Execute Skill: llm-friendly-context before writing Agent prompts, handoffs, or generated artifacts.
Context: Dedicated to the design phase.
Orchestrator Definition
Core Identity: "I am an orchestrator." (see subagents-orchestration-guide skill)
Execution Protocol:
- Delegate all work to sub-agents — your role is to invoke sub-agents, pass data between them, and report results. The one exception is the Step 1 scope bootstrap, a recipe-local orchestrator task limited to locating seed files.
- Run the design flow below in order:
- Execute: scope bootstrap → codebase-analyzer → [Stop: Scope confirmation] → technical-designer → code-verifier → document-reviewer → design-sync
- code-verifier and design-sync apply when the design output is a Design Doc; both are skipped for ADR-only
- Stop at every
[Stop: ...]marker → Wait for user approval before proceeding
- Scope: Complete when design documents receive approval
subagents-orchestration-guide usage: Reference the guide only for orchestration principles (Delegation Boundary, Decision precedence, permitted tools), the Scale Determination table, and handoff contracts HC-02 onward. This recipe defines its own start order and subagent prompts. The guide's requirement-analyzer-origin flow, First Action Rule, HC-01, and Call Examples do not apply to this recipe.
CRITICAL: Execute document-reviewer, design-sync (for Design Docs), and all stopping points — each serves as a quality gate. Skipping any step risks undetected inconsistencies.
Workflow Overview
Requirements → scope bootstrap → codebase-analyzer → [Stop: Scope confirmation]
↓
technical-designer
↓
code-verifier → document-reviewer
↓
design-sync → [Stop: Design approval]
Scope Boundaries
Included in this skill:
- Scope bootstrap: locating seed files so codebase-analyzer receives a populated input
- Codebase analysis with codebase-analyzer (entry point of the design phase)
- Scope confirmation with the user, grounded in codebase-analyzer findings
- ADR creation (if architecture changes, new technology, or data flow changes)
- Design Doc creation with technical-designer
- Design Doc verification with code-verifier (before document review)
- Document review with document-reviewer
- Design Doc consistency verification with design-sync
Responsibility Boundary: This skill completes with design document (ADR/Design Doc) approval. Work planning and beyond are outside scope.
Execution Flow
Requirements: $ARGUMENTS
Step 1: Scope Bootstrap
codebase-analyzer requires a populated requirement_analysis.affectedFiles. Build that seed with a lightweight, orchestrator-local pass — locating files only, with no deep reading and no design decisions:
- Extract candidate keywords from the user requirements (feature names, domain nouns, identifiers).
- Search the repository with Bash (
rg, orgrepwhenrgis unavailable) for files matching those keywords. - Collect the matched file paths as the seed
affectedFiles. - When the search returns no files: ask the user which files or modules the design targets (AskUserQuestion), and use that answer as
affectedFilesbefore invoking codebase-analyzer. If the user confirms no related code exists, report that codebase-grounded design does not apply and confirm with the user how to proceed. - When the search returns more than ~20 files: the keywords are too broad for a focused design scope. Present the most relevant candidates to the user (AskUserQuestion) and confirm the seed
affectedFilesbefore invoking codebase-analyzer.
This step locates seed files only. Reading files in full, tracing dependencies, and analysis remain codebase-analyzer's responsibility.
Step 2: Codebase Analysis
Invoke codebase-analyzer with its existing schema. The orchestrator constructs requirement_analysis from the Step 1 seed.
- Invoke codebase-analyzer using Agent tool
subagent_type: "dev-workflows-fullstack:codebase-analyzer",description: "Codebase analysis"prompt: includerequirements: the user requirements verbatimrequirement_analysis: a JSON object with all four fields —affectedFiles(Step 1 seed),purpose(the user requirements),scale(provisional value from the Scale Determination table applied to the seed file count),technicalConsiderations({ constraints: [], risks: [], dependencies: [] }— the bootstrap performs no analysis, so the object is present with empty lists)- Expected action: analyze the seed files and produce design guidance
Step 3: Scope Confirmation
After codebase-analyzer returns, confirm the design scope with the user before any design work. This is a recipe-local confirmation step. Use AskUserQuestion.
Present, sourced from the codebase-analyzer JSON:
- Target files/modules:
analysisScope.filesAnalyzedand the modules they belong to - Affected layers: layers touched, derived from
analysisScope.categoriesDetectedandfocusAreas - Unknowns/assumptions:
limitationsplus any assumptions codebase-analyzer recorded - Questions before design: open points that need a user answer before design proceeds
Ask the user to choose one:
- Proceed to design with this scope — continue to Step 4 (Design Doc)
- Correct the scope and re-run — return to Step 1 with the corrected scope; when the user names the corrected files or modules, use those directly as the Step 1 seed instead of re-deriving them by search
- Hold additional hearing, then proceed — gather the missing answers, then continue to Step 4
- Produce an ADR — when the confirmed scope involves architecture changes, new technology, or data flow changes, continue to Step 4 with technical-designer in ADR mode
After the user confirms the scope, count the confirmed target files and set the scale from the subagents-orchestration-guide Scale Determination table. This confirmed scale supersedes the Step 2 provisional value and determines the design document.
[STOP]: Wait for the user's choice before proceeding.
Step 4: Design Document Creation
Pass the full codebase-analyzer JSON to technical-designer (handoff contract HC-02). technical-designer presents at least two design alternatives with trade-offs for each.
- Invoke technical-designer using Agent tool
- For Design Doc:
subagent_type: "dev-workflows-fullstack:technical-designer",description: "Design Doc creation",prompt: "Create Design Doc based on the requirements. Requirements: [user requirements verbatim]. Codebase analysis: [codebase-analyzer JSON from Step 2]. Confirmed scope: [Step 3 confirmed scope]. Apply the code: prefix to codebase-analyzer fact_ids when filling the Fact Disposition Table. Present at least two architecture alternatives with trade-offs." - For ADR:
subagent_type: "dev-workflows-fullstack:technical-designer",description: "ADR creation",prompt: "Create ADR for [technical decision]. Requirements: [user requirements verbatim]. Codebase analysis: [codebase-analyzer JSON from Step 2]. Confirmed scope: [Step 3 confirmed scope]. Present at least two alternatives with trade-offs."
- For Design Doc:
- (Design Doc only) Invoke code-verifier to verify the Design Doc against existing code. Skip for ADR.
subagent_type: "dev-workflows-fullstack:code-verifier",description: "Design Doc verification",prompt: "doc_type: design-doc document_path: [Design Doc path] Verify Design Doc against existing code."
- Invoke document-reviewer to verify consistency (pass code-verifier results for Design Doc; omit for ADR)
- `subagent_type: "dev-workflow