BF SQL Buddy / 自然语言 SQL 查询助手
Convert natural language to SQL, explore database schemas, execute queries safely, and get optimization suggestions.
Convert natural language to SQL, explore database schemas, execute queries safely, and get optimization suggestions.
As a process F 28/100 · Will not run — References files that are not bundled: scripts/sql_validator.py
GeneratorPostgreSQLMySQLSoftware developmenttype and topics are labelled automatically from the skill text
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The text references files that are not there: add them or drop the references.
For the model run — optional
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 23. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
name-formatname should be kebab-case (lowercase letters, digits, hyphens) - warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - warning
missing-refreference to a missing file: scripts/sql_validator.py - note
frontmatter-keyunknown frontmatter key "slug" - note
frontmatter-keyunknown frontmatter key "input_schema" - note
frontmatter-keyunknown frontmatter key "output_schema"
Process rating: all ten parameters 28/100
Will not run. References files that are not bundled: scripts/sql_validator.py
- 0Tools and files. 1 referenced file(s) missing: scripts/sql_validator.py
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 1 mutating operations with no state check
- 40Consistency. Frontmatter name (SQL Buddy / 自然语言 SQL 查询助手) differs from the folder (sql-buddy)
- 100Steps. 12 steps
- 100Execution cost. Instruction body is 1202 tokens
- medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Description length 116: 120–800 characters recommended
- +3Output format is not stated: the model decides each time
- -41 reference files, but SKILL.md never points to them: the model will not open them
- +1No license
- +2Single-language instructions
- +4Structure: 14 headings
- +3Step-by-step instructions: 12 items
- +4Has examples (8 code blocks)
- +3All 10 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 54.
External checks
ClawHub: suspicious
This database assistant is not malware, but it needs Review because it overstates safety while handling database credentials, write execution, schema metadata, and row samples in sensitive ways.
LLM: suspicious (high) · VirusTotal: · 16 Jun 2026