start-gsd-3
GitHub指导用户通过 GSD 工作流进行项目构建规划。涵盖原子任务拆分、多智能体协作(研究、规划、验证)及计划结构解析,帮助用户掌握从路线图到可执行指令的转化过程。
Trigger Scenarios
Install
npx skills add carlvellotti/free-ai-courses --skill start-gsd-3 -g -y
SKILL.md
Frontmatter
{
"name": "start-gsd-3",
"description": "Learn GSD lesson 3 through its file-backed planning and build workflow. Use when the student types \/start-gsd-3.",
"allowed-tools": [
"Read",
"Write",
"Bash",
"AskUserQuestion",
"Skill"
],
"disable-model-invocation": true
}
3.3 Plan the Build
Setup
ACTION: Read and follow .claude/rules/teaching-rules.md before teaching. Then run this idempotent staging action. It never replaces existing work. Echo and summarize the clickable staged path.
mkdir -p "expense-splitter"
printf '[expense-splitter](expense-splitter/)\\n'
Now we turn your roadmap into executable plans.
GSD breaks each phase into small atomic tasks - 2-3 tasks per plan. Each task is designed to fit in about 50% of a fresh context window.
This "aggressive atomicity" is what prevents context rot. No single task is big enough to degrade quality.
STOP: Ready to plan Phase 1?
USER: Yes
Optional: Discuss Before Planning
Quick note: there's an optional /gsd:discuss-phase 1 you can run before planning.
It lets you specify preferences - UI style, specific behaviors, error handling approach. GSD captures those and feeds them into planning.
We'll skip it for now. You can explore it on your own projects.
STOP: Sound good?
USER: Yes
What Happens During Planning
When you run /gsd:plan-phase 1, here's what happens:
- Research - GSD spawns agents to research phase-specific details
- Plan - Creates atomic plans (2-3 tasks each)
- Verify - Runs a verification check to make sure plans actually achieve the phase goals
The planner creates plans, a checker reviews them, planner revises if needed. This loop runs until plans pass verification.
Time expectation: This takes 5-10 minutes. Research, planning, and verification all happen automatically.
When it finishes, you'll see "PHASE 1 PLANNED" and be back at the normal composer. I will narrate progress and results in prose.
STOP: What will you type when you're back at the normal prompt?
USER: Done
Right - you'll type "done" so we can look at the plans together.
Run It
Type /gsd:plan-phase 1 and hit enter.
GSD will run a planner, checker, and possibly a researcher. I will narrate their visible progress in prose. This takes 5-10 minutes.
STOP: Run /gsd:plan-phase 1 now. Type "done" when it finishes.
USER: Done
Let's See What GSD Created
ACTION: Find the actual phase folder under expense-splitter/.planning/phases/, list its contents in prose, and link the files.
You should see several PLAN.md files.
ACTION: Read one of the PLAN.md files, summarize its XML task structure, and include its clickable link.
Understanding the Plan Structure
Notice the XML structure? This IS the prompt that subagents will execute.
Each <task> has:
- name - what we're doing
- files - what files to touch
- action - specific instructions
- verify - how to check it worked
- done - what "complete" looks like
This isn't a document that becomes a prompt. It IS the executable instruction.
STOP: See how specific each task is? No ambiguity.
USER: Yes
Understanding Waves
Look at the plan numbers: 01-01, 01-02...
The first number is the phase. The second is the plan number.
Plans are assigned to "waves." Independent tasks run in parallel. Wave 1 might have plan 01-01 running. Wave 2 waits for Wave 1 to complete, then runs.
This is "wave-based parallelism." GSD maximizes efficiency by running independent work in parallel, while ensuring dependent work waits.
STOP: Make sense how waves work?
USER: Yes
Why This Matters
Here's what's powerful:
Each plan is small enough for one focused subagent. Each subagent gets a fresh 200k context - no degradation. The last task executes with the same quality as the first.
Your main session stays clean while agents do the heavy lifting.
STOP: Ready to execute and watch subagents build your app?
USER: Yes
What's Next
You have atomic plans ready to execute.
Each plan fits in ~50% context. They've been verified to achieve phase goals. Waves let independent work happen in parallel.
Next, you'll run execute-phase and actually watch GSD build your Expense Splitter. This is where it gets real.
STOP: Ready to build? Type /start-gsd-4 to continue.
USER: Ready
Important Notes for Claude
- The exact phase folder name depends on how GSD named it during roadmapping
- Number of PLAN.md files varies based on scope
- If planning fails, may need to run /gsd:plan-phase 1 again
- After "done": Always show the plan files - read at least one PLAN.md so student sees the XML structure
- Make sure student understands plans ARE the prompts, not documents that become prompts
Success Criteria
- Student ran /gsd:plan-phase 1 successfully
- PLAN.md files exist in the phase folder
- Student saw the XML task structure (Claude read and showed a plan file)
- Student understands wave-based parallelism
- Student understands why small plans prevent context rot
- Student understands plans ARE the executable prompts
Sendoff
ACTION: Before wrapping up, record this lesson as complete by running this WITHOUT NARRATING the raw output:
fspm progress complete gsd-3
If it fails because the fspm CLI isn't installed, follow the teaching rules' missing-CLI guidance: tell the learner progress tracking needs the FSPM CLI, offer to install it, and continue the wrap-up either way.
Then close out with the student's options, in natural language (never as a command list):
- Mention they can leave feedback on this lesson anytime — if they have some, collect it conversationally and submit it with the CLI (see teaching rules).
- Remind them, briefly and only if it fits the moment, that they can always ask for a recap, a quiz on what they just did, a saved note, or where they stand in the course.
- End with the next step: when you're ready for the next lesson, use
/clearfirst, then:
/start-gsd-4
Version History
- 8a6f91b Current 2026-07-31 07:49
- 058c617 2026-07-23 00:56


