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BF situation_monitor

Triages Discord activity and Kubernetes incidents into ranked situation reports with fixture-first demos, live Discord and Apify intake, Contextual-grounded runbooks, Redis-backed memory, Friendli-powered drafting, and approval-gated outbound actions.

ClawHub Agent Skills author: mohnishb-ai v0.1.2 MIT-0 38 files · 1 script body ≈ 695 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process F 43/100 · Will not run — References files that are not bundled: scripts/mts

ProcedureDiscordKubernetesInfrastructuretype 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
76/100
safety, quality, tests
Safety 60%
94
Quality 40%
50
Run on models
none yet
Process rating
F
43/100
Will not run
References files that are not bundled: scripts/mts
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. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. 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 · 6

✓ No critical or high findings

Medium and low: 6
  • low Secrets in code secret-high-entropy-token package-lock.json:32
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…uYG//jeAb…P7b+504y…hIn+AaTg…PPA==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:53
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…7rD/R4bT…JXt+qr5S…CcU+WB4s…1yw==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:136
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…jEZ+zJdL…2iq+m1BudtXL+dWFdv/qN8f+N8lj…y3Q==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:239
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…gSL+uEq7…qrx+pZfJVmg==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:257
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha512-OvjF+z51L…DJx+guah…N3A==",
    detector
  • low Exfiltration read-dotenv README.md:59
    Reads a .env file
    cp .env.example .env

Files scanned: 35. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: scripts/mts

Process rating: all ten parameters 43/100

Will not run. References files that are not bundled: scripts/mts
  • 0Tools and files. 1 referenced file(s) missing: scripts/mts
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 2 mutating operations with no state check
  • 40Consistency. Frontmatter name (situation_monitor) differs from the folder (situation-monitor)
  • 55Failures and branches. 1 branches
  • 100Steps. 19 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 695 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)
  • +3Output format is not stated: the model decides each time
  • -4Absolute local paths (C:\Users, /home/…): not portable
  • -42 reference files, but SKILL.md never points to them: the model will not open them
  • -31 of 1 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 251: enough signal without eating the budget
  • +4Structure: 4 headings
  • +3Step-by-step instructions: 19 items
  • +4Has examples (7 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 50.

External checks

ClawHub: suspicious
This monitoring skill is mostly a real triage tool, but it bundles live infrastructure access and a demo script that can alter or delete a Kubernetes cluster with weak safeguards.
LLM: suspicious (high) · VirusTotal: · 29 May 2026