What makes Launch Feedback Synthesizer notable?

1.1K downloads. Trust evidence available

How should Launch Feedback Synthesizer be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

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"; produ... Skill: Launch Feedback Synthesizer Owner: aaron-he-zhu Summary: 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"; produ... Tags: latest:19.0.0 Version history: v19.0.0 | 2026-07-24T14:42:30.344Z | auto Version 19.0.0 - Updated SKILL.md: version bumped to 19.0.0 and metadata revised accordingly. - Added distribution-m

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.1k

Updated

Oct 11, 2026

Version

19.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1.1K downloadsadoption · observed Oct 11, 2026
Latest release: 19.0.0release · observed Jul 24, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17e1tg8pjra8dn1dvtq21sahx83hrxj:launch-feedback-synthesizer

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-aaron-he-zhu-launch-feedback-synthesizer/snapshot"

Documentation

CLAWHUB

77,528 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: launch-feedback-synthesizer
slug: aaron-launch-feedback-synthesizer
displayName: "Launch Feedback Synthesizer · 发布反馈综合"
summary: "反馈分诊/状态环/社证收割/you-asked-we-shipped"
description: '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'
version: "19.0.0"
license: Apache-2.0
compatibility: "Claude Code and compatible agent-skill hosts"
homepage: "https://github.com/aaron-he-zhu/aaron-marketing-skills"
when_to_use: "Use when triaging the feedback a launch generates: clustering channel comments, store reviews, feedback-board posts, and support tickets into themes with frequency and severity; running an open→planned→started→completed/declined status loop with subscriber notifications; turning completed requests into you-asked-we-shipped announcement material; or speccing a compliant review/testimonial harvest. The feedback lever of RAMP Proof — not UGC amplification, not outreach execution, not roadmap decisions."
argument-hint: "<launch slug / feedback exports> [channels] [review platforms]"
metadata: {"author": "aaron-he-zhu", "version": "19.0.0", "discipline": "launch", "phase": "prove", "geo-relevance": "low", "hermes": {"tags": ["marketing", "launch", "prove"], "category": "launch"}, "openclaw": {"emoji": "🚀", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
---

# Launch Feedback Synthesizer

Triages the feedback a launch generates — channel comments, store reviews, feedback-board posts, support tickets — into themes, runs each theme through a visible status loop, and turns shipped changes and happy users into compliant social proof. This is the feedback lever of the RAMP **Prove** phase: it feeds the `P` feedback-loop sub-item (themes, status transitions, requester notification) and the `P` social-proof-pipeline sub-item (no incentivized store reviews) of the [RAMP benchmark](../../../references/ramp-benchmark.md). It works one lever and hands off — [launch-readiness-auditor](../../mobilize/launch-readiness-auditor/SKILL.md) rolls the `P` dimension into the RAMP profile result; this skill never computes it.

**Scope guard**: this skill triages feedback and specs the proof-harvest protocol only. It does **not** repurpose or amplify the harvested proof (that is [content-amplifier](../../../influencer/activate/content-amplifier/SKILL.md)), execute the testimonial outreach threads (that is [outreach-manager](../../../influencer/activate/outreach-manage

_meta.json

{
  "ownerId": "kn73qjxwmbna25qq8q051epqt980sys5",
  "slug": "launch-feedback-synthesizer",
  "version": "19.0.0",
  "publishedAt": 1784904150344
}

skill-card.md

## Description:

Launch Feedback Synthesizer helps agents triage launch feedback into themes, define a visible feedback status loop, draft you-asked-we-shipped materials, and design a compliant social-proof harvest protocol.

This skill is ready for commercial/non-commercial use.

## Publisher:

[aaron-he-zhu](https://clawhub.ai/user/aaron-he-zhu)

### License/Terms of Use:

MIT-0

## Use Case:

Marketing, launch, product, and support teams use this skill to cluster launch-window comments, reviews, board posts, and support tickets into actionable feedback themes. It also helps specify status transitions, notification rules, shipped-change announcements, and compliant review or testimonial collection.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Launch feedback exports can contain confidential customer, support, or product information.

Mitigation: Use the skill only in workspaces and memory stores approved for that data, and avoid providing confidential support data when that approval is absent.

Risk: Feedback text can contain untrusted instructions or unsupported product and comparative claims.

Mitigation: Treat feedback as data to cluster, label unverified claims as needing sources, and route durable records through proposal and review steps before saving.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/aaron-he-zhu/skills/launch-feedback-synthesizer)
- [Project homepage](https://github.com/aaron-he-zhu/aaron-marketing-skills)

## Skill Output:

**Output Type(s):** [Text, Markdown, Guidance, Configuration]

**Output Format:** [Markdown guidance with structured sections, matrices, summaries, and optional memory-save proposals]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Produces a theme digest, status-loop specification, shipped-change announcement material, social-proof harvest protocol, loop metrics, and handoff summary.]

## Skill Version(s):

19.0.0 (source: server release metadata and SKILL.md frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

distribution-manifest.json

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    "inline-delivery",
    "canonical-state-read"
  ],
  "capability_ceiling": "lite",
  "catalog_sha256": "6f0256cf52710f2916ecebaea0f3110c9313099ec4a69a11cac72ba9b2f3b940",
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      "path": "SKILL.md",
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    }
  ],
  "files_sha256": "78112a6eab7877a0c181b56cd68ac85d5076ef52d4971ad93595047bfc6969de",
  "hash_algorithm": "sha256",
  "kind": "standalone-skill",
  "manifest_excludes": [
    "distribution-manifest.json"
  ],
  "manifest_path": "distribution-manifest.json",
  "package_ceiling": {
    "max_bytes": 1000000,
    "max_files": 64
  },
  "profile": "lite",
  "profile_definition_sha256": "4598e1f7bba667ef928ea2a60a6252ad9348086e9eecab29437db442df2a568e",
  "schema_version": "1.1",
  "source": {
    "commit": "f552620c278afddcb25d09637a0cfcc1ce48faf4",
    "repository": "aaron-he-zhu/aaron-marketing-skills"
  }
}

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