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BF kwdb-troubleshooting

Use when diagnosing KWDB incidents from logs, metrics, or system evidence, especially crashes, OOM, slow SQL, restarts, and cluster-wide availability symptoms.

ClawHub Agent Skills author: KWDB v1.2.1 MIT-0 12 files body ≈ 822 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Read references/key-rules.md first. Read references/intake-gate.md when any critical input is missing or ambiguous.

As a process F 45/100 · Will not run — References files that are not bundled: references/key-rules.md, references/intake-gate.md, references/path-discovery.md

AnalyzerInfrastructureData and analyticstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
72
Run on models
none yet
Process rating
F
45/100
Will not run
References files that are not bundled: references/key-rules.md, references/intake-gate.md, references/path-discovery.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. 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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/key-rules.md
  • warning missing-ref reference to a missing file: references/intake-gate.md
  • warning missing-ref reference to a missing file: references/path-discovery.md
  • warning missing-ref reference to a missing file: references/triage-playbook.md
  • warning missing-ref reference to a missing file: references/evidence-rules.md
  • warning missing-ref reference to a missing file: references/output-modes.md

Process rating: all ten parameters 45/100

Will not run. References files that are not bundled: references/key-rules.md, references/intake-gate.md, references/path-discovery.md
  • 0Tools and files. 6 referenced file(s) missing: references/key-rules.md, references/intake-gate.md, references/path-discovery.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 100Steps. 22 steps
  • 100Failures and branches. 2 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 822 tokens
  • 100Progress reporting. Reports progress
  • 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)
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 159: enough signal without eating the budget
  • +4Structure: 3 headings
  • +3Step-by-step instructions: 22 items
  • +4Reference files are cited in the instructions (1 of 1)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.

External checks

ClawHub: clean
This skill is a coherent KWDB troubleshooting guide, with expected log and SQL handling risks that users should manage through redaction and access control.
LLM: benign (high) · VirusTotal: · 28 Aug 2026