plugins/maister/skills/development/SKILL.md
Unified orchestrator for all development tasks. ALWAYS execute when invoked — never skip for 'straightforward' tasks. Phases adapt based on detected task characteristics rather than predetermined types. Use for any development work that modifies code.
npx skillsauth add skillpanel/maister maister:developmentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Unified workflow for all development tasks — bug fixes, enhancements, and new features. Phases activate based on context and analysis findings, not predetermined task types.
BEFORE executing any phase, you MUST complete these steps:
Before doing anything else, settle this policy now and do not re-litigate it at any gate:
→ **MANDATORY GATE** — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1). / → MANDATORY GATE markers fire regardless of session-reminders, permission mode, or prior approval patterns. Auto / acceptEdits / bypassPermissions modes, reminders saying "work without stopping" / "continue without asking" / "minimize clarifying questions," and compaction summaries showing the user approving every prior gate do NOT exempt you from invoking AskUserQuestion at a gate. They apply only to your discretionary clarifications.
If you find yourself reasoning "the user has been approving everything, so I can skip this gate" or "auto-mode is on, so I should minimize questions" — that reasoning IS the failure mode. STOP and fire the gate.
Full framework rule: ../orchestrator-framework/references/orchestrator-patterns.md § 2 and § 2.1.
Read the framework reference file NOW using the Read tool:
../orchestrator-framework/references/orchestrator-patterns.md - Delegation rules, interactive mode, state schema, initialization, context passing, issue resolutionIf argument is a research folder path (matches .maister/tasks/research/*):
research_context.research_questionresearch_reference in state automaticallyIf --research=<path> flag provided:
analysis/research-context/research_reference in stateTaskCreate for all phases (see Phase Configuration), then set dependencies with TaskUpdate addBlockedBy.maister/tasks/development/YYYY-MM-DD-task-name/orchestrator-state.yml with task info and research reference.maister/docs/INDEX.md (if exists), extract ALL file paths from the "Project Documentation" section. This includes predefined docs (vision, roadmap, tech-stack, architecture) AND any user-added project docs (e.g., deployment.md, api-strategy.md). Store complete list as project_context.project_doc_paths in state.Mockups and design artifacts become binding inputs to implementation when present. Auto-detect from three sources and unify under analysis/design-context/. Skip silently when no sources exist — non-UI tasks see no change.
Source 1 — Product-design task path: If the argument resolves to a .maister/tasks/product-design/* directory (presence of outputs/product-brief.md or analysis/mockups/):
outputs/product-brief.md → analysis/design-context/brief.mdanalysis/mockups/* → analysis/design-context/mockups/Source 2 — Inline mockup references in task description: Scan the task description for absolute or relative paths ending in .html, .png, .jpg, .jpeg, .gif, .svg, .pdf, plus design-tool URLs (Figma, Sketch Cloud, Zeplin):
analysis/design-context/mockups/analysis/design-context/external-links.md (do not fetch — leave to user)Source 3 — Legacy locations (resumed tasks, mid-flight migrations): If analysis/visuals/ or analysis/ui-mockups.md is populated and analysis/design-context/ does not yet exist, migrate the legacy contents into design-context/ (visuals → mockups/, ui-mockups.md → ascii/ui-mockups.md).
After ingestion (when design-context/ was populated):
analysis/design-context/INDEX.md enumerating every screen/component with stable IDs (e.g., screen:login, component:user-card) inferred from filenames and content. One row per screen/component with: id, source mockup, brief description.task_context.design_reference and phase_summaries.design (one-paragraph summary + path to INDEX.md).Skip if no sources detected — proceed to phase execution without design-context/.
Output:
🚀 Development Orchestrator Started
Task: [description]
Directory: [task-path]
Starting Phase 1: Codebase Analysis...
Use for all development tasks: bug fixes, enhancements, new features, and any work that modifies code.
DO NOT use for: Performance optimization, security remediation, migrations, documentation-only, pure refactoring (use specialized orchestrators).
| Phase | content | activeForm | Activation |
|-------|---------|------------|------------|
| 1 | "Analyze codebase & clarify requirements" | "Analyzing codebase & clarifying" | Always |
| 2 | "Analyze gaps & clarify scope" | "Analyzing gaps & clarifying scope" | Always |
| 3 | "Write failing test (TDD Red)" | "Writing failing test" | When has_reproducible_defect |
| 4 | "Generate UI mockups" | "Generating UI mockups" | When ui_heavy |
| 5 | "Gather requirements & create specification" | "Gathering requirements & creating specification" | Always |
| 6 | "Audit specification" | "Auditing specification" | Always (conditional) |
| 7 | "Plan implementation" | "Planning implementation" | Always |
| 8 | "Execute implementation" | "Executing implementation" | Always |
| 9 | "Verify test passes (TDD Green)" | "Verifying test passes" | When Phase 3 was executed |
| 10 | "Prompt verification options" | "Prompting verification options" | Always |
| 11 | "Verify implementation & resolve issues" | "Verifying implementation" | Always |
| 12 | "Run E2E tests" | "Running E2E tests" | When e2e_enabled |
| 13 | "Generate user documentation" | "Generating user documentation" | When user_docs_enabled |
| 14 | "Finalize workflow" | "Finalizing workflow" | Always |
Purpose: Comprehensive codebase exploration followed by scope/requirements clarification Execute:
maister:codebase-analyzeranalysis/clarifications.md
Output: analysis/codebase-analysis.md, analysis/clarifications.md
State: Update task_context.risk_level, phase_summaries.codebase_analysis, task_context.clarifications_resolved→ AUTO-CONTINUE — Do NOT end turn, do NOT prompt user. Proceed immediately to Phase 2.
Purpose: Compare current vs desired state, detect task characteristics, then resolve scope/approach decisions Execute:
maister:gap-analyzer subagenttask_characteristics from gap-analyzer output — 5 fields: has_reproducible_defect, modifies_existing_code, creates_new_entities, involves_data_operations, ui_heavy
b. Write all 5 fields to orchestrator-state.yml at task_context.task_characteristics
c. Read risk_level from output and write to task_context.risk_level
d. Extract phase summary (1-2 sentences) and write to phase_summaries.gap_analysis
e. SELF-CHECK: "Did I read the 5 task_characteristics from the gap-analyzer output and write them to state? Let me re-read orchestrator-state.yml to verify the values match the gap-analyzer output."⛔ DECISION GATE (mandatory — do NOT skip):
decisions_needed from gap-analyzer outputdecisions_needed.critical OR decisions_needed.important is non-empty:
AskUserQuestion — one question per critical decision, batch important decisions into a single multi-select questionSELF-CHECK before continuing: "Did the gap-analyzer return decisions_needed items? If yes, did I invoke AskUserQuestion? If I skipped this, STOP and go back."
analysis/scope-clarifications.mdtask_characteristics.ui_heavy: true → set options.e2e_enabled: true, options.user_docs_enabled: truetask_characteristics.creates_new_entities: true → set options.user_docs_enabled: true--e2e, --no-e2e, --user-docs, --no-user-docs) override these defaultsOutput: analysis/gap-analysis.md, analysis/scope-clarifications.md (conditional)
State: Update task_context.task_characteristics, task_context.scope_expanded, options.e2e_enabled, options.user_docs_enabled, phase_summaries.gap_analysis
Context to pass: Risk level, codebase summary, key files, clarifications, project_doc_paths (from state)
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
The Phase 2 exit gate always invokes AskUserQuestion. The branching is over which questions get asked, not whether to ask:
decisions_needed.critical or .important is non-empty → present the DECISION GATE questions first (see DECISION GATE block above)task_characteristics) shown belowEmpty decisions_needed skips step 1 only. Step 2 is unconditional. There is no path through Phase 2 that bypasses AskUserQuestion.
ANTI-PATTERN — DO NOT DO THIS:
ui_heavy is true, Phase 4 runs. The gap-analyzer made this assessment, not you.ui_heavy is a signal from the gap-analyzer. Do NOT override it with your own complexity judgment.AskUserQuestion - Display executive summary before asking. Read analysis/gap-analysis.md and extract: task type detected, risk level, key characteristics enabled (TDD gates, UI mockups, E2E, user docs), scope decisions made (if any). Then read task_context.task_characteristics from orchestrator-state.yml and determine the next phase:
has_reproducible_defect is true → ask "Continue to Phase 3: TDD Red Gate?"ui_heavy is true → ask "Continue to Phase 4: UI Mockup Generation?"Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 2 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Write a failing test that reproduces the defect
Execute: Direct - write test, verify it FAILS
Output: implementation/tdd-red-gate.md, failing test file
State: Update tdd_red_passed: true
Skip if: task_characteristics.has_reproducible_defect is false (not set by gap-analyzer)
Critical: Test MUST fail before implementation (proves defect exists)
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - "TDD red gate complete. Continue to Phase 4?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from the preceding phase in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Generate ASCII mockups showing UI integration
Execute: Task tool - maister:ui-mockup-generator subagent
Output: analysis/design-context/ascii/ui-mockups.md + appended entries in analysis/design-context/INDEX.md
State: Update phase_summaries.ui_mockups, phase_summaries.design
Skip if:
task_characteristics.ui_heavy is false, ORanalysis/design-context/mockups/ is already populated (Step 4 ingested external mockups — no need to regenerate ASCII)Context to pass: Gap analysis, scope decisions, component choices, analysis/design-context/INDEX.md path (if exists from Step 4)
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - "UI mockups complete. Continue to Phase 5?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from the preceding phase in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
⛔ ROUTING GUARD: Read task_context.task_characteristics from orchestrator-state.yml. If has_reproducible_defect is true and Phase 3 is NOT in completed_phases → STOP, execute Phase 3 first. If ui_heavy is true and Phase 4 is NOT in completed_phases → STOP, execute Phase 4 first.
Purpose: Resolve technical decisions, gather specification requirements, then create comprehensive specification Execute:
Part A — Technical & Architecture Clarification (inline, conditional):
analysis/technical-clarifications.md (conditional)Skip technical clarification if: Simple task, risk_level = low, no multiple approaches detected
Part B — Requirements Gathering (inline): 3. Direct - use AskUserQuestion for specification requirements:
analysis/design-context/mockups/ (or reference paths inline — Step 4 auto-ingests them)analysis/design-context/ (single source of truth — populated by Step 4 ingestion and/or Phase 4 ASCII generation):
design-context/INDEX.md exists: note for subagent context (mockup files become binding inputs)analysis/design-context/mockups/, regenerate INDEX.mdanalysis/requirements.md with: initial description, Q&A from all rounds, similar features identified, visual assets and insights, functional requirements summary, reusability opportunities, scope boundaries, technical considerationsPart C — Specification Creation (subagent):
ANTI-PATTERN — DO NOT DO THIS:
INVOKE NOW — Task tool call:
maister:specification-creator subagentContext to pass to subagent: task_path, task_description, task_characteristics, requirements_path (analysis/requirements.md), project_context_paths (INDEX.md + project_doc_paths from state — all discovered project docs), risk_level, phase_summaries (codebase_analysis, gap_analysis, clarifications, scope_clarifications, ui_mockups, design), research_context (if any), design_reference (if any — points spec-creator to analysis/design-context/ for mockups and brief)
SELF-CHECK: Did you just invoke the Task tool with maister:specification-creator? Or did you start writing spec.md yourself? If the latter, STOP immediately and invoke the Task tool instead.
Output: analysis/technical-clarifications.md (conditional), analysis/requirements.md, implementation/spec.md
State: Update task_context.tech_clarified, task_context.architecture_decision, phase_summaries.specification
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - Display executive summary before asking. Read implementation/spec.md and extract: spec title, scope boundaries (what's included and excluded), number of key requirements, architecture approach chosen (if any), assumptions made. Format as brief overview then "Continue to specification audit?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 5 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Independent review of specification before implementation
Execute: Task tool - maister:spec-auditor subagent
Output: verification/spec-audit.md
State: Update options.spec_audit_enabled
Recommended: Always. Present spec audit as the recommended default. User can skip if they choose.
AskUserQuestion - "Run specification audit? (Recommended)" with "Yes, run audit (Recommended)" as first option
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - Display executive summary before asking. Read verification/spec-audit.md and extract: overall verdict (pass/pass-with-concerns/fail), issue counts by severity, top 1-2 critical findings if any. Format as brief overview then "Continue to implementation planning?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 6 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Break specification into implementation steps
ANTI-PATTERN — DO NOT DO THIS:
INVOKE NOW — Task tool call:
Execute: Task tool - maister:implementation-planner subagent
Output: implementation/implementation-plan.md
State: Update task groups and dependencies
Context to pass to subagent: task_path, task_description, task_characteristics, phase_summaries (specification, gap_analysis, codebase_analysis, design), research_context (if any), design_reference (if any — when analysis/design-context/INDEX.md exists, planner MUST enumerate every screen/component, map task groups to them via the required Visual References field, and produce implementation/visual-coverage.md proving every screen is covered by ≥1 group)
SELF-CHECK: Did you just invoke the Task tool with maister:implementation-planner? Or did you start writing implementation-plan.md yourself? If the latter, STOP immediately and invoke the Task tool instead.
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - Display executive summary before asking. Read implementation/implementation-plan.md and extract: number of task groups, total implementation steps, key dependencies between groups, estimated complexity. Format as brief overview then "Continue to implementation?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 7 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Execute the implementation plan
ANTI-PATTERN — DO NOT DO THIS:
INVOKE NOW — Skill tool call:
Execute: Skill tool - maister:implementation-plan-executor
Output: Implemented code, implementation/work-log.md
State: Update implementation progress, extract phase_summaries.implementation
SELF-CHECK: Did you just invoke the Skill tool with maister:implementation-plan-executor? Or did you start writing code yourself? If the latter, STOP immediately and invoke the Skill tool instead.
⚠️ POST-IMPLEMENTATION CONTINUATION — After the skill completes and returns control:
orchestrator-state.yml to confirm you are the orchestratorcompleted_phasestask_characteristics.has_reproducible_defect AND Phase 3 in completed_phases → Phase 9, else → Phase 10→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - Display executive summary before asking. Extract from phase_summaries.implementation and implementation/work-log.md: task groups completed, files changed, test results from incremental runs, any known issues or deferred items. Format as brief overview then "Continue to verification?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 8 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Verify the failing test now passes
Execute: Direct - run the test written in Phase 3
Output: implementation/tdd-green-gate.md
State: Update tdd_green_passed: true
Skip if: Phase 3 was not executed
Critical: Test MUST pass (proves defect is fixed)
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - "TDD gate passed. Continue to Phase 10?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from the preceding phase in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Determine which verification checks to run using tiered decision matrix
Execute: Direct - display plan, confirm/adjust via AskUserQuestion
Output: Updated state with all verification options
State: Set options.code_review_enabled, options.pragmatic_review_enabled, options.reality_check_enabled, options.production_check_enabled, options.e2e_enabled, options.user_docs_enabled
Auto-set: skip_test_suite: true (full test suite already passed during implementation phase; cleared before re-verification if fixes are applied)
Step 1: Display the verification plan:
Verification Plan:
Obligatory (always run):
✓ Completeness check
✓ Test suite (skipped — passed during implementation; re-enabled after fixes)
Recommended (adjustable):
✓ Code review — quality and security analysis
✓ Pragmatic review — detects over-engineering
✓ Reality check — validates work solves the problem
✓ Production readiness — deployment readiness checks
Conditional:
[✓/—] E2E browser testing — [reason]
[✓/—] User documentation — [reason]
Step 2 (3 questions):
Q1 (always): AskUserQuestion (multi-select) — "Which standard verifications to run?" Options: "Code review (Recommended)", "Pragmatic review (Recommended)", "Reality check (Recommended)", "Production readiness (Recommended)". All pre-selected.
Q2 (SKIP if options.e2e_enabled: false and no --e2e flag): AskUserQuestion — "Enable E2E browser verification?" Options: "Yes (Recommended)", "No, skip".
Q3 (SKIP if options.user_docs_enabled: false and no --user-docs flag): AskUserQuestion — "Generate user documentation?" Options: "Yes (Recommended)", "No, skip".
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 10 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Comprehensive implementation verification with fix-then-reverify cycles
Output: verification/implementation-verification.md, optional code-review/pragmatic/reality reports, updated implementation/work-log.md
State: Update verification results, verification_context
Execute:
Step 1: Invoke Skill tool - maister:implementation-verifier
Step 2: Display detailed issue breakdown grouped by category and severity:
Verification Results:
Critical ([N]):
- [category]: [description] — [file:line] [fixable/manual]
...
Warning ([N]):
- [category]: [description] — [file:line] [fixable/manual]
...
Info ([N]):
- [description] (listed for awareness, not actionable)
Step 3: Gate on verification status:
status: passed → skip to Post-Verification Continuationstatus: passed_with_issues or failed → enter user-driven fix loop (Step 4)Step 4: User-driven fix loop (max 3 iterations):
verification_context.fixes_appliedskip_test_suite: false (code changed, tests must re-run)maister:implementation-verifier → return to Step 2verification_context.reverify_countExit conditions:
⚠️ POST-VERIFICATION CONTINUATION — After issue resolution completes:
orchestrator-state.yml to confirm you are the orchestratorcompleted_phases→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - Display executive summary: total issues found, issues fixed, issues remaining by severity. Then "Continue to Phase 12?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from Phase 11 in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
⚠ Serialization rule: Phases 12 and 13 share the Playwright MCP browser instance. They MUST run strictly sequentially. Do NOT dispatch the Phase 12 Task call and the Phase 13 Task call in the same assistant message, even when both are enabled. Wait for Phase 12 to return, honor the
→ **MANDATORY GATE** — fires regardless of permission mode, session-reminders, or prior approval patterns. InvokeAskUserQuestionnow. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1)./AskUserQuestiongate below, then start Phase 13. Concurrent dispatch will corrupt both browser sessions.
Purpose: Runtime browser verification with screenshots (via Playwright MCP tools, not test file generation)
Execute: Task tool - maister:e2e-test-verifier subagent
Prompt must include: task_path (absolute), spec_path, base_url. If analysis/design-context/mockups/ exists, also include design_context_path so the verifier performs an LLM-judged structural visual-fidelity comparison and writes verification/visual-fidelity.md. Report saves to {task_path}/verification/e2e-verification-report.md.
Output: verification/e2e-verification-report.md, screenshots, verification/visual-fidelity.md (when mockups present — report-only, never gates completion)
State: Update E2E results; on success mark Phase 12 in completed_phases (Phase 13 reads this as a precondition).
Skip if: options.e2e_enabled = false
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - "E2E complete. Continue to Phase 13?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from the preceding phase in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
⚠ Serialization rule: Phases 12 and 13 share the Playwright MCP browser instance — see the same rule on Phase 12. Phase 13 MUST NOT be dispatched in the same assistant message as Phase 12, regardless of how the user answered the gate.
Preconditions: If options.e2e_enabled = true, Phase 12 MUST be present in completed_phases before Phase 13 starts. If it is not yet completed (e.g., E2E is still running or failed), do not start Phase 13 — return to the Phase 12 gate.
Purpose: Generate user-facing documentation with screenshots
Execute: Task tool - maister:user-docs-generator subagent
Prompt must include: task_path (absolute), spec_path, base_url. When Phase 12 ran successfully (E2E enabled and completed), also include e2e_screenshots_path: {task_path}/verification/screenshots/ together with the instruction "Reuse applicable E2E screenshots from this directory before capturing new ones via Playwright." When Phase 12 was skipped or failed, omit e2e_screenshots_path entirely. Guide saves to {task_path}/documentation/user-guide.md.
Output: documentation/user-guide.md, screenshots (reused from E2E run when applicable)
State: Update docs generation status
Skip if: options.user_docs_enabled = false
→ MANDATORY GATE — fires regardless of permission mode, session-reminders, or prior approval patterns. Invoke AskUserQuestion now. Proceeding without a user response is a protocol violation (orchestrator-patterns.md § 2 / § 2.1).
AskUserQuestion - "Documentation complete. Continue to Phase 14?"
Phase entry self-check: Before executing this phase, locate the
AskUserQuestiontool call from the preceding phase in this conversation. If you cannot point to its call ID, STOP and fire that gate now. State updates (completed_phases,TaskUpdate) without a correspondingAskUserQuestioncall are protocol violations — never paper over a missed gate by updating state.
Purpose: Complete workflow and provide next steps
Execute: Direct - create summary, update state, guide commit
Output: Workflow summary
State: Set task.status: completed
Process:
→ End of workflow
Development-specific fields in orchestrator-state.yml:
orchestrator:
options:
spec_audit_enabled: true
skip_test_suite: true
e2e_enabled: null
user_docs_enabled: null
code_review_enabled: true
pragmatic_review_enabled: true
reality_check_enabled: true
production_check_enabled: true
task_context:
risk_level: null
clarifications_resolved: null
scope_expanded: null
architecture_decision: null
task_characteristics:
has_reproducible_defect: false
modifies_existing_code: false
creates_new_entities: false
involves_data_operations: false
ui_heavy: false
research_reference:
path: null
research_question: null
research_type: null
confidence_level: null
design_reference:
source: null # "product-design" | "inline-prompt" | "legacy-migration" | null
product_design_path: null # set when Source 1 detected
mockup_count: 0
has_brief: false
index_path: null # path to analysis/design-context/INDEX.md
phase_summaries:
research: {summary: null, key_findings: [], recommended_approach: null}
design: {summary: null, screen_count: 0, component_count: 0, index_path: null}
codebase_analysis: {key_files: [], primary_language: null, summary: null}
clarifications: []
gap_analysis: {integration_points: [], summary: null}
scope_clarifications: {scope_expanded: null, summary: null}
ui_mockups: {components_designed: [], summary: null}
specification: {summary: null}
architecture_decision: {decision: null, summary: null}
.maister/tasks/development/YYYY-MM-DD-task-name/
├── orchestrator-state.yml
├── analysis/
│ ├── research-context/ # If --research provided
│ ├── design-context/ # If mockups detected (Step 4 ingestion or Phase 4 generation)
│ │ ├── mockups/ # HTML/PNG/screenshots (from product-design or inline prompt)
│ │ ├── ascii/ # ASCII mockups from Phase 4 ui-mockup-generator
│ │ ├── brief.md # Product brief (when ingested from product-design task)
│ │ ├── external-links.md # Figma/Sketch/Zeplin URLs (no fetch — for reference)
│ │ └── INDEX.md # Screen/component inventory with stable IDs
│ ├── codebase-analysis.md # Phase 1
│ ├── clarifications.md # Phase 1
│ ├── gap-analysis.md # Phase 2
│ ├── scope-clarifications.md # Phase 2 (conditional)
│ └── technical-clarifications.md # Phase 5 (conditional)
├── implementation/
│ ├── spec.md # Phase 5
│ ├── requirements.md # Phase 5
│ ├── implementation-plan.md # Phase 7
│ ├── visual-coverage.md # Phase 7 (when design-context exists)
│ ├── work-log.md # Phase 8
│ ├── tdd-red-gate.md # Phase 3 (conditional)
│ └── tdd-green-gate.md # Phase 9 (conditional)
├── verification/
│ ├── spec-audit.md # Phase 6 (recommended)
│ ├── implementation-verification.md # Phase 11
│ ├── e2e-verification-report.md # Phase 12 (optional)
│ └── visual-fidelity.md # Phase 12 (when design-context exists, report-only)
└── documentation/
└── user-guide.md # Phase 13 (optional)
| Phase | Max Attempts | Strategy | |-------|--------------|----------| | 1 | 2 | Expand search, prompt user | | 2 | 2 | Re-analyze, ask user | | 3 | 2 | Rewrite test, skip TDD with doc | | 5 | 2 | Regenerate spec | | 7 | 2 | Regenerate plan | | 8 | 5 | Fix syntax, imports, tests | | 9 | 3 | Return to implementation | | 11 | 3 | Fix tests, re-run |
| Flag | Effect |
|------|--------|
| --from=PHASE | Start from specific phase |
| --research=PATH | Link to completed research task |
| --audit / --no-audit | Force/skip specification audit |
| --e2e / --no-e2e | Force/skip E2E testing |
| --user-docs / --no-user-docs | Force/skip user documentation |
| --sequential | Disable parallel wave dispatch in the executor; run one task group at a time. Persisted as orchestrator.options.sequential: true in orchestrator-state.yml and read by implementation-plan-executor Phase 2. Defaults to off (parallel waves). |
When starting development from a completed research task, the orchestrator loads research context to INFORM all phases.
Method 1: Research folder as sole argument (recommended)
/maister:development .maister/tasks/research/2026-01-12-oauth-research
The orchestrator auto-detects this is a research folder and:
research_context.research_questionresearch_reference in stateMethod 2: Explicit --research flag
/maister:development "Implement OAuth" --research=.maister/tasks/research/2026-01-12-oauth-research
When research context is detected, read these files from the research folder:
| Artifact | Path | Purpose |
|----------|------|---------|
| State | orchestrator-state.yml | research_type, confidence_level |
| Report | outputs/research-report.md | Main findings and conclusions |
| Solution Exploration | outputs/solution-exploration.md | Alternatives and trade-offs (input to Phase 5) |
| High-Level Design | outputs/high-level-design.md | C4 architecture (input to Phase 5) |
| Decision Log | outputs/decision-log.md | ADR decisions (input to Phase 5) |
Research INFORMS phases, never SKIPS them. Research context passes to ALL phases via task_context.phase_summaries.research. No phases are skipped.
| Phase | How Research Context is Used | |-------|------------------------------| | Phase 1 | Codebase analyzer receives research findings as search guidance | | Phase 2 | Gap analyzer uses research recommendations for comparison | | Phase 5 | Specification creator uses high-level-design.md as INPUT (still creates full spec). Architecture decisions use research report AND decision-log.md (lighter when ADRs comprehensive) | | Phase 7 | Implementation planner references research approach for task grouping |
When mockups or design artifacts are present, they become binding inputs to implementation — not optional references. The analysis/design-context/ directory unifies all visual sources (product-design output, inline prompt references, Phase 4 ASCII generation) and propagates through every downstream phase.
Source 1 — Product-design task path (recommended handoff):
/maister:development .maister/tasks/product-design/2026-05-09-user-dashboard/
Auto-detected when the argument resolves to a .maister/tasks/product-design/* directory. Brief and mockups are copied into design-context/.
Source 2 — Inline mockup paths in task description:
/maister:development "Implement the dashboard from /tmp/dashboard-mockup.html"
Auto-detected file paths (.html, .png, .jpg, .jpeg, .gif, .svg, .pdf) are copied into design-context/mockups/. Design-tool URLs (Figma, Sketch Cloud, Zeplin) are recorded in design-context/external-links.md.
Source 3 — Phase 4 ASCII generation: When no external mockups exist and task_characteristics.ui_heavy is true, ui-mockup-generator produces ASCII mockups in design-context/ascii/.
Design INFORMS phases, never SKIPS them. Design context passes via task_context.phase_summaries.design and task_context.design_reference.
| Phase | How Design Context is Used |
|-------|------------------------------|
| Phase 4 | Skipped if design-context/mockups/ already populated; otherwise outputs to design-context/ascii/ |
| Phase 5 | specification-creator reads from design-context/ (single source); produces "Visual Design" section in spec.md |
| Phase 7 | implementation-planner enumerates screens from design-context/INDEX.md, attaches required Visual References to UI task groups, produces implementation/visual-coverage.md proving every screen is covered by ≥1 group |
| Phase 8 | task-group-implementer reads each referenced mockup before coding; layout, copy, field order, and explicit states are binding |
| Phase 12 | e2e-test-verifier performs LLM-judged structural visual-fidelity comparison after capturing screenshots; writes verification/visual-fidelity.md (report-only, never gates completion) |
When no mockups are detected at any source, the entire design-context machinery is skipped:
design-context/ directorydesign_reference in state (remains null)Visual References field in task groups (planner omits the section entirely)visual-coverage.md or visual-fidelity.mdNon-UI tasks see zero behavior change.
Invoked via:
/maister:development [description] [--e2e] [--user-docs] [--research=PATH] (new)/maister:development [task-path] [--from=PHASE] [--reset-attempts] (resume)Phase 3 (Red Gate): Test MUST FAIL before implementation (activated when gap-analyzer detects reproducible defect) Phase 9 (Green Gate): Test MUST PASS after implementation (activated when Phase 3 was executed)
documentation
Orchestrates comprehensive research workflows from question definition through findings documentation. Handles technical, requirements, literature, and mixed research types with adaptive methodology, multi-source gathering, pattern synthesis, and evidence-based reporting. Supports standalone research tasks and embedded research phase in other workflows.
data-ai
Interactive product/feature design orchestrator. Transforms fuzzy ideas into structured product briefs through collaborative exploration, iterative refinement, and visual prototyping. Adaptive phases detect design complexity and adjust depth.
development
Orchestrates performance optimization workflows using static code analysis to identify bottlenecks (N+1 queries, missing indexes, O(n^2) algorithms, blocking I/O, memory leaks). Accepts optional user-provided profiling data. Reuses standard specification, planning, implementation, and verification phases.
development
Shared orchestration patterns for all workflow orchestrators. NOT an executable skill - provides reference documentation for phase execution, state management, interactive mode, and initialization. All orchestrators reference these patterns.