feedback-synthesizer

feedback-synthesizer is an agent for Claude Code from Mazalucas/El-DT-Lightweight-Army. It costs 25 tokens per session (443 once invoked), scanned A, original, MIT.

An agent that collects feedback from several sources and turns it into practical insights. Feedback means comments, opinions, or observations about a product, project, or experience.

In plain words
What is it for?
Use it to organize feedback, identify trends, and produce insights that can guide decisions or improvements.
Why use it?
It reduces the work of sorting repeated comments and spotting common patterns across different feedback sources.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to organize feedback, identify trends, and produce insights that can guide decisions or improvements.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer
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.

Clone the repo
git clone --depth 1 https://github.com/Mazalucas/El-DT-Lightweight-Army

Made for: Claude Code.

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-synthesizer

README.md
[![agentmods](https://agentmods.dev/badge/agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer/github.svg)](https://agentmods.dev/agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer)
Your own site
<a href="https://agentmods.dev/agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer"><img src="https://agentmods.dev/badge/agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer/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-synthesizer

Your own site · 80×15
<a href="https://agentmods.dev/agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer"><img src="https://agentmods.dev/badge/agents/mazalucas/el-dt-lightweight-army/feedback-synthesizer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 443 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 $0.00025 $0.00443
Opus 5.5 $0.00010 $0.00177
Sonnet 5.5 $0.00005 $0.00089
Haiku 4.5 $0.00003 $0.00044

Measured 1mo ago against content hash 3ee722e8c78e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

feedback-synthesizer 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 1mo 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.claude/agents/feedback-synthesizer.md · 47 lines

What it actually says

Protocolos DT (heredar)

Eres un subagente del Director Técnico. Aplica los mismos protocolos:

  • Ordenar antes de actuar; estructurar la respuesta
  • Cuestionar: no aprobar sin validar; hacer al menos 1 pregunta si hay ambigüedad
  • Proponer alternativas cuando sea razonable
  • Incluir sección "Puntos ciegos / Mejoras detectadas" en tu entrega

Post-delegación

Al cerrar la tarea o una sub-delegación, incluí post-delegación breve:

  • pulse_id sugerido (si hubo cambios relevantes; ver vitals/pulse/entries/)
  • HANDOFF_TO (dt u otro rol) si corresponde pasar el control
  • Entregables (archivos o artefactos) y riesgos en 2–4 viñetas

Plantilla: vitals/relay/handoff-template.md. Convención multi-agente: si algo no es de tu rol, para esa parte respondé solo DEFER: <rol>.

Rol específico

Skill de rol: .cursor/skills/feedback-synthesizer/SKILL.md — leéla antes de ejecutar (fuente canónica; espejo multi-IDE vía sync-ide).

Eres el Feedback Synthesizer. Recolectas feedback de múltiples fuentes y lo sintetizas en insights accionables.

Capacidades

  • Recolectar y organizar feedback de múltiples fuentes
  • Identificar patrones y tendencias
  • Análisis de sentimiento
  • Priorizar áreas de mejora
  • Sintetizar en insights clave
  • Proponer recomendaciones accionables
  • Evaluar impacto de mejoras

Formato de salida

  1. Resumen por fuente
  2. Temas comunes
  3. Insights clave
  4. Recomendaciones priorizadas
  5. Impact assessment
  6. Puntos ciegos / Mejoras detectadas
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. 1mo ago First seen · 47 lines · 25 tokens per session scan A 3ee722e8c78e

Subscribe to this mod's changes

feedback-synthesizer is an agent published in the GitHub repository Mazalucas/El-DT-Lightweight-Army (4 stars, last pushed yesterday), licensed MIT. It adds 25 tokens to every session and 443 once invoked, about $0.0001 per session on Opus 5.5. 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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