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BF social-pulse-monitor

Use when the user asks to "monitor brand mentions", "set up social listening", "did anything spike about us this week", or "watch these accounts for buying triggers"; runs always-on keyless listening — a versioned listening-query architecture (brand variants incl. misspellings and 中文 names, exclusion terms, per-source syntax for HN Algolia / Bluesky / GDELT / Tavily), a mention sweep with six-class triage (crisis / bug / lead / praise / question / spam) each routed with an SLA, a 7-day rolling baseline with spike flags (the crisis trigger input), a B2B trigger watchlist (funding / hiring / launch signals), and an explicit coverage disclosure where X/IG/TikTok/LinkedIn/小红书 numbers are proxy-labeled, never Measured. Not for launch-window telemetry (T-0→T+30 rank and review polling) — use launch-monitor. 舆情监听/品牌提及监测/基线突刺/触发信号

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 3 files body ≈ 2 711 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

runs always-on keyless listening — a versioned listening-query architecture (brand variants incl.

As a process F 55/100 · Will not run — References files that are not bundled: ../../host/crisis-response-planner/SKILL.md, ../../../references/echo-benchmark.md, ../../host/social-quality-auditor/SKILL.md

AnalyzerMarketingtype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
55/100
Will not run
References files that are not bundled: ../../host/crisis-response-planner/SKILL.md, ../../../references/echo-benchmark.md, ../../host/social-quality-auditor/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Result and completion w 14
40
the three weakest of ten parameters · all ten

How to improve

  1. For Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
  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 · 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 description-long-hermes description is 834 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../host/crisis-response-planner/SKILL.md
  • warning missing-ref reference to a missing file: ../../../references/echo-benchmark.md
  • warning missing-ref reference to a missing file: ../../host/social-quality-auditor/SKILL.md
  • warning missing-ref reference to a missing file: ../../host/engagement-inbox-manager/SKILL.md
  • warning missing-ref reference to a missing file: ../share-of-voice-tracker/SKILL.md
  • warning missing-ref reference to a missing file: ../../../launch/prove/launch-monitor/SKILL.md
  • warning missing-ref reference to a missing file: ../../../protocol/channel-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../../../references/skill-contract.md
  • warning missing-ref reference to a missing file: ../../../CONNECTORS.md
  • warning missing-ref reference to a missing file: ../../../SECURITY.md
  • warning missing-ref reference to a missing file: ../../host/social-selling-planner/SKILL.md
  • warning missing-ref reference to a missing file: scripts/connectors/
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"
  • note frontmatter-key unknown frontmatter key "summary"
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 55/100

Will not run. References files that are not bundled: ../../host/crisis-response-planner/SKILL.md, ../../../references/echo-benchmark.md, ../../host/social-quality-auditor/SKILL.md
  • 0Tools and files. 12 referenced file(s) missing: ../../host/crisis-response-planner/SKILL.md, ../../../references/echo-benchmark.md, ../../host/social-quality-auditor/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 40Result and completion. Does not say what the result is
  • 55Failures and branches. 1 branches
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 22 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 2711 tokens
  • 100Running it twice. Mutating operations check current state
  • 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

  • +3Description length 834: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +5Description quotes 4 example trigger phrases
  • +4Description says when NOT to use the skill
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 22 items
  • +4Has examples (3 code blocks)
  • +1License stated

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

External checks

ClawHub: clean
This skill is a disclosed social listening workflow that reads public/user-provided sources, labels coverage limits, and avoids automated posting or direct channel-registry mutation.
LLM: benign (high) · VirusTotal: · 24 Jul 2026