Drive this repo's build/release scripts end-to-end without touching the network. Use when verifying changes to scripts/download_cli.py, scripts/build_wheel.py, scripts/update_cli_version.py, or scripts/_cli_version_validation.py.
npx skills add https://github.com/anthropics/defending-code-reference-harness --skill verify
The SDK itself is a library (drive it through import claude_agent_sdk), but
the scripts/ directory is a set of CLIs run by the release workflows.
Verify them by running them, not by importing them.
scripts/download_cli.py shells out to curl https://claude.ai/install.sh | bash
(and the PowerShell equivalent). Running it for real **overwrites the claude
binary on the developer's machine**. Do not run bash install.sh, and do not
invoke download_cli.py with latest/stable (or any case variant) against
the real network.
Instead, put stub curl / bash / powershell on a temp PATH and drive the
script under env -i with an isolated HOME (so find_installed_cli() cannot
discover the real binary and copy it into src/claude_agent_sdk/_bundled/).
SB=$(mktemp -d); mkdir -p $SB/stub $SB/home $SB/repo/src/claude_agent_sdk
cp scripts/{download_cli.py,build_wheel.py,update_cli_version.py,_cli_version_validation.py} $SB/repo/scripts/
printf '__cli_version__ = "2.1.208"\n' > $SB/repo/src/claude_agent_sdk/_cli_version.py
cat > $SB/stub/curl <<'EOF'
#!/bin/bash
out=""; prev=""; for a in "$@"; do [ "$prev" = "-o" ] && out="$a"; prev="$a"; done
echo "[stub curl] argv: $*" >> "$MARKER"
[ -n "$out" ] && printf '%b' "${CURL_BODY:-#!/bin/bash\necho hi\n}" > "$out"
exit ${CURL_EXIT:-0}
EOF
cat > $SB/stub/bash <<'EOF'
#!/bin/bash
{ echo "[stub bash] argc=$#"; for a in "$@"; do echo " <$a>"; done; } >> "$MARKER"
EOF
chmod +x $SB/stub/*
cd $SB/repo
env -i HOME=$SB/home PATH=$SB/stub:/usr/bin:/bin MARKER=$SB/m \
CLAUDE_CLI_VERSION=2.1.208 .venv/bin/python scripts/download_cli.py
run_command() captures the child's output, so the stubs must log to a
$MARKER file — printing to stderr is swallowed.
update_cli_version.py <version> — the whole validator surface isreachable here: a concrete version writes the file; latest/stable,
v2.1.207, next, 2.1, and a quote-breakout string each exit 1 with a
distinct message and leave the file untouched.
build_wheel.py --skip-sdist — reads the pin, then chains intodownload_cli.py. Rewrite _cli_version.py in the sandbox to a moving tag /
single quotes / garbage / delete it: each must fail *before* any subprocess
is spawned. --cli-version <v> bypasses the pin (intentional escape hatch;
the release workflow does not use it).
download_cli.py — set CURL_BODY to an HTML error page or an emptystring to prove the body check refuses it with no retry; empty the PATH to
prove a missing curl fails fast in one attempt; CURL_EXIT=22 to prove a
genuine transient failure still retries 3×.
platform.system() == "Windows". Drive it with a small runner that
patch.object(m.platform, "system", return_value="Windows") and a stub
powershell that reads the -Command text and honours
$env:CLAUDE_CLI_INSTALL_SCRIPT. This is the one place where forcing the
platform is legitimate.
${CURL_BODY:-default} treats an *empty* body as unset. Use a separate stubthat does : > "$out" to test the empty-body branch.
three-attempt run takes ~10s; budget for it rather than assuming a hang.
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Vendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.
Take anthropics/verify from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.