mirror of
https://github.com/azaion/detections.git
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Refactor autopilot workflows and documentation: Update .gitignore to include binary and media file types, enhance agent command references in documentation, and modify annotation class for improved accessibility. Adjust inference processing to handle batch sizes and streamline test specifications for clarity and consistency across the system.
This commit is contained in:
Oleksandr Bezdieniezhnykh
@@ -1,21 +1,21 @@
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# Greenfield Workflow
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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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Workflow for new projects built from scratch. Flows linearly: Problem → Research → Plan → UI Design (if applicable) → Decompose → Implement → Run Tests → Security Audit (optional) → Performance Test (optional) → Deploy.
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## Step Reference Table
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| Step | Name | Sub-Skill | Internal SubSteps |
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|------|-----------|------------------------|---------------------------------------|
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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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| Step | Name | Sub-Skill | Internal SubSteps |
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|------|------|-----------|-------------------|
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| 1 | Problem | problem/SKILL.md | Phase 1–4 |
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| 2 | Research | research/SKILL.md | Mode A: Phase 1–4 · Mode B: Step 0–8 |
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| 3 | Plan | plan/SKILL.md | Step 1–6 + Final |
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| 4 | UI Design | ui-design/SKILL.md | Phase 0–8 (conditional — UI projects only) |
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| 5 | Decompose | decompose/SKILL.md | Step 1–4 |
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| 6 | Implement | implement/SKILL.md | (batch-driven, no fixed sub-steps) |
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| 7 | Run Tests | test-run/SKILL.md | Steps 1–4 |
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| 8 | Security Audit | security/SKILL.md | Phase 1–5 (optional) |
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| 9 | Performance Test | (autopilot-managed) | Load/stress tests (optional) |
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| 10 | Deploy | deploy/SKILL.md | Step 1–7 |
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## Detection Rules
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@@ -23,7 +23,7 @@ Check rules in order — first match wins.
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---
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**Step 0 — Problem Gathering**
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**Step 1 — Problem Gathering**
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Condition: `_docs/00_problem/` does not exist, OR any of these are missing/empty:
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- `problem.md`
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- `restrictions.md`
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@@ -34,14 +34,14 @@ Action: Read and execute `.cursor/skills/problem/SKILL.md`
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---
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**Step 1 — Research (Initial)**
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**Step 2 — Research (Initial)**
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Condition: `_docs/00_problem/` is complete AND `_docs/01_solution/` has no `solution_draft*.md` files
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Action: Read and execute `.cursor/skills/research/SKILL.md` (will auto-detect Mode A)
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---
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**Step 1b — Research Decision**
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**Research Decision** (inline gate between Step 2 and Step 3)
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Condition: `_docs/01_solution/` contains `solution_draft*.md` files AND `_docs/01_solution/solution.md` does not exist AND `_docs/02_document/architecture.md` does not exist
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Action: Present the current research state to the user:
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@@ -63,11 +63,11 @@ Then present using the **Choose format**:
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```
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- If user picks A → Read and execute `.cursor/skills/research/SKILL.md` (will auto-detect Mode B)
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- If user picks B → auto-chain to Step 2 (Plan)
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- If user picks B → auto-chain to Step 3 (Plan)
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---
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**Step 2 — Plan**
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**Step 3 — Plan**
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Condition: `_docs/01_solution/` has `solution_draft*.md` files AND `_docs/02_document/architecture.md` does not exist
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Action:
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@@ -78,8 +78,8 @@ 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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**Step 4 — UI Design (conditional)**
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Condition: `_docs/02_document/architecture.md` exists AND the autopilot state does NOT show Step 4 (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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@@ -88,7 +88,7 @@ Condition: `_docs/02_document/architecture.md` exists AND the autopilot state do
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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 NOT a UI project → mark Step 4 as `skipped` in the state file and auto-chain to Step 5.
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If the project IS a UI project → present using Choose format:
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@@ -104,12 +104,12 @@ If the project IS a UI project → present using Choose format:
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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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- If user picks A → Read and execute `.cursor/skills/ui-design/SKILL.md`. After completion, auto-chain to Step 5 (Decompose).
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- If user picks B → Mark Step 4 as `skipped` in the state file, auto-chain to Step 5 (Decompose).
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---
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**Step 3 — Decompose**
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**Step 5 — 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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Action: Read and execute `.cursor/skills/decompose/SKILL.md`
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@@ -118,7 +118,7 @@ If `_docs/02_tasks/` has some task files already, the decompose skill's resumabi
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---
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**Step 4 — Implement**
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**Step 6 — Implement**
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Condition: `_docs/02_tasks/` contains task files AND `_dependencies_table.md` exists AND `_docs/03_implementation/FINAL_implementation_report.md` does not exist
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Action: Read and execute `.cursor/skills/implement/SKILL.md`
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@@ -127,35 +127,15 @@ If `_docs/03_implementation/` has batch reports, the implement skill detects com
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---
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**Step 5 — Run Tests**
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Condition: `_docs/03_implementation/FINAL_implementation_report.md` exists AND the autopilot state does NOT show Step 5 (Run Tests) as completed AND (`_docs/04_deploy/` does not exist or is incomplete)
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**Step 7 — Run Tests**
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Condition: `_docs/03_implementation/FINAL_implementation_report.md` exists AND the autopilot state does NOT show Step 7 (Run Tests) as completed AND (`_docs/04_deploy/` does not exist or is incomplete)
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Action: Run the full test suite to verify the implementation before deployment.
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1. If `scripts/run-tests.sh` exists (generated by the test-spec skill Phase 4), execute it
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2. Otherwise, detect the project's test runner manually (e.g., `pytest`, `dotnet test`, `cargo test`, `npm test`) and run all unit tests; if `docker-compose.test.yml` or an equivalent test environment exists, spin it up and run the blackbox test suite
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3. **Report results**: present a summary of passed/failed/skipped tests
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If all tests pass → auto-chain to Step 5b (Security Audit).
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If tests fail → present using Choose format:
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```
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══════════════════════════════════════
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TEST RESULTS: [N passed, M failed, K skipped]
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══════════════════════════════════════
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A) Fix failing tests and re-run
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B) Proceed to deploy anyway (not recommended)
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C) Abort — fix manually
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══════════════════════════════════════
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Recommendation: A — fix failures before deploying
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══════════════════════════════════════
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```
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Action: Read and execute `.cursor/skills/test-run/SKILL.md`
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---
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**Step 5b — Security Audit (optional)**
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Condition: the autopilot state shows Step 5 (Run Tests) is completed AND the autopilot state does NOT show Step 5b (Security Audit) as completed or skipped AND (`_docs/04_deploy/` does not exist or is incomplete)
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**Step 8 — Security Audit (optional)**
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Condition: the autopilot state shows Step 7 (Run Tests) is completed AND the autopilot state does NOT show Step 8 (Security Audit) 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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@@ -170,13 +150,13 @@ Action: Present using Choose format:
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══════════════════════════════════════
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```
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- If user picks A → Read and execute `.cursor/skills/security/SKILL.md`. After completion, auto-chain to Step 6 (Deploy).
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- If user picks B → Mark Step 5b as `skipped` in the state file, auto-chain to Step 6 (Deploy).
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- If user picks A → Read and execute `.cursor/skills/security/SKILL.md`. After completion, auto-chain to Step 9 (Performance Test).
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- If user picks B → Mark Step 8 as `skipped` in the state file, auto-chain to Step 9 (Performance Test).
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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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**Step 9 — Performance Test (optional)**
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Condition: the autopilot state shows Step 8 (Security Audit) is completed or skipped AND the autopilot state does NOT show Step 9 (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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@@ -197,13 +177,13 @@ Action: Present using Choose format:
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2. Otherwise, check if `_docs/02_document/tests/performance-tests.md` exists for test scenarios, detect appropriate load testing tool (k6, locust, artillery, wrk, or built-in benchmarks), and execute performance test scenarios against the running system
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3. Present results vs acceptance criteria thresholds
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4. If thresholds fail → present Choose format: A) Fix and re-run, B) Proceed anyway, C) Abort
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5. 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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5. After completion, auto-chain to Step 10 (Deploy)
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- If user picks B → Mark Step 9 as `skipped` in the state file, auto-chain to Step 10 (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 (Step 5c is completed or skipped) AND (`_docs/04_deploy/` does not exist or is incomplete)
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**Step 10 — Deploy**
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Condition: the autopilot state shows Step 7 (Run Tests) is completed AND (Step 8 is completed or skipped) AND (Step 9 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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@@ -218,14 +198,38 @@ Action: Report project completion with summary. If the user runs autopilot again
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| Completed Step | Next Action |
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|---------------|-------------|
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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 → 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 → 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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| Problem (1) | Auto-chain → Research (2) |
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| Research (2) | Auto-chain → Research Decision (ask user: another round or proceed?) |
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| Research Decision → proceed | Auto-chain → Plan (3) |
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| Plan (3) | Auto-chain → UI Design detection (4) |
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| UI Design (4, done or skipped) | Auto-chain → Decompose (5) |
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| Decompose (5) | **Session boundary** — suggest new conversation before Implement |
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| Implement (6) | Auto-chain → Run Tests (7) |
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| Run Tests (7, all pass) | Auto-chain → Security Audit choice (8) |
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| Security Audit (8, done or skipped) | Auto-chain → Performance Test choice (9) |
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| Performance Test (9, done or skipped) | Auto-chain → Deploy (10) |
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| Deploy (10) | Report completion |
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## Status Summary Template
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```
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═══════════════════════════════════════════════════
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AUTOPILOT STATUS (greenfield)
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═══════════════════════════════════════════════════
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Step 1 Problem [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 2 Research [DONE (N drafts) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 3 Plan [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 4 UI Design [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 5 Decompose [DONE (N tasks) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 6 Implement [DONE / IN PROGRESS (batch M of ~N) / NOT STARTED / FAILED (retry N/3)]
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Step 7 Run Tests [DONE (N passed, M failed) / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 8 Security Audit [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 9 Performance Test [DONE / SKIPPED / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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Step 10 Deploy [DONE / IN PROGRESS / NOT STARTED / FAILED (retry N/3)]
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═══════════════════════════════════════════════════
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Current: Step N — Name
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SubStep: M — [sub-skill internal step name]
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Retry: [N/3 if retrying, omit if 0]
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Action: [what will happen next]
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═══════════════════════════════════════════════════
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```
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