Goal: turn "looks fine" into repeatable tool evidence, and honestly distinguish pass, fail, unable to verify, and planned.
Start in 30 Seconds
- At the repository root, confirm that
无专用标记文件or the target file exists. - Probe tools:
sqlfluff --version。 - First do a read-only check:
bash -c 'find . -name '"'"'*.sql'"'"' -type f -not -path '"'"'*/node_modules/*'"'"' -print0 | xargs -0 -r sqlfluff lint'。 - Classify the results as: code violations, missing configuration, missing tools, tool internal errors.
- Only perform this for items that can be safely fixed:
sqlfluff fix。 - Re-run lint, and execute the project's existing test/build gates.
You can directly ask:
- "Check this SQL project, do not modify anything first, and give me a classification of lint failures."
- "Only fix SQL formatting issues; list semantic issues first."
- "Verify SQL lint, test, and build evidence before committing."
Capability Boundaries
✅ Good at handling
- Based on
.sqland project markers, identify the SQL workspace. - Execute
sqlfluff lint '{file}'and retain exit codes, scope, and tool versions. - Distinguish formatting, static rule, configuration, dependency, and environment failures.
- Use
sqlfluff fixto handle reversible issues and re-scan. - Report local results and CI/build/test evidence in separate layers.
⚠️ Requires conditions
- The target tool must already be installed and its version compatible with project constraints.
- It must be executed from the correct repository or module root directory.
- If the project has custom configuration, the committed configuration prevails.
- Whether generated code, vendor, and cache directories are scanned must follow repository rules.
❌ Not applicable
- Do not treat formatter passing as compilation, test, or security audit passing.
- Do not silently install tools, upgrade dependencies, or modify team rules.
- Do not use suppress/ignore/raising thresholds to hide real issues.
- Do not claim "the check passed" when tools or configuration are missing.
When to Use
- The user requests checking or fixing SQL code standards.
- AI modified
.sql, and pre-commit verification is needed. - CI has failures related to
sqlfluff lint '{file}'. - Need to determine whether an issue can be auto-fixed or must be handled manually.
When Not to Use
- When the main task is learning language syntax, framework design, or business modeling, use the corresponding language professional skill instead.
- When the main task is dependency vulnerabilities, security audits, or license governance, use a dedicated security skill.
- When the user only asks to explain one error and there is no project context, first provide a local explanation and do not claim the entire repository is green.
Data and Security
This skill does not collect, upload, send, or store user code and credentials. By default, it only reads local repository configuration and runs local tools; it does not install dependencies over the network and does not record tokens, passwords, or private source code. Before any auto-fix, check the diff first; destructive or large-scale changes must be explicitly confirmed by the user.
Execution Contract
| Item | Current Fact |
|---|---|
| Status | stable(Since Codeguard V0.3) |
| File Extension | .sql |
| Project Marker | No dedicated marker file |
| Integration Configuration | Based on the repository's existing configuration |
| Tool Preparation | pip install sqlfluff |
| Probe Command | 使用命令查找与项目配置检查 |
| lint | sqlfluff lint '{file}' |
| format/fix | sqlfluff fix |
| Project-level gate | bash -c 'find . -name '"'"'*.sql'"'"' -type f -not -path '"'"'*/node_modules/*'"'"' -print0 | xargs -0 -r sqlfluff lint' |
Standard Workflow
Step 1: Determine the Real Scope
Confirm the repository root, module roots, generated directories, vendor directories, and user-specified files. For multi-module projects, first list the modules that will be scanned; do not guess based on the current directory.
Step 2: Read the Project Contract
Read the actual commands in the repository's existing configuration and CI. The repository configuration takes precedence over this skill's examples; if the two conflict, report the discrepancy first.
Step 3: Probe Tools and Versions
Run 对应工具 --version. Missing tools, incompatible versions, or configurations that fail to load are all recorded as “unable to verify,” not passed.
Step 4: Run Read-Only Checks
Run bash -c 'find . -name '"'"'*.sql'"'"' -type f -not -path '"'"'*/node_modules/*'"'"' -print0 | xargs -0 -r sqlfluff lint', recording the command, working directory, exit code, tool version, and first actionable error.
Step 5: Failure Classification
| Type | Typical Signal | Handling |
|---|---|---|
| Formatting | Indentation, whitespace, import order | Formatter allowed, then check the diff |
| Static Rules | unused, complexity, naming, dangerous APIs | Minimal semantic fixes; no batch guessing |
| Configuration | parser/config/schema not found | Fix the integration or report prerequisites |
| Environment | command not found, version conflicts | Report installation/version requirements; do not install silently |
| Tool Internal Error | crash, timeout, parser exception | Preserve the original evidence and narrow the reproduction scope |
Step 6: Controlled Fixes
Prioritize running sqlfluff fix. Only handle issues that are certain and reversible; dependency upgrades, rule exemptions, generated files, and business-semantic changes must be explained separately.
Step 7: Verification Loop
Re-run the same lint command, then run the project's existing tests and build. Write “passed” only when the command, scope, and exit code are all clear; otherwise write “not run” or “unable to verify.”
Rules
- Re-verify with the same command: after fixing, you must re-run the original command that triggered the failure.
- Layered Evidence: report lint, format, compile, test, and security separately.
- Minimal Changes: do not refactor along the way, and do not expand a style fix into a business rewrite.
- Configuration Takes Precedence: do not override the project's existing ignore, dialect, target, or version constraints.
- No Fabrication: tools not run, configurations not seen, and platforms not verified must be clearly marked.
Output Template
SQL Codeguard 结果
- 范围:<仓库/模块/文件>
- 工具:<名称与版本>
- 命令:<实际命令>
- 状态:PASS / FAIL / UNVERIFIED / PLANNED
- 发现:<按格式/规则/配置/环境分类>
- 修改:<文件与原因;无修改写 none>
- 复验:<命令、退出码>
- 未验证:<测试/构建/平台差异>
Gotchas
- A missing tool is not a pass — must output
UNVERIFIEDand a clear preparation method. - A formatter is not a linter — All-green formatting cannot override static rules or compilation errors.
- Root directory determines the result — Running in the wrong module may miss checks or load the wrong configuration.
- Placeholders are not literal arguments —
{file}must be replaced with real, authorized paths. - Automatic fixes may expand the diff — After fixing, review the diff first, then run the regression gate.
- Generated and vendor directories require an explicit policy — Do not arbitrarily scan or modify third-party content across the entire repository.
Domain pitfalls and fixes
- Domain pitfalls — SQLFluff must have the correct dialect set; passing results obtained without a specified dialect cannot be used for database compatibility conclusions.
When information is insufficient
Do not just say "please provide more information." First give a safe read-only inspection plan, and list the specific items that still need confirmation:
- Repository/module root directory;
- Target tool and version;
- Project configuration file;
- The authoritative command in CI;
- Whether automatic fixes are allowed.
FAQ
Q1: If the tool is not installed, can it be concluded that the code is fine? No. The status must be UNVERIFIED。
Q2: Can ignore or suppression be added automatically? No. Exemptions may only be granted when the user explicitly accepts them and the reason is documented.
Q3: Why does it still fail after formatting? The formatter only covers formatting; static rules, configuration, compilation, and tests still need to be handled separately.
Q4: Should generated code be scanned? By default, follow the repository configuration; when there are no rules, exclude generated/vendor first, then explain to the user.
Q5: How can too many changes at once be avoided? Fix in batches by failure category and file, and rerun the original command and review the diff for each batch.
Q6: If it passes locally, can you say CI will pass? No. The CI's versions, environment variables, operating system, and command scope must also be aligned.
Load resources on demand
- When encountering exit codes, failure classifications, or exemption decisions, read
references/rules/gate-rules.md。 - When you need to verify this language's registry, toolchain, and project configuration, read
references/tooling/toolchain.md。 - When you need copyable task examples, read by scenario
examples/, there is no need to load all of them at once.