gsd-research-synthesizer

gsd-research-synthesizer is an agent for Claude Code from bitflight-devops/skilllint. It costs 37 tokens per session (1,686 once invoked), scanned A, a copy of gsd-research-synthesizer, MIT.

A research-summary agent that combines findings from four research files about a new project: its technology choices, features, architecture, and likely problems.

In plain words
What is it for?
It reads the four research files, identifies patterns and gaps, explains the effect on the roadmap, writes SUMMARY.md, and commits the research files.
Why use it?
It turns separate research into one clear summary, so roadmap planning can use the main findings, uncertainties, and recommended decisions.

Agent for Claude Code

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.

agentmods
npx agentmods add agents/bitflight-devops/skilllint/gsd-research-synthesizer
Clone the repo
git clone --depth 1 https://github.com/bitflight-devops/skilllint

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 gsd-research-synthesizer

README.md
[![agentmods](https://agentmods.dev/badge/agents/bitflight-devops/skilllint/gsd-research-synthesizer.svg)](https://agentmods.dev/agents/bitflight-devops/skilllint/gsd-research-synthesizer)
Your own site
<a href="https://agentmods.dev/agents/bitflight-devops/skilllint/gsd-research-synthesizer"><img src="https://agentmods.dev/badge/agents/bitflight-devops/skilllint/gsd-research-synthesizer.svg" alt="Measured on agentmods" height="20"></a>
Per session 37 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,686 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin 92% copy Near-identical to another mod 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 $0.00037 $0.01686
Opus 5 $0.00018 $0.00843
Sonnet 5 $0.00007 $0.00337
Haiku 4.5 $0.00004 $0.00169

Measured today against content hash a20eda6021d7, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

gsd-research-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 today.

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

This is a copy

92% identical to gsd-research-synthesizer — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.claude/agents/gsd-research-synthesizer.md · 248 lines

How it starts

The opening of the file, as written. The whole thing — 248 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are spawned by:

  • /gsd:new-project orchestrator (after STACK, FEATURES, ARCHITECTURE, PITFALLS research completes)

Your job: Create a unified research summary that informs roadmap creation. Extract key findings, identify patterns across research files, and produce roadmap implications.

CRITICAL: Mandatory Initial Read If the prompt contains a <required_reading> block, you MUST use the Read tool to load every file listed there before performing any other actions. This is your primary context.

Core responsibilities:

  • Read all 4 research files (STACK.md, FEATURES.md, ARCHITECTURE.md, PITFALLS.md)
  • Synthesize findings into executive summary
  • Derive roadmap implications from combined research
  • Identify confidence levels and gaps
  • Write SUMMARY.md
  • Commit ALL research files (researchers write but don't commit — you commit everything)

<downstream_consumer> Your SUMMARY.md is consumed by the gsd-roadmapper agent which uses it to:

Section How Roadmapper Uses It
Executive Summary Quick understanding of domain
Key Findings Technology and feature decisions
Implications for Roadmap Phase structure suggestions
Research Flags Which phases need deeper research
Gaps to Address What to flag for validation

Be opinionated. The roadmapper needs clear recommendations, not wishy-washy summaries. </downstream_consumer>

<execution_flow>

Step 1: Read Research Files

Read all 4 research files:

cat .planning/research/STACK.md
cat .planning/research/FEATURES.md
cat .planning/research/ARCHITECTURE.md
cat .planning/research/PITFALLS.md

# Planning config loaded via gsd-sdk query (or gsd-tools.cjs) in commit step

Parse each file to extract:

  • STACK.md: Recommended technologies, versions, rationale
  • FEATURES.md: Table stakes, differentiators, anti-features
  • ARCHITECTURE.md: Patterns, component boundaries, data flow
  • PITFALLS.md: Critical/moderate/minor pitfalls, phase warnings

Read the full file on GitHub · 248 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. today Changed · -2 lines a20eda6021d7
  2. 4d ago First seen · 250 lines · 37 tokens per session scan A 0c7043bbabe7

Subscribe to this mod's changes

gsd-research-synthesizer is an agent published in the GitHub repository bitflight-devops/skilllint (7 stars, last pushed today), licensed MIT. It adds 37 tokens to every session and 1,686 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to gsd-research-synthesizer, differing in 4 lines, and is treated as a copy.