feedback-synthesis

feedback-synthesis is a skill for Claude Code from kelegele/oh-my-pm. It costs 95 tokens per session (2,794 once invoked), scanned A, original, MIT.

A method for combining user feedback from several sources into a concise set of findings. It groups related comments into themes and considers their frequency, seriousness, and sentiment.

In plain words
What is it for?
Use it to collect, deduplicate, categorize, count, prioritize, and summarize feedback from any source. It can support product planning and decisions about which issues to address first.
Why use it?
It turns scattered or repetitive comments into patterns that a team can use for planning and prioritization. This makes it easier to see what users commonly need or dislike.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents; mentions Claude Code.

Part of the oh-my-pm plugin — 12 skills, 4 commands shipped together

Good fit Use it to collect, deduplicate, categorize, count, prioritize, and summarize feedback from any source. It can support product planning and decisions about which issues to address first.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kelegele/oh-my-pm/feedback-synthesis
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add kelegele/oh-my-pm --skill feedback-synthesis
Clone the repo
git clone --depth 1 https://github.com/kelegele/oh-my-pm

Made for: Claude Code.

Or install oh-my-pm, the plugin that ships this one along with the rest of its 12 skills, 4 commands.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for feedback-synthesis

README.md
[![agentmods](https://agentmods.dev/badge/skills/kelegele/oh-my-pm/feedback-synthesis/github.svg)](https://agentmods.dev/skills/kelegele/oh-my-pm/feedback-synthesis)
Your own site
<a href="https://agentmods.dev/skills/kelegele/oh-my-pm/feedback-synthesis"><img src="https://agentmods.dev/badge/skills/kelegele/oh-my-pm/feedback-synthesis/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for feedback-synthesis

Your own site · 80×15
<a href="https://agentmods.dev/skills/kelegele/oh-my-pm/feedback-synthesis"><img src="https://agentmods.dev/badge/skills/kelegele/oh-my-pm/feedback-synthesis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 95 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,794 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00095 $0.02794
Opus 5 $0.00048 $0.01397
Sonnet 5 $0.00019 $0.00559
Haiku 4.5 $0.00010 $0.00279

Measured 11d ago against content hash 766a5c60c6f0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

feedback-synthesis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/feedback-synthesis/SKILL.md · 295 lines

How it starts

The opening of the file, as written. The whole thing — 295 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Feedback Synthesis

Turn user noise into actionable insights.

What This Skill Does

Aggregates feedback from multiple sources, identifies themes and patterns, categorizes by severity and frequency, and synthesizes into actionable insights. Makes sense of scattered user input.

When to Use

Activate this skill when:

  • User needs to analyze feedback from any source
  • Phrases like "analyze feedback", "what are users saying", "synthesize feedback"
  • Reviewing feedback for planning or prioritization
  • Understanding user sentiment and themes
  • User says "what do users think" or "feedback analysis"

How It Works

The synthesis process ensures comprehensive feedback understanding:

  1. Collect feedback - Gather from all sources
  2. Deduplicate - Remove duplicates and merge related
  3. Categorize - Group by theme, type, severity
  4. Quantify - Count frequency, measure sentiment
  5. Prioritize - Rank by impact and urgency
  6. Synthesize - Generate insights and recommendations

Input Parameters

Parameter Type Required Description
sources list No Feedback sources (default: all available)
timeframe string No Period to analyze (default: "last 30 days")
focus string No Specific feature or area to focus on

Feedback Sources

Source Type What It Provides
Support tickets Structured Detailed issues, urgent problems
App reviews Public Overall sentiment, common complaints
User interviews Qualitative Deep insights, nuanced feedback
Surveys Structured Quantifiable satisfaction, NPS
In-app feedback Contextual Real-time, situation-specific
Social media Public Brand perception, common requests
Sales/CS notes Filtered Prospect/customer requests

Output Structure

The skill generates synthesis outputs:

  1. Feedback summary - High-level overview of themes
  2. Categorized items - Feedback grouped by type
  3. Prioritized list - Ranked for action
  4. Sentiment analysis - Overall user sentiment trends

Read the full file on GitHub · 295 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 295 lines · 95 tokens per session scan A 766a5c60c6f0

Subscribe to this mod's changes

feedback-synthesis is a skill published in the GitHub repository kelegele/oh-my-pm (4 stars, last pushed 1mo ago), licensed MIT. It adds 95 tokens to every session and 2,794 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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