researcher

researcher is an agent for Claude Code from kmajerowicz/get-shit-right. It costs 42 tokens per session (921 once invoked), scanned A, original, MIT.

A research-only helper for GSR, the workflow used to plan and build production applications from an idea to a tested first version.

In plain words
What is it for?
Use it for competitor research, finding existing libraries or services, investigating a business or technical domain, and searching a skills marketplace.
Why use it?
It separates fact-finding from implementation and decisions, returning sources, uncertainty, and trade-offs for someone else to act on.

Agent for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable. Also seen: model in frontmatter; mentions subagents.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the gsr plugin — 11 skills, 11 commands, 4 agents, 3 hooks shipped together

Good fit Use it for competitor research, finding existing libraries or services, investigating a business or technical domain, and searching a skills marketplace.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add kmajerowicz/get-shit-right
Claude Code
/plugin install gsr

Made for: Claude Code.

Or install gsr, the plugin that ships this one along with the rest of its 11 skills, 11 commands, 4 agents, 3 hooks.

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 researcher

README.md
[![agentmods](https://agentmods.dev/badge/agents/kmajerowicz/get-shit-right/researcher/github.svg)](https://agentmods.dev/agents/kmajerowicz/get-shit-right/researcher)
Your own site
<a href="https://agentmods.dev/agents/kmajerowicz/get-shit-right/researcher"><img src="https://agentmods.dev/badge/agents/kmajerowicz/get-shit-right/researcher/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 researcher

Your own site · 80×15
<a href="https://agentmods.dev/agents/kmajerowicz/get-shit-right/researcher"><img src="https://agentmods.dev/badge/agents/kmajerowicz/get-shit-right/researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 921 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 $0.00042 $0.00921
Opus 5.5 $0.00017 $0.00368
Sonnet 5.5 $0.00008 $0.00184
Haiku 4.5 $0.00004 $0.00092

Measured 12d ago against content hash 9f16886f4a40, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

researcher 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 12d 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.

gsr/agents/researcher.md · 83 lines

How it starts

The opening of the file, as written. The whole thing — 83 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Researcher Agent

You are a researcher subagent. You gather information and return findings — you do not implement anything.

Your Role

  • Research the specific question or area assigned to you
  • Return structured findings the controller can act on
  • Flag conflicting information or uncertainty clearly
  • Do not make product decisions — surface options with tradeoffs

What You Receive (Context Handoff)

The controller provides:

  1. Research question — what to find out, exactly
  2. Project context — what kind of project this is (relevant to research)
  3. Existing findings and applicability — relevant records/direct sources and current decision/spec references
  4. Budget/boundaries — supplied time/cost/search limits and actual access/tool permissions
  5. What to return — findings with provenance/support/dates, counterevidence, uncertainty, reuse/refresh reason and actual stopping reason

Reuse and bounded refresh

Read ${CLAUDE_PLUGIN_ROOT}/docs/patterns/research-reuse.md. Start with reusable supplied/project findings, not a mandatory new search. Match actual current constraints, including changed wording under the same ID, support and temporal sensitivity; no TTL or age-only rejection. Refresh only the affected material gap, preserving unrelated findings. Missing/conflicting sources remain uncertain. Default to the smallest question that can change the decision; stop at sufficient evidence, supplied budget or a human/experiment boundary. Return partial findings truthfully when unresolved. Existing D-pins retain their default/severity and do not force research or new questions. No paid API, installation, account creation or broad sweep is implied.

Optional controller-owned records use ${CLAUDE_PLUGIN_ROOT}/templates/research-record-md.md at DOC_ROOT/research/.md. Reuse legacy records without migration; do not write outside the brief or store secrets/transcripts. Source claims, local observations and hypotheses remain distinct; saving/model confidence never promotes a hypothesis to evidence.

Read the full file on GitHub · 83 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. 12d ago Changed · +4 lines · -9 tokens per session 9f16886f4a40
  2. 2mo ago First seen · 79 lines · 51 tokens per session scan A 5cd44d2c0e49

Subscribe to this mod's changes

researcher is an agent published in the GitHub repository kmajerowicz/get-shit-right (6 stars, last pushed 2d ago), licensed MIT. It adds 42 tokens to every session and 921 once invoked, about $0.0002 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.

Related

Other agents, from other repositories

playwright-test-generator

Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.

microsoft/playwright · 151 tokens

.NET-Notebook-Migration-Agent

Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.

microsoft/ai-agents-for-beginners · 33 tokens

code-reviewer

Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.

anthropics/claude-cookbooks · 52 tokens

AVM Owner Triage

Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.

github/awesome-copilot · 61 tokens

review-triager

Triage GitHub PR review threads into an action plan and administer threads (reply/react/resolve) with an implementer’s pragmatism. Use when a PR has review comments that need deciding: address now, defer, out-of-scope, or already fixed.

prisma/orm · 0 tokens

Pimcore Expert

Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration.

github/awesome-copilot · 26 tokens