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BF launch-feedback-synthesizer

Use when the user asks to "triage launch feedback", "cluster reviews, comments, and board posts into themes", or "set up a you asked, we shipped loop"; produces a feedback theme digest (frequency, severity, representative quotes per theme), an open→planned→started→completed/declined status loop with duplicate-merge and notification rules, shipped-change announcement material, and a compliant social-proof harvest protocol (never incentivized store reviews). Not for repurposing or amplifying the harvested proof — use content-amplifier; not for executing testimonial outreach threads — use outreach-manager. 反馈分诊/状态环/社证收割/评测合规

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 3 files body ≈ 2 610 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

produces a feedback theme digest (frequency, severity, representative quotes per theme), an open→planned→started→completed/declined status loop with…

As a process F 45/100 · Will not run — References files that are not bundled: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/activate/content-amplifier/SKILL.md

AnalyzerSales and CRMWriting and documentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
73
Run on models
none yet
Process rating
F
45/100
Will not run
References files that are not bundled: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/activate/content-amplifier/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
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 629 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../../references/ramp-benchmark.md
  • warning missing-ref reference to a missing file: ../../mobilize/launch-readiness-auditor/SKILL.md
  • warning missing-ref reference to a missing file: ../../../influencer/activate/content-amplifier/SKILL.md
  • warning missing-ref reference to a missing file: ../../../influencer/activate/outreach-manager/SKILL.md
  • warning missing-ref reference to a missing file: ../../../protocol/launch-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../../../social/host/engagement-inbox-manager/SKILL.md
  • warning missing-ref reference to a missing file: ../launch-retro-analyzer/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: ../momentum-planner/SKILL.md
  • warning missing-ref reference to a missing file: scripts/connectors/hn.py
  • warning missing-ref reference to a missing file: scripts/connectors/appstore.py
  • warning missing-ref reference to a missing file: scripts/connectors/gdelt.py
  • 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 45/100

Will not run. References files that are not bundled: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/activate/content-amplifier/SKILL.md
  • 0Tools and files. 14 referenced file(s) missing: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/activate/content-amplifier/SKILL.md
  • 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
  • 30Running it twice. 3 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 23 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 2610 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

  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +4Description says when NOT to use the skill
  • +3Description length 629: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 23 items
  • +4Has examples (3 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.

External checks

ClawHub: clean
This skill is a coherent launch-feedback workflow that reads user-provided feedback, summarizes it, and only saves results with user confirmation.
LLM: benign (high) · VirusTotal: · 24 Jul 2026