~aod-kickstart
POC kickstart skill that transforms a project idea into a sequenced consumer guide with 6-10 seed features. Use when a developer invokes /aod.kickstart to generate a consumer guide, when starting a new project and needing a structured backlog plan, or when converting a project idea into seed features for the AOD lifecycle. Three-stage workflow: Idea Intake, Stack Selection, Guide Generation.
Best use case
~aod-kickstart is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
POC kickstart skill that transforms a project idea into a sequenced consumer guide with 6-10 seed features. Use when a developer invokes /aod.kickstart to generate a consumer guide, when starting a new project and needing a structured backlog plan, or when converting a project idea into seed features for the AOD lifecycle. Three-stage workflow: Idea Intake, Stack Selection, Guide Generation.
Teams using ~aod-kickstart should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/~aod-kickstart/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How ~aod-kickstart Compares
| Feature / Agent | ~aod-kickstart | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
POC kickstart skill that transforms a project idea into a sequenced consumer guide with 6-10 seed features. Use when a developer invokes /aod.kickstart to generate a consumer guide, when starting a new project and needing a structured backlog plan, or when converting a project idea into seed features for the AOD lifecycle. Three-stage workflow: Idea Intake, Stack Selection, Guide Generation.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# /aod.kickstart Skill
## Purpose
Transform a project idea into a sequenced consumer guide with 6-10 seed features ready for the AOD lifecycle. The skill runs three stages:
1. **Idea Intake** -- Capture the project idea, target user, and key capabilities through structured prompts
2. **Stack Selection** -- Detect an active stack pack or guide the developer to select/describe a stack
3. **Guide Generation** -- Produce a consumer guide at `docs/guides/CONSUMER_GUIDE_{PROJECT_NAME}.md` with setup phases, a feature summary table, and per-feature seed blocks ordered for incremental value delivery
Each seed feature block is structured for direct copy-paste into `/aod.discover`.
---
## Prerequisites Check
Before starting, validate the output directory exists.
1. Use Glob to check for `docs/guides/` directory
2. If `docs/guides/` does not exist, display the following error and stop:
```
ERROR: docs/guides/ directory not found.
Run `make init` to set up project structure.
```
Do not proceed to Stage 1 until `docs/guides/` is confirmed to exist.
---
## Stage 1: Idea Intake
Capture the project idea through 5 structured prompts. Store responses in variables for use in later stages.
### Step 1.1: Capture Idea Description
Use AskUserQuestion:
```
Question: "Describe your project idea (what are you building and why?)"
```
Store the response as `{idea_description}`.
**Vagueness validation (FR-014)**: Count the words in the response. If fewer than 20 words, ask for elaboration:
```
Question: "Your idea description is brief. Add more detail about what the project does, the problem it solves, or key workflows (aim for 2-3 sentences)."
```
Allow up to 2 rounds of clarification. If still under 20 words after 2 rounds, accept the response as-is and proceed with a note:
```
Note: Idea description is brief. The generated guide may need refinement.
```
### Step 1.2: Capture Target User
Use AskUserQuestion:
```
Question: "Who is the target user for this project?"
```
Store the response as `{target_user}`.
Expected responses: persona descriptions such as "solo developer," "small team lead," "project manager," "end consumer."
### Step 1.3: Capture Key Capabilities
Use AskUserQuestion:
```
Question: "List 3-5 key capabilities this project needs (one per line)"
```
Store the response as `{capabilities}`.
**Scope check (FR-015)**: Count the listed capabilities.
- If more than 5 capabilities, display:
```
You listed {count} capabilities. For a POC, recommend narrowing to 3-5 core capabilities. Which ones are essential for the first version?
```
Then re-prompt with AskUserQuestion to capture the narrowed list. Accept the revised list.
- If fewer than 3 capabilities, display:
```
A POC typically needs at least 3 capabilities to demonstrate value. Can you add more?
```
Then re-prompt with AskUserQuestion to capture additional capabilities.
### Step 1.4: Capture GitHub Org
Use AskUserQuestion:
```
Question: "What is your GitHub org or username? (used for repo creation in the guide)"
```
Store the response as `{github_org}`.
### Step 1.5: Confirm Summary
Display the captured information:
```
PROJECT IDEA SUMMARY
Idea: {idea_description}
Target User: {target_user}
GitHub Org: {github_org}
Key Capabilities:
1. {capability_1}
2. {capability_2}
3. {capability_3}
...
```
Use AskUserQuestion:
```
Question: "Does this look right?"
Options:
- Yes: "Proceed to stack selection"
- Edit idea: "Change the project idea description"
- Edit user: "Change the target user"
- Edit org: "Change the GitHub org"
- Edit capabilities: "Change the key capabilities"
```
- If "Yes": proceed to Stage 2
- If "Edit idea": return to Step 1.1
- If "Edit user": return to Step 1.2
- If "Edit org": return to Step 1.4
- If "Edit capabilities": return to Step 1.3
---
## Stage 2: Stack Selection
Determine the technology stack for guide generation. Four paths based on current state and developer preference.
### Step 2.1: Check for Active Pack
Read `.aod/stack-active.json` using the Read tool.
- **If file exists and contains valid JSON** with a `pack` field: extract `{pack_name}` and proceed to Step 2.2 (Path A)
- **If file does not exist, is empty, or has invalid JSON**: proceed to Step 2.3 (Path B — no active pack)
### Step 2.2: Active Pack Detected (Path A)
1. Read `stacks/{pack_name}/STACK.md` (first 20 lines)
2. Extract the `**Stack**:` line value as `{stack_description}`
3. Display:
```
Active pack detected: {pack_name} ({stack_description})
```
4. Use AskUserQuestion:
```
Question: "Use this pack for guide generation?"
Options:
- Yes: "Use {pack_name}"
- Change: "Select a different pack or describe a custom stack"
```
- If "Yes": store `{selected_pack} = {pack_name}`, proceed to Stage 3
- If "Change": proceed to Step 2.3 (Path B)
### Step 2.3: No Active Pack — Enumerate Available Packs (Path B)
1. Glob `stacks/*/STACK.md`. If none found: skip to Path C (custom stack)
2. For each STACK.md, read first 20 lines and extract pack name (directory name), `**Stack**:` value, `**Use Case**:` value
3. Display numbered list: `{N}. {pack_name} — {stack_value}` with `Use case: {use_case}` on next line
4. AskUserQuestion: "Select a stack pack for guide generation" with options: one per discovered pack + "Help me choose" (→ Step 2.4 Path D) + "Custom stack" (→ Step 2.5 Path C)
5. If pack selected: store `{selected_pack}`, proceed to Stage 3
### Step 2.4: Guided Selection Questions (Path D)
Ask 4 questions via AskUserQuestion to recommend the best-fit pack from those discovered in Step 2.3:
1. "What type of project?" → Options: Web app | Mobile app | CLI tool | API service | Knowledge system → store `{project_type}`
2. "Where will this be deployed?" → Options: Local development | Cloud (AWS/GCP/Azure) | Serverless | App Store → store `{deployment_target}`
3. "Primary programming language?" → Options: Python | TypeScript | Swift | Rust | Other → store `{primary_language}`
4. "Database preference?" → Options: SQL (PostgreSQL, SQLite) | NoSQL (MongoDB, DynamoDB) | Managed (Supabase, Firebase) | None → store `{db_preference}`
**Recommendation**: Match answers against pack metadata (`**Stack**:` for language, `**Deployment**:` for target, `**Use Case**:` for project type). Display:
```
Recommended: {best_fit_pack} ({stack_description})
Rationale: {1-2 sentences}
Alternatives: {alt_pack_1} — {reason}, {alt_pack_2} — {reason}
```
AskUserQuestion: "Use the recommended pack?" with options: "Yes" (use recommendation) | each alternative pack | "Custom stack" (→ Step 2.5 Path C). Store `{selected_pack}`, proceed to Stage 3.
### Step 2.5: Custom Stack Capture (Path C)
When the developer selects "Custom stack" from Path B or Path D, capture their technology stack.
Use AskUserQuestion:
```
Question: "Describe your technology stack (languages, frameworks, database, deployment target)"
```
Store the response as `{custom_stack_description}`. Set `{selected_pack}` to empty (no pack selected). Proceed to Stage 3.
---
## Stage 3: Guide Generation
Generate the consumer guide document. This stage is autonomous — no user interaction except conflict detection.
### Step 3.1: Load Pack Conventions
**If `{selected_pack}` is set** (pack-based generation):
1. Read `stacks/{selected_pack}/STACK.md` in full
2. Extract these fields from the file:
- `**Stack**:` → `{stack_tech}` (e.g., "Python 3.12, FastAPI, React 18, SQLite")
- `**Use Case**:` → `{use_case}`
- `**Target**:` → `{pack_target}`
- `**Deployment**:` → `{deployment}`
- `## Architecture Pattern` section → `{architecture_notes}` (key conventions)
3. Store all extracted fields for use in guide content
**If no pack selected** (custom stack path):
Use the `{custom_stack_description}` captured in Stage 2 Path C as the stack context. Set `{stack_tech}` to the developer's described technologies.
### Step 3.2: Derive Project Name
From `{idea_description}`, derive a short project name:
1. Extract the core noun phrase (e.g., "a task management API" → "Task Manager API")
2. Convert to SCREAMING_SNAKE_CASE for the filename: `TASK_MANAGER_API`
3. Store as `{project_name}` (display) and `{file_name}` (SCREAMING_SNAKE_CASE)
4. Output path: `docs/guides/CONSUMER_GUIDE_{file_name}.md`
### Step 3.3: Generate Guide Content
Using the Guide Template (below), generate the full consumer guide. The content must:
1. **Header**: Use `{idea_description}`, `{target_user}`, and `{capabilities}` from Stage 1
2. **Setup phases**: Use `{selected_pack}` conventions if pack-based, or generic instructions if custom stack
3. **Requirements**: Derive functional requirements from `{capabilities}`
4. **Feature summary table**: List all seed features with IDs, groups, story counts, and dependency annotations
5. **Seed feature blocks**: Generate 6-10 features following the Ordering Principles (below), each with goal, stories, interface contracts, and DoD
6. **Execution guide**: Standard AOD lifecycle instructions
7. **Quick Start Commands**: Pre-formatted `/aod.discover --seed read #### F-NNN: {name} in {guide_path}` commands for every feature, enabling one-command-per-feature GitHub Issue creation
8. **Completion tracker**: Checkbox table for all features
**Custom stack generation**: When `{selected_pack}` is empty (custom stack), use `{custom_stack_description}` for all stack-dependent content. Seed features must be technology-appropriate — e.g., a Django + HTMX project should reference Django views, HTMX partials, and Django ORM patterns, not generic REST boilerplate. Infer architecture patterns from the described technologies.
### Step 3.4: Conflict Detection (FR-012)
Before writing, check for an existing guide at the target path.
1. Glob `docs/guides/CONSUMER_GUIDE_*.md`
2. If a file matching `docs/guides/CONSUMER_GUIDE_{file_name}.md` exists, display:
```
Existing guide found: docs/guides/CONSUMER_GUIDE_{file_name}.md
```
3. Use AskUserQuestion:
```
Question: "A consumer guide already exists at this path. What would you like to do?"
Options:
- Overwrite: "Replace the existing guide"
- Rename: "Save as a date-suffixed alternative (CONSUMER_GUIDE_{file_name}_{YYYY-MM-DD}.md)"
- Cancel: "Cancel guide generation"
```
- If "Overwrite": proceed to Step 3.5 with the original path `docs/guides/CONSUMER_GUIDE_{file_name}.md`
- If "Rename": update output path to `docs/guides/CONSUMER_GUIDE_{file_name}_{YYYY-MM-DD}.md` (using today's date), proceed to Step 3.5
- If "Cancel": display "Kickstart cancelled. No files were written." and stop execution
4. If no matching file exists: proceed to Step 3.5 with the original path
### Step 3.5: Write Guide File
1. Use the Write tool to create the guide at the determined output path
2. Display completion summary:
```
Guide written to docs/guides/CONSUMER_GUIDE_{file_name}.md
- {feature_count} seed features across {group_count} groups
- {line_count} lines
- Quick Start Commands included for one-command seeding
- Ready for /aod.discover intake
Next steps:
Use the Quick Start Commands section to seed all features into GitHub Issues.
Copy-paste each command into Claude Code — one per feature, in dependency order.
Then run the AOD lifecycle for each: /aod.define → /aod.deliver
```
---
## Guide Template
At the start of Step 3.3, use the Read tool to load `KICKSTART_TEMPLATE.md` (co-located with this SKILL.md in `.claude/skills/~aod-kickstart/`). This template defines the exact structure, section ordering, and formatting for all generated consumer guides — including setup phases, feature blocks, and tail sections. Follow it section by section, replacing all `{placeholders}` with actual content derived from Stages 1-2.
Derive `{project_slug}` from `{project_name}` (lowercase, kebab-case). Use `{github_org}` from Step 1.4.
---
## Ordering Principles
Order seed features according to these tiers (FR-009). Every generated guide must follow this sequence.
| Tier | Position | Examples |
|------|----------|----------|
| Foundation | First | Project skeleton, health check, data models, config, environment setup |
| Core Value | Second | Primary CRUD/workflow, business logic, core API endpoints or CLI commands |
| User-Facing | Third | Dashboard/UI views, interactions, forms, notifications, auth |
| Polish | Last | Error handling, external integrations, performance, monitoring |
### Ordering Rules
1. Each feature must be **independently demonstrable** — a developer can verify it works after completion
2. Each feature **only depends on earlier features** — never on a later feature in the sequence
3. **No circular dependencies** — validate the dependency graph is a DAG before writing
4. **Group related features** — use Group headings (Foundation, Core, User-Facing, Polish)
5. **Dependency chain in summary table** — `Depends On` column must reflect the actual dependency graph
---
## Edge Cases
- **No `stacks/` directory**: Skip pack recommendation entirely. Proceed directly to custom stack path (Path C)
- **Empty `stacks/` directory** (no STACK.md files found): Same as above — proceed to custom stack path
- **Invalid `.aod/stack-active.json`** (malformed JSON or missing `pack` field): Treat as no active pack — proceed to Path B
- **Pack in `stack-active.json` not found on disk**: Display warning "Pack '{pack_name}' is configured but not found in stacks/. Proceeding without pack." then proceed to Path B
- **Vague idea after 2 clarification rounds**: Accept the response as-is. Display note: "Idea description is brief. The generated guide may need refinement." Generate best-effort guide
- **User aborts at any stage**: Exit gracefully. Do not write any files. Display "Kickstart cancelled. No files were written."
- **Generated feature count outside 6-10 range**: Adjust by merging small features (if > 10) or expanding scope (if < 6) to stay within the required range
- **Dependency cycle detected**: Reorder features to eliminate the cycle before writing the guide. Foundation features must have no upstream dependencies
---
## Constraints
- **Read-only enforcement (FR-016)**: This skill MUST NOT modify any files outside of `docs/guides/`. The following directories are read-only: `.aod/`, `.claude/`, `stacks/`. Only the Write tool targeting `docs/guides/CONSUMER_GUIDE_*.md` is permitted
- **No pack state modification (FR-017)**: This skill MUST NOT activate, deactivate, or modify stack pack state. Stack activation is handled separately via `/aod.stack use`. Never write to `.aod/stack-active.json`
- **Feature count (FR-010)**: Generate exactly 6-10 seed features. Fewer than 6 does not demonstrate enough scope; more than 10 overwhelms a POC
- **Guide line budget (SC-007)**: Generated guides must be 200-600 lines. Enough detail to be actionable, not so much that it overwhelms
- **Discover compatibility (FR-013, SC-004)**: Each seed feature block (from `#### F-NNN:` to `---`) must be directly copy-pasteable into `/aod.discover` as the idea description. The block must contain goal, stories with acceptance criteria, interface contracts, and DoD in the exact format shown in `KICKSTART_TEMPLATE.md`
- **Skill file budget (SC-008)**: This SKILL.md file must remain under 500 lines
- **No GitHub Issues (NFR-5)**: This skill is idempotent — it only produces a guide document. It does not create GitHub Issues, modify backlog state, or trigger any side effects beyond writing the guide fileRelated Skills
~aod-status
On-demand backlog snapshot and lifecycle stage summary. Regenerates BACKLOG.md from GitHub Issues and displays item counts per stage. Use this skill when you need to check backlog status, view stage counts, regenerate BACKLOG.md, or get a lifecycle overview.
~aod-spec
Validates specification completeness and quality by checking for mandatory sections, [NEEDS CLARIFICATION] markers, testable criteria, and clear scope boundaries. Use this skill when you need to check if spec is complete, validate specifications, review spec.md, or check specification quality. Ensures specifications are ready for architecture and implementation phases.
~aod-score
Re-score an existing idea's ICE rating when circumstances change. Use this skill when you need to re-evaluate ideas, update ICE scores, change idea priority, or re-assess deferred ideas.
~aod-run
Full lifecycle orchestrator that chains all 6 AOD stages (Discover, Define, Plan, Build, Deliver, Document) with disk-persisted state for session resilience and governance gates at every boundary. Use this skill when you need to run the full lifecycle, orchestrate stages, resume orchestration, or check orchestration status.
~aod-project-plan
Validates architecture documentation completeness by checking for technology stack, API specifications, database schema, security architecture, and alignment with feature specification. Use this skill when you need to check if plan.md is complete before implementation, validate architecture documentation, or review technical plans for completeness.
~aod-plan
Plan stage orchestrator that runs all three Plan sub-steps (spec → project-plan → tasks) in sequence with governance gates. Stops on rejection, continues through approvals. Use this skill when you need to run the full Plan stage, navigate planning sub-steps, or resume after a rejection.
~aod-discover
Unified discovery skill with 4 entry points: /aod.discover (full flow: capture + score + validate), /aod.discover --seed (fast-track pre-vetted ideas with auto defaults), /aod.idea (capture + score only), /aod.validate (PM validation for existing idea). Use this skill when you need to capture ideas, run discovery, validate ideas with PM, generate user stories, log feature requests, or add items to the ideas backlog.
~aod-deliver
Structured delivery retrospective for the AOD Lifecycle's Deliver stage. Validates Definition of Done, captures delivery metrics (estimated vs. actual duration), logs surprises, feeds new ideas back into discovery via GitHub Issues, and creates Institutional Knowledge entries. Use this skill when you need to close a feature, run a delivery retrospective, capture lessons learned, or complete the AOD lifecycle.
~aod-define
Internal skill invoked by /aod.define to generate industry-standard PRD content using proven frameworks from Google, Amazon, and Intercom. Do NOT invoke directly — use /aod.define instead, which wraps this skill with Triad governance and sign-offs.
~aod-build
Generate standardized checkpoint reports for multi-phase implementation projects. Use this skill when pausing implementation at strategic milestones (phase completion, user story completion, critical features) to create comprehensive progress reports with task breakdowns, metrics, knowledge base entries, and resume instructions.
~aod-bugfix
One-shot governed bug fix loop: diagnose → plan → implement → verify → document. TRIGGER when: user reports a bug, pastes an error message/stack trace/failing test, or asks to fix a bug. Runs 5 Whys root cause analysis, presents confirmation gate before any code changes, implements fix, verifies with tests, and generates KB entry for review.
~aod-blueprint
Unified project setup and story generation skill that auto-detects new vs existing projects. Three modes: first-run (creates repo, registers project, activates), subsequent-run (skips setup, adds new stories with deduplication), and demo (loads pre-built Hello World stories). Generates ICE-scored, dependency-ordered stories as GitHub Issues and outputs a consumer guide. Use when a developer invokes /aod.blueprint to bootstrap or extend a project.