mirror of
https://github.com/azaion/detections.git
synced 2026-04-23 02:26:32 +00:00
Update project structure and documentation: Add new entries to .gitignore for standalone outputs and MCP config, delete obsolete design_skill.md file, and revise README and various skills to reflect updated workflow steps, including UI design and performance testing. Adjust paths in retrospective and metrics documentation to align with new directory structure.
This commit is contained in:
@@ -35,7 +35,7 @@ Auto-chaining execution engine that drives the full BUILD → SHIP workflow. Det
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- **State from disk**: all progress is persisted to `_docs/_autopilot_state.md` and cross-checked against `_docs/` folder structure
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- **Rich re-entry**: on every invocation, read the state file for full context before continuing
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- **Delegate, don't duplicate**: read and execute each sub-skill's SKILL.md; never inline their logic here
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- **Sound on pause**: follow `.cursor/rules/human-input-sound.mdc` — play a notification sound before every pause that requires human input
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- **Sound on pause**: follow `.cursor/rules/human-attention-sound.mdc` — play a notification sound before every pause that requires human input
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- **Minimize interruptions**: only ask the user when the decision genuinely cannot be resolved automatically
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## Flow Resolution
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@@ -114,15 +114,17 @@ This skill activates when the user wants to:
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│ │
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│ GREENFIELD FLOW (flows/greenfield.md): │
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│ Step 0 Problem → Step 1 Research → Step 2 Plan │
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│ → Step 3 Decompose → [SESSION] → Step 4 Implement │
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│ → Step 5 Run Tests → 5b Security (opt) → Step 6 Deploy │
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│ → 2a UI Design (if UI) → Step 3 Decompose → [SESSION] │
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│ → Step 4 Implement → Step 5 Run Tests │
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│ → 5b Security (opt) → 5c Perf Test (opt) → Step 6 Deploy │
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│ → DONE │
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│ │
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│ EXISTING CODE FLOW (flows/existing-code.md): │
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│ Pre-Step Document → 2b Test Spec → 2c Decompose Tests │
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│ → [SESSION] → 2d Implement Tests → 2e Refactor │
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│ → 2f New Task → [SESSION] → 2g Implement │
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│ → 2h Run Tests → 2hb Security (opt) → 2i Deploy → DONE │
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│ → 2ea UI Design (if UI) → 2f New Task → [SESSION] │
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│ → 2g Implement → 2h Run Tests → 2hb Security (opt) │
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│ → 2hc Perf Test (opt) → 2i Deploy → DONE │
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│ │
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│ STATE: _docs/_autopilot_state.md (see state.md) │
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│ PROTOCOLS: choice format, Jira auth, errors (see protocols.md) │
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@@ -11,10 +11,12 @@ Workflow for projects with an existing codebase. Starts with documentation, prod
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| 2c | Decompose Tests | decompose/SKILL.md (tests-only) | Step 1t + Step 3 + Step 4 |
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| 2d | Implement Tests | implement/SKILL.md | (batch-driven, no fixed sub-steps) |
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| 2e | Refactor | refactor/SKILL.md | Phases 0–5 (6-phase method) |
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| 2ea | UI Design | ui-design/SKILL.md | Phase 0–8 (conditional — UI projects only) |
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| 2f | New Task | new-task/SKILL.md | Steps 1–8 (loop) |
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| 2g | Implement | implement/SKILL.md | (batch-driven, no fixed sub-steps) |
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| 2h | Run Tests | (autopilot-managed) | Unit tests → Blackbox tests |
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| 2hb | Security Audit | security/SKILL.md | Phase 1–5 (optional) |
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| 2hc | Performance Test | (autopilot-managed) | Load/stress tests (optional) |
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| 2i | Deploy | deploy/SKILL.md | Steps 1–7 |
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After Step 2i, the existing-code workflow is complete.
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@@ -91,8 +93,37 @@ If `_docs/04_refactor/` has phase reports, the refactor skill detects completed
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---
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**Step 2ea — UI Design (conditional)**
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Condition: the autopilot state shows Step 2e (Refactor) is completed AND the autopilot state does NOT show Step 2ea (UI Design) as completed or skipped
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**UI Project Detection** — the project is a UI project if ANY of the following are true:
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- `package.json` exists in the workspace root or any subdirectory
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- `*.html`, `*.jsx`, `*.tsx` files exist in the workspace
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- `_docs/02_document/components/` contains a component whose `description.md` mentions UI, frontend, page, screen, dashboard, form, or view
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- `_docs/02_document/architecture.md` mentions frontend, UI layer, SPA, or client-side rendering
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If the project is NOT a UI project → mark Step 2ea as `skipped` in the state file and auto-chain to Step 2f.
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If the project IS a UI project → present using Choose format:
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```
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══════════════════════════════════════
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DECISION REQUIRED: UI project detected — generate/update mockups?
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══════════════════════════════════════
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A) Generate UI mockups before new task planning (recommended)
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B) Skip — proceed directly to new task
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══════════════════════════════════════
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Recommendation: A — mockups inform better frontend task specs
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══════════════════════════════════════
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```
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- If user picks A → Read and execute `.cursor/skills/ui-design/SKILL.md`. After completion, auto-chain to Step 2f (New Task).
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- If user picks B → Mark Step 2ea as `skipped` in the state file, auto-chain to Step 2f (New Task).
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---
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**Step 2f — New Task**
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Condition: `_docs/04_refactor/FINAL_refactor_report.md` exists AND the autopilot state shows Step 2e (Refactor) is completed AND the autopilot state does NOT show Step 2f (New Task) as completed
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Condition: (the autopilot state shows Step 2ea (UI Design) is completed or skipped) AND the autopilot state does NOT show Step 2f (New Task) as completed
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Action: Read and execute `.cursor/skills/new-task/SKILL.md`
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@@ -159,8 +190,36 @@ Action: Present using Choose format:
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---
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**Step 2hc — Performance Test (optional)**
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Condition: the autopilot state shows Step 2hb (Security Audit) is completed or skipped AND the autopilot state does NOT show Step 2hc (Performance Test) as completed or skipped AND (`_docs/04_deploy/` does not exist or is incomplete)
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Action: Present using Choose format:
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```
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══════════════════════════════════════
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DECISION REQUIRED: Run performance/load tests before deploy?
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══════════════════════════════════════
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A) Run performance tests (recommended for latency-sensitive or high-load systems)
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B) Skip — proceed directly to deploy
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══════════════════════════════════════
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Recommendation: [A or B — base on whether acceptance criteria
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include latency, throughput, or load requirements]
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══════════════════════════════════════
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```
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- If user picks A → Run performance tests:
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1. Check if `_docs/02_document/tests/performance-tests.md` exists for test scenarios
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2. Detect appropriate load testing tool (k6, locust, artillery, wrk, or built-in benchmarks)
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3. Execute performance test scenarios against the running system
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4. Present results vs acceptance criteria thresholds
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5. If thresholds fail → present Choose format: A) Fix and re-run, B) Proceed anyway, C) Abort
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6. After completion, auto-chain to Step 2i (Deploy)
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- If user picks B → Mark Step 2hc as `skipped` in the state file, auto-chain to Step 2i (Deploy).
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---
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**Step 2i — Deploy**
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Condition: the autopilot state shows Step 2h (Run Tests) is completed AND (Step 2hb is completed or skipped) AND (`_docs/04_deploy/` does not exist or is incomplete)
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Condition: the autopilot state shows Step 2h (Run Tests) is completed AND (Step 2hb is completed or skipped) AND (Step 2hc is completed or skipped) AND (`_docs/04_deploy/` does not exist or is incomplete)
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Action: Read and execute `.cursor/skills/deploy/SKILL.md`
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@@ -196,9 +255,11 @@ Action: The project completed a full cycle. Present status and loop back to New
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| Blackbox Test Spec (Step 2b) | Auto-chain → Decompose Tests (Step 2c) |
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| Decompose Tests (Step 2c) | **Session boundary** — suggest new conversation before Implement Tests |
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| Implement Tests (Step 2d) | Auto-chain → Refactor (Step 2e) |
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| Refactor (Step 2e) | Auto-chain → New Task (Step 2f) |
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| Refactor (Step 2e) | Auto-chain → UI Design detection (Step 2ea) |
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| UI Design (Step 2ea, done or skipped) | Auto-chain → New Task (Step 2f) |
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| New Task (Step 2f) | **Session boundary** — suggest new conversation before Implement |
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| Implement (Step 2g) | Auto-chain → Run Tests (Step 2h) |
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| Run Tests (Step 2h, all pass) | Auto-chain → Security Audit choice (Step 2hb) |
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| Security Audit (Step 2hb, done or skipped) | Auto-chain → Deploy (Step 2i) |
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| Security Audit (Step 2hb, done or skipped) | Auto-chain → Performance Test choice (Step 2hc) |
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| Performance Test (Step 2hc, done or skipped) | Auto-chain → Deploy (Step 2i) |
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| Deploy (Step 2i) | **Workflow complete** — existing-code flow done |
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@@ -1,6 +1,6 @@
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# Greenfield Workflow
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Workflow for new projects built from scratch. Flows linearly: Problem → Research → Plan → Decompose → Implement → Run Tests → Security Audit (optional) → Deploy.
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Workflow for new projects built from scratch. Flows linearly: Problem → Research → Plan → UI Design (if applicable) → Decompose → Implement → Run Tests → Security Audit (optional) → Deploy.
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## Step Reference Table
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@@ -9,10 +9,12 @@ Workflow for new projects built from scratch. Flows linearly: Problem → Resear
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| 0 | Problem | problem/SKILL.md | Phase 1–4 |
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| 1 | Research | research/SKILL.md | Mode A: Phase 1–4 · Mode B: Step 0–8 |
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| 2 | Plan | plan/SKILL.md | Step 1–6 + Final |
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| 2a | UI Design | ui-design/SKILL.md | Phase 0–8 (conditional — UI projects only) |
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| 3 | Decompose | decompose/SKILL.md | Step 1–4 |
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| 4 | Implement | implement/SKILL.md | (batch-driven, no fixed sub-steps) |
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| 5 | Run Tests | (autopilot-managed) | Unit tests → Blackbox tests |
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| 5b | Security Audit | security/SKILL.md | Phase 1–5 (optional) |
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| 5c | Performance Test | (autopilot-managed) | Load/stress tests (optional) |
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| 6 | Deploy | deploy/SKILL.md | Step 1–7 |
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## Detection Rules
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@@ -76,6 +78,37 @@ If `_docs/02_document/` exists but is incomplete (has some artifacts but no `FIN
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---
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**Step 2a — UI Design (conditional)**
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Condition: `_docs/02_document/architecture.md` exists AND the autopilot state does NOT show Step 2a (UI Design) as completed or skipped AND the project is a UI project
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**UI Project Detection** — the project is a UI project if ANY of the following are true:
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- `package.json` exists in the workspace root or any subdirectory
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- `*.html`, `*.jsx`, `*.tsx` files exist in the workspace
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- `_docs/02_document/components/` contains a component whose `description.md` mentions UI, frontend, page, screen, dashboard, form, or view
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- `_docs/02_document/architecture.md` mentions frontend, UI layer, SPA, or client-side rendering
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- `_docs/01_solution/solution.md` mentions frontend, web interface, or user-facing UI
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If the project is NOT a UI project → mark Step 2a as `skipped` in the state file and auto-chain to Step 3.
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If the project IS a UI project → present using Choose format:
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```
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══════════════════════════════════════
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DECISION REQUIRED: UI project detected — generate mockups?
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══════════════════════════════════════
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A) Generate UI mockups before decomposition (recommended)
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B) Skip — proceed directly to decompose
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══════════════════════════════════════
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Recommendation: A — mockups before decomposition
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produce better task specs for frontend components
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══════════════════════════════════════
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```
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- If user picks A → Read and execute `.cursor/skills/ui-design/SKILL.md`. After completion, auto-chain to Step 3 (Decompose).
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- If user picks B → Mark Step 2a as `skipped` in the state file, auto-chain to Step 3 (Decompose).
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---
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**Step 3 — Decompose**
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Condition: `_docs/02_document/` contains `architecture.md` AND `_docs/02_document/components/` has at least one component AND `_docs/02_tasks/` does not exist or has no task files (excluding `_dependencies_table.md`)
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@@ -142,8 +175,36 @@ Action: Present using Choose format:
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---
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**Step 5c — Performance Test (optional)**
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Condition: the autopilot state shows Step 5b (Security Audit) is completed or skipped AND the autopilot state does NOT show Step 5c (Performance Test) as completed or skipped AND (`_docs/04_deploy/` does not exist or is incomplete)
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Action: Present using Choose format:
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```
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══════════════════════════════════════
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DECISION REQUIRED: Run performance/load tests before deploy?
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══════════════════════════════════════
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A) Run performance tests (recommended for latency-sensitive or high-load systems)
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B) Skip — proceed directly to deploy
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══════════════════════════════════════
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Recommendation: [A or B — base on whether acceptance criteria
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include latency, throughput, or load requirements]
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══════════════════════════════════════
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```
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- If user picks A → Run performance tests:
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1. Check if `_docs/02_document/tests/performance-tests.md` exists for test scenarios
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2. Detect appropriate load testing tool (k6, locust, artillery, wrk, or built-in benchmarks)
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3. Execute performance test scenarios against the running system
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4. Present results vs acceptance criteria thresholds
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5. If thresholds fail → present Choose format: A) Fix and re-run, B) Proceed anyway, C) Abort
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6. After completion, auto-chain to Step 6 (Deploy)
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- If user picks B → Mark Step 5c as `skipped` in the state file, auto-chain to Step 6 (Deploy).
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---
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**Step 6 — Deploy**
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Condition: the autopilot state shows Step 5 (Run Tests) is completed AND (Step 5b is completed or skipped) AND (`_docs/04_deploy/` does not exist or is incomplete)
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Condition: the autopilot state shows Step 5 (Run Tests) is completed AND (Step 5b is completed or skipped) AND (Step 5c is completed or skipped) AND (`_docs/04_deploy/` does not exist or is incomplete)
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Action: Read and execute `.cursor/skills/deploy/SKILL.md`
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@@ -161,9 +222,11 @@ Action: Report project completion with summary. If the user runs autopilot again
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| Problem Gathering | Auto-chain → Research (Mode A) |
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| Research (any round) | Auto-chain → Research Decision (ask user: another round or proceed?) |
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| Research Decision → proceed | Auto-chain → Plan |
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| Plan | Auto-chain → Decompose |
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| Plan | Auto-chain → UI Design detection (Step 2a) |
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| UI Design (done or skipped) | Auto-chain → Decompose |
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| Decompose | **Session boundary** — suggest new conversation before Implement |
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| Implement | Auto-chain → Run Tests (Step 5) |
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| Run Tests (all pass) | Auto-chain → Security Audit choice (Step 5b) |
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| Security Audit (done or skipped) | Auto-chain → Deploy (Step 6) |
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| Security Audit (done or skipped) | Auto-chain → Performance Test choice (Step 5c) |
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| Performance Test (done or skipped) | Auto-chain → Deploy (Step 6) |
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| Deploy | Report completion |
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@@ -50,49 +50,56 @@ Rules:
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6. Record every user decision in the state file's `Key Decisions` section
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7. After the user picks, proceed immediately — no follow-up confirmation unless the choice was destructive
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## Jira MCP Authentication
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## Work Item Tracker Authentication
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Several workflow steps create Jira artifacts (epics, tasks, links). The Jira MCP server must be authenticated **before** any step that writes to Jira.
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Several workflow steps create work items (epics, tasks, links). The system supports **Jira MCP** and **Azure DevOps MCP** as interchangeable backends. Detect which is configured by listing available MCP servers.
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### Steps That Require Jira MCP
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### Tracker Detection
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| Step | Sub-Step | Jira Action |
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|------|----------|-------------|
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| 2 (Plan) | Step 6 — Jira Epics | Create epics for each component |
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| 2c (Decompose Tests) | Step 1t + Step 3 — All test tasks | Create Jira ticket per task, link to epic |
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| 2f (New Task) | Step 7 — Jira ticket | Create Jira ticket per task, link to epic |
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| 3 (Decompose) | Step 1–3 — All tasks | Create Jira ticket per task, link to epic |
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1. Check for available MCP servers: Jira MCP (`user-Jira-MCP-Server`) or Azure DevOps MCP (`user-AzureDevops`)
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2. If both are available, ask the user which to use (Choose format)
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3. Record the choice in the state file: `tracker: jira` or `tracker: ado`
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4. If neither is available, set `tracker: local` and proceed without external tracking
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### Steps That Require Work Item Tracker
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| Step | Sub-Step | Tracker Action |
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|------|----------|----------------|
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| 2 (Plan) | Step 6 — Epics | Create epics for each component |
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| 2c (Decompose Tests) | Step 1t + Step 3 — All test tasks | Create ticket per task, link to epic |
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| 2f (New Task) | Step 7 — Ticket | Create ticket per task, link to epic |
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| 3 (Decompose) | Step 1–3 — All tasks | Create ticket per task, link to epic |
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### Authentication Gate
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Before entering **Step 2 (Plan)**, **Step 2c (Decompose Tests)**, **Step 2f (New Task)**, or **Step 3 (Decompose)** for the first time, the autopilot must:
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1. Call `mcp_auth` on the Jira MCP server
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1. Call `mcp_auth` on the detected tracker's MCP server
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2. If authentication succeeds → proceed normally
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3. If the user **skips** or authentication fails → present using Choose format:
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||||
```
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══════════════════════════════════════
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Jira MCP authentication failed
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Tracker authentication failed
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══════════════════════════════════════
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A) Retry authentication (retry mcp_auth)
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B) Continue without Jira (tasks saved locally only)
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B) Continue without tracker (tasks saved locally only)
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══════════════════════════════════════
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Recommendation: A — Jira IDs drive task referencing,
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Recommendation: A — Tracker IDs drive task referencing,
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dependency tracking, and implementation batching.
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Without Jira, task files use numeric prefixes instead.
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||||
Without tracker, task files use numeric prefixes instead.
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||||
══════════════════════════════════════
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```
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||||
If user picks **B** (continue without Jira):
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- Set a flag in the state file: `jira_enabled: false`
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- All skills that would create Jira tickets instead save metadata locally in the task/epic files with `Jira: pending` status
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- Task files keep numeric prefixes (e.g., `01_initial_structure.md`) instead of Jira ID prefixes
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||||
If user picks **B** (continue without tracker):
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- Set a flag in the state file: `tracker: local`
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- All skills that would create tickets instead save metadata locally in the task/epic files with `Tracker: pending` status
|
||||
- Task files keep numeric prefixes (e.g., `01_initial_structure.md`) instead of tracker ID prefixes
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||||
- The workflow proceeds normally in all other respects
|
||||
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||||
### Re-Authentication
|
||||
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||||
If Jira MCP was already authenticated in a previous invocation (verify by listing available Jira tools beyond `mcp_auth`), skip the auth gate.
|
||||
If the tracker MCP was already authenticated in a previous invocation (verify by listing available tools beyond `mcp_auth`), skip the auth gate.
|
||||
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||||
## Error Handling
|
||||
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||||
@@ -284,10 +291,12 @@ On every invocation, before executing any skill, present a status summary built
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||||
Step 0 Problem [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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||||
Step 1 Research [DONE (N drafts) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2 Plan [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2a UI Design [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 3 Decompose [DONE (N tasks) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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||||
Step 4 Implement [DONE / IN PROGRESS (batch M of ~N) / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 5 Run Tests [DONE (N passed, M failed) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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||||
Step 5b Security Audit [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 5c Performance Test [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 6 Deploy [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
═══════════════════════════════════════════════════
|
||||
Current: Step N — Name
|
||||
@@ -308,10 +317,12 @@ On every invocation, before executing any skill, present a status summary built
|
||||
Step 2c Decompose Tests [DONE (N tasks) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2d Implement Tests [DONE / IN PROGRESS (batch M) / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2e Refactor [DONE / IN PROGRESS (phase N) / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2ea UI Design [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2f New Task [DONE (N tasks) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2g Implement [DONE / IN PROGRESS (batch M of ~N) / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2h Run Tests [DONE (N passed, M failed) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2hb Security Audit [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2hc Performance Test [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
Step 2i Deploy [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
|
||||
═══════════════════════════════════════════════════
|
||||
Current: Step N — Name
|
||||
|
||||
@@ -10,8 +10,8 @@ The autopilot persists its state to `_docs/_autopilot_state.md`. This file is th
|
||||
# Autopilot State
|
||||
|
||||
## Current Step
|
||||
step: [0-6 or "2b" / "2c" / "2d" / "2e" / "2f" / "2g" / "2h" / "2hb" / "2i" or "5b" or "done"]
|
||||
name: [Problem / Research / Plan / Blackbox Test Spec / Decompose Tests / Implement Tests / Refactor / New Task / Implement / Run Tests / Security Audit / Deploy / Decompose / Done]
|
||||
step: [0-6 or "2a" / "2b" / "2c" / "2d" / "2e" / "2ea" / "2f" / "2g" / "2h" / "2hb" / "2hc" / "2i" or "5b" / "5c" or "done"]
|
||||
name: [Problem / Research / Plan / UI Design / Blackbox Test Spec / Decompose Tests / Implement Tests / Refactor / UI Design / New Task / Implement / Run Tests / Security Audit / Performance Test / Deploy / Decompose / Done]
|
||||
status: [not_started / in_progress / completed / skipped / failed]
|
||||
sub_step: [optional — sub-skill internal step number + name if interrupted mid-step]
|
||||
retry_count: [0-3 — number of consecutive auto-retry attempts for current step, reset to 0 on success]
|
||||
|
||||
Reference in New Issue
Block a user