GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
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Generates git patch files from codebase modifications for local application. Use when user mentions patch, diff, export changes, bring changes back, apply locally, or after editing uploaded codebases.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Generate portable git patch files from codebase modifications, enabling users to apply Claude's edits to their local repositories.
Activate after modifying files in an uploaded codebase when the user needs to transfer changes back to their local environment. Typical workflow: user uploads zip → Claude edits files → this skill exports changes as a patch.
Verify git is available and the working directory is a git repository (or can be initialized as one):
git status 2>/dev/null || git init
If working with an uploaded codebase that lacks git history, initialize and create a baseline commit before making edits:
git init
git add -A
git commit -m "Baseline: original uploaded state"
After completing edits, generate a unified diff:
# For uncommitted changes (working tree modifications)
git diff > /mnt/user-data/outputs/changes.patch
# If changes are staged but not committed
git diff --cached > /mnt/user-data/outputs/changes.patch
# For both staged and unstaged
git diff HEAD > /mnt/user-data/outputs/changes.patch
For committed changes (preserves commit messages and metadata):
# All commits since baseline
git format-patch --stdout baseline..HEAD > /mnt/user-data/outputs/changes.patch
# Or specify number of commits
git format-patch --stdout -n 3 > /mnt/user-data/outputs/changes.patch
Binary files: Git diff excludes binaries by default. Warn the user if binary files were modified:
git diff --name-only --diff-filter=M | xargs file | grep -v "ASCII\|UTF-8\|empty"
Large patches: For extensive changes, consider splitting by directory or file type:
git diff -- "*.py" > /mnt/user-data/outputs/python-changes.patch
git diff -- src/ > /mnt/user-data/outputs/src-changes.patch
No changes detected: Verify files were actually modified. Common issues:
git add first)Always output to /mnt/user-data/outputs/ with a descriptive filename. Provide the download link:
[Download changes.patch](computer:///mnt/user-data/outputs/changes.patch)
Include these instructions with every patch delivery:
To apply this patch locally:
cd /path/to/your/repo
# Preview changes (dry run)
git apply --check changes.patch
# Apply to working tree
git apply changes.patch
If using format-patch output (includes commit metadata):
git am changes.patch
Troubleshooting:
git apply --reject changes.patch — applies what it can, writes .rej files for conflictsgit apply -R changes.patch — reverses a previously applied patchgit apply --3way changes.patch — enables three-way merge for conflictsWhen requested, generate a pull request description from the patch:
# Extract summary of changes
echo "## Summary"
git diff --stat
echo ""
echo "## Changes"
git diff --name-only | while read f; do echo "- \`$f\`"; done
Combine with a brief description of what was changed and why, suitable for GitHub PR body.
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GitHub repository access in containerized environments using REST API and credential detection. Use when git clone fails, or when accessing private repos/writing files via API.
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Decide which model, effort level, and cascade shape each subagent gets, and how to keep improvement loops safe (evaluator-as-selector, stop on regression). Routes on measured cost-per-completed-task rather than per-token price, because a tier's token count varies more by task shape than price varies across tiers. Covers per-model effort semantics, the concision lever, cascade preconditions, context handoff, and watching a subagent fan-out live. Use when choosing a subagent's model or effort, when choosing how to escalate a failed attempt, or when asked which model or effort a task should get. Grounded in a 2026-07 calibration, a 2026-08 coding-cost study, a 2026-09 seeded-bug repair battery, a 2026-10 Haiku 5.5 ladder priced per spawn, and a 2026-10 retry-versus-escalation ladder on 295 SWE-bench Verified tasks; Managed Agents API specifics are operational, not calibrated.
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Securely manages API credentials for multiple providers (Anthropic Claude, Google Gemini, GitHub). Use when skills need to access stored API keys for external service invocations.
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Guidance for asking clarifying questions when user requests are ambiguous, have multiple valid approaches, or require critical decisions. Use when implementation choices exist that could significantly affect outcomes.
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Pre-change blast-radius report for a symbol or file. Walks tree-sitting references, augments with a plain-text scan over non-parsed files (configs, plain docs), and clusters affected sites by feature (`_FEATURES.md`) or top-level package. Use when about to refactor, rename, or delete something in a repo you don't own — "what breaks if I change `validateUser`", "who calls this", "is this safe to remove", "where is this used", "blast radius", "impact analysis". This is the CONVERGENT pre-change risk skill — for "what is this repo?" use exploring-codebases; for "where is X?" use searching-codebases.
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Read Bluesky/ATProto without depending on Bluesky's AppView — interactions on a user's posts, thread replies, any repo's records, network-wide backlinks across every lexicon, an account's handle and PDS history, which collections are active network-wide, and layer-by-layer outage diagnosis. Use when bsky.app or the AppView is down or slow, when a Bluesky read returns timeouts or 5xx, when asked who liked/replied/quoted/reposted something, when pulling live Bluesky context cheaply, when reading records straight from a PDS, when asked who references a record or account anywhere on the network, whether an account has changed handle or migrated servers, or which lexicons and non-Bluesky apps are active on atproto. Complements browsing-bluesky, which routes everything through the AppView and fails when it does.
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