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Stages and writes a Conventional Commits message from the actual diff, then opens a pull request with a structured description (summary, changes, test plan) using the gh CLI. Use when changes are ready to commit and/or turn into a PR.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/Sir-chawakorn/sanook-cli --skill git-commit-pr命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Gets machine-parseable JSON out of an LLM reliably — prefer provider-enforced grammar (OpenAI `response_format:{type:"json_schema",strict:true}`, Anthropic tool-calling / `tool_choice:{type:"tool"}`, Gemini `responseSchema`) over a "respond in JSON" prompt, define the contract once as a Pydantic/Zod model and validate every response (never trust the string), use constrained decoding / grammars for open weights (Outlines, llguidance, llama.cpp GBNF, vLLM `guided_json`), keep schemas SHALLOW with required fields + enums + `additionalProperties:false`, and build a repair-and-retry loop that handles refusals, `length`/`max_tokens` truncation, and streaming partial JSON (`partial-json-parser`). Schema-guided generation eliminates parse-error retries; validate-and-repair is the backstop, not the primary mechanism.
Builds production data grids that stay fast and accessible at 10k–1M+ rows — decide server-side vs client-side sort/filter/paginate by the dataset-fits-in-memory test (client only under ~10k rows, otherwise push to the API and treat the table as a controlled view of server state), ROW-VIRTUALIZE with TanStack Virtual or react-window so only the visible window mounts (fixed estimateSize, overscan 5–10, measureElement for dynamic rows, contain:strict, and a real scroll container — never table-layout:auto over thousands of rows), build the headless logic with TanStack Table v8 (or AG Grid when you need pinning/grouping/enterprise out of the box), add column resize/reorder/pin, inline edit with optimistic update + rollback on error, row selection with a stable rowId, full keyboard nav with roving tabindex over an ARIA grid (role=grid/row/gridcell, aria-sort, aria-rowcount/aria-rowindex so virtualization stays announced), position:sticky headers, streaming CSV export that doesn't block the main thread, and explici
Builds semantic/vector search — pick an embedding model + dimensionality (and whether to truncate Matryoshka dims) and the matching distance metric (cosine/dot/L2, normalize to unit length so cosine == dot and IP is correct), an ANN index with the recall/latency/memory tradeoff understood (HNSW M/efConstruction/efSearch for low-latency RAM-resident; IVF-PQ nlist/nprobe/PQ for billion-scale compressed; flat/exact for <100k) in pgvector/Qdrant/Milvus/FAISS/Pinecone, chunking + overlap + per-chunk metadata for filtering, HYBRID retrieval fusing BM25 + dense by Reciprocal Rank Fusion (RRF, k≈60) not score addition, a cross-encoder/Cohere reranker over the top-50→k, correct pre-filter-vs-ANN interaction (filterable HNSW, not post-filter that starves k), and offline eval with recall@k / nDCG@10 / MRR against a labeled qrels set. Quantize (scalar/PQ) only after measuring recall loss; tune efSearch/nprobe to a recall target, not a guess.
基于 SOC 职业分类
正在显示 SKILL.md
| name | git-commit-pr |
| description | Stages and writes a Conventional Commits message from the actual diff, then opens a pull request with a structured description (summary, changes, test plan) using the gh CLI. Use when changes are ready to commit and/or turn into a PR. |
| when_to_use | Use when changes are ready to commit and/or turn into a pull request — i.e. work is finished and needs committing, a PR must be opened, or the user explicitly says commit / push / open a PR. |
git status and git diff (staged + unstaged) and git log --oneline -5. Never write a commit message from memory or from the task description — describe what the diff actually changed.sk-, ghp_, glpat-, AKIA, Bearer , password, api_key, .env contents). If found, stop and flag it — do not commit.git add <specific paths> per unit. One commit = one coherent change. Do not lump everything into one blob.type(scope): summary where type ∈ feat|fix|refactor|chore|docs|test|perf|build|ci. Keep the subject ≤ ~72 chars, imperative mood. In the body, explain why the change was made (the problem/intent), not just a restatement of the file list.Co-Authored-By: Name <email>). Skip if none is configured.git branch --show-current. If it's main/master, create a topic branch (git switch -c <type>/<short-desc>) before committing — never commit directly to the default branch.git commit -m "$(cat <<'EOF'
fix(parser): handle empty input without panicking
Empty stdin previously hit an unchecked index. Guard the read
and return an empty result instead.
EOF
)"
git push -u origin <branch>.gh:
gh pr create --title "<type(scope): summary>" --body "$(cat <<'EOF'
## Summary
One or two sentences on what this PR does and why.
## Changes
- bullet per meaningful change
- grouped by area if large
## Test plan
- [ ] command(s) run to verify, with expected result
- [ ] manual checks performed
EOF
)"
gh pr create prints.-i (e.g. git rebase -i, git add -i) and editor-launching commands hang in a non-interactive environment. Always pass the message via -m/--body (heredoc), never let an editor open.gh not authenticated. If gh pr create errors with auth, run gh auth status to confirm. Don't fall back to printing a manual PR link unless asked.git push -u origin <branch>, or gh pr create can't find the head branch.main/master, move the commit to a new branch (git switch -c <branch>) and reset the default branch back (git reset --hard origin/main) — but reset is destructive, so confirm before running.git status shows nothing staged/changed, there is nothing to commit — report that instead of creating an empty commit.--no-verify.git log -1 --stat shows your commit with a Conventional Commits subgraph and the expected files.git status is clean (or shows only intentionally-unstaged paths).git show HEAD.gh pr view --json url,title,body returns the PR with the title, and a body containing ## Summary, ## Changes, and ## Test plan.