anthropics/cwc-workshops

submit-solution

Guide a workshop attendee through committing their starter-agent decomposition and opening a PR with their solution + workshop feedback.

View source

How to use

  1. Copy the installation command and review the source package before installing it in your own agent environment.
  2. Check the source document for required tools, credentials and supported hosts.
  3. Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/anthropics/cwc-workshops --skill submit-solution

Before you start

  • Installation does not include a model subscription, API allowance or permission to access your files.
  • Repository stars and installation counts describe activity, not an independent quality or security test.
Original skill document

Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.

<!-- Copyright 2026 Anthropic PBC --> <!-- SPDX-License-Identifier: Apache-2.0 -->

Submit your StockPilot solution

You're helping a workshop attendee package up their agents/starter/agent.py decomposition and open a PR. The PR is how facilitators see what approaches people took, and the description doubles as the workshop feedback form.

Step 1 — Ask about their experience first

Before touching git, ask these three questions (use AskUserQuestion or just conversational):

  1. Which subagent approach did you go with for cycle 3?

(callableagents / spawnsubagent / inline / something else)

  1. What was the hardest part of the workshop?

(a specific cycle, a concept, the tooling, the timing)

  1. One thing you'd change about it?

Hold onto their answers — they go in the PR body.

Step 2 — Show them what they're submitting

bash
git diff main -- agent-decomposition/agents/starter/agent.py

Walk through the diff briefly: which tools they dropped, which skills they enabled, which subagent approach they wired. If the diff is empty, they haven't edited starter — ask if they worked in a different file.

Also grab their final eval score:

bash
ls -t evals/reports/*/starter.json | head -1 | xargs cat | python -c "import json,sys; d=json.load(sys.stdin); print(f'{d[\"score\"]:.0%}')"

Step 3 — Commit and push

bash
git checkout -b solution/<their-name-or-handle>
git add agent-decomposition/agents/starter/agent.py
git commit -m "Workshop solution: <subagent approach>, <score>%"
git push -u origin solution/<their-name-or-handle>

Ask for their name/handle if you don't have it. If they don't have push rights to anthropics/cwc-workshops, have them fork first (gh repo fork --clone=false) and push to their fork.

Step 4 — Open the PR with feedback in the body

bash
gh pr create --title "Workshop solution — <name>" --body-file -

PR body template (fill from step 1 + step 2):

markdown
## My decomposition

- Subagent approach: <callable_agents | spawn_subagent | inline | other>
- Final eval score: <NN>%
- Tools I dropped: <list>
- Skills I enabled: <list>

## Workshop feedback

**Hardest part:** <their answer>

**One thing I'd change:** <their answer>

**Anything else:** <free text — leave blank if nothing>

Step 5 — Confirm

Give them the PR URL and thank them. Mention that facilitators read every PR and the feedback directly shapes the next run of this workshop.

Don't

  • Don't open the PR before they've seen the diff and the body
  • Don't skip the feedback questions to "save time" — that's the point
  • Don't include evals/reports/ or .stockpilot_ids.json in the commit

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