate priority
2. Adding corresponding BDD test scenarios in process-skill-router.test.md
3. Updating the Mermaid decision tree in docs/playbooks/skill-selection.md

Example - Adding a P8 rule:

| P8 | Documentation update needed | documentation-skill |

Precondition Guard Pattern

Process skills should include precondition guards that verify the skill is appropriate before proceeding. Guards prevent workflow mistakes by redirecting to the correct skill.

Guard Structure

Each process skill should have a "Precondition Check" section near the top:

## Precondition Check

**Before proceeding, verify this condition is met:**

- [ ] [Condition that must be true for this skill to apply]

**How to verify:**
[Commands or steps to check the condition]

**If condition not met:**

> **STOP** - [Redirect guidance with skill recommendations]

Guard Behavior

Example: requirements-gathering Guard

The requirements-gathering skill includes a precondition guard that checks:

• Precondition: No open ticket exists for this work
• If ticket exists (unclear reqs): Redirect to brainstorming
• If ticket exists (clear reqs): Redirect to writing-plans
• If closed ticket exists: Proceed (create new ticket for new work)

Adding Guards to Existing Skills

To add a precondition guard to an existing process skill:

1. Identify what condition must be true for the skill to be the right choice
2. Add "Precondition Check" section after "When to Use" section
3. Include verification steps (commands, file checks, etc.)
4. Provide redirect guidance using this router's recommendations
5. Add BDD test scenarios in [skill-name]-guards.test.md

Output Format

When providing a recommendation:

## Skill Recommendation

**Recommended:** [skill-name]
**Rationale:** [explanation of why this skill applies]
**Context:** [summary of evaluated conditions]

To use this skill, invoke: [skill-name]

Common Mistakes

Mistake 1: Skipping Priority Order

Anti-pattern:

Context: Bug exists + no ticket
Agent: "No ticket exists, use requirements-gathering"

Why wrong: Bug (P2) takes priority over no ticket (P3).

Correct approach: Recommend systematic-debugging (P2).

Mistake 2: Overriding User's Explicit Choice

Anti-pattern:

User: "Use brainstorming skill"
Agent: "Actually, no ticket exists, must use requirements-gathering"

Why wrong: User's explicit skill request should be respected.

Correct approach: Defer to user's choice, provide recommendation as advisory.

Mistake 3: Guessing When Context Is Unclear

Anti-pattern:

Context: Ambiguous, no clear precondition match
Agent: "I'll recommend writing-plans since that seems reasonable"

Why wrong: Arbitrary recommendations can lead to wrong workflow.

Correct approach: Prompt user for clarification.

Success Indicators

Router is working correctly when:

• Recommendations match priority order (P1-P7)
• User explicit requests are respected
• Ambiguous contexts prompt for clarification
• Rationale is provided with each recommendation
• All process skills are reachable via routing rules

See Also

• docs/playbooks/skill-selection.md - Visual decision tree
• skills/requirements-gathering/SKILL.md - Creating tickets
• skills/issue-driven-delivery/SKILL.md - Work item lifecycle
• superpowers:receiving-code-review - Address code review feedback
• superpowers:systematic-debugging - Investigate bugs
• superpowers:brainstorming - Clarify requirements
• superpowers:writing-plans - Create implementation plans
• superpowers:test-driven-development - Implement changes
• superpowers:verification-before-completion - Verify before claiming done

Decision Tree Test Matrix

Use this matrix to validate routing decisions:

Sample Prompts Mapped to Routes

P1: receiving-code-review

"The reviewer wants changes to my PR"
"I got feedback on pull request #42"
"Address the code review comments"
"PR has requested changes"

P2: systematic-debugging

"The tests are failing"
"Something broke after the last commit"
"Getting unexpected error: NullReferenceException"
"The build worked yesterday but not today"

P3: requirements-gathering

"I want to add a new feature"
"Can you help me build user authentication?"
"We need to implement export to CSV"
"Let's create a dashboard"

P4: brainstorming

"Ticket #123 is unclear, let's discuss"
"I'm not sure how to approach this ticket"
"The requirements need more detail"
"Let's think through the design for #456"

P5: writing-plans

"Ready to plan ticket #123"
"Let's create an implementation plan"
"I have the requirements, need a plan"
"Time to break down the work"

P6: test-driven-development

"Plan is approved, let's implement"
"Ready to write code for #789"
"Start implementing the feature"
"Write the tests and code"

P7: verification-before-completion

"I think I'm done with this task"
"Ready to mark this complete"
"The feature is implemented"
"Can we close this ticket?"

Validation Checklist

Before completing routing decision:

• Evaluated all P1-P7 rules in priority order
• First matching precondition selected
• User explicit requests respected (if any)
• Rationale provided with recommendation
• Ambiguous cases prompted for clarification