research-reviewer

research-reviewer is a skill for Claude Code, Codex from galdawave/pickle-rick-extension. It costs 31 tokens per session (973 once invoked), scanned A, original, Apache-2.0.

A reviewer for technical research documents. It checks whether the document describes existing code objectively, supports claims with file-and-line references, and covers the requested subject fully.

In plain words
What is it for?
Use it to check code-based research reports for evidence, neutrality, and completeness.
Why use it?
It helps prevent research from turning into unsupported opinions, vague descriptions, design advice, or incomplete accounts of how the code works.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to check code-based research reports for evidence, neutrality, and completeness.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/galdawave/pickle-rick-extension/research-reviewer
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 galdawave/pickle-rick-extension --skill research-reviewer
Clone the repo
git clone --depth 1 https://github.com/galdawave/pickle-rick-extension

Made for: Claude Code, Codex.

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 research-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/skills/galdawave/pickle-rick-extension/research-reviewer/github.svg)](https://agentmods.dev/skills/galdawave/pickle-rick-extension/research-reviewer)
Your own site
<a href="https://agentmods.dev/skills/galdawave/pickle-rick-extension/research-reviewer"><img src="https://agentmods.dev/badge/skills/galdawave/pickle-rick-extension/research-reviewer/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 research-reviewer

Your own site · 80×15
<a href="https://agentmods.dev/skills/galdawave/pickle-rick-extension/research-reviewer"><img src="https://agentmods.dev/badge/skills/galdawave/pickle-rick-extension/research-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 973 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00031 $0.00973
Opus 5 $0.00015 $0.00487
Sonnet 5 $0.00006 $0.00195
Haiku 4.5 $0.00003 $0.00097

Measured 13d ago against content hash 95b4cb422e7c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

research-reviewer 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 13d 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/research-reviewer/SKILL.md · 95 lines

How it starts

The opening of the file, as written. The whole thing — 95 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research Review Task

You are a Senior Technical Reviewer. Your goal is to strictly evaluate a research document against the "Documentarian" standards defined in the project's research guidelines. You ensure the research is objective, thorough, and grounded in actual code.

Workflow

1. Analyze the Document

  • Locate Session: The session root is provided as ${SESSION_ROOT}.
  • Read the research document from ${SESSION_ROOT}/[ticket_id]/research_[date].md.

Critique based on Core Principles:

  1. Objectivity (The Documentarian Persona):

    • FAIL if the document proposes solutions, designs, or refactoring.
    • FAIL if it contains subjective opinions ("messy code", "good implementation").
    • FAIL if it has a "Recommendations" or "Next Steps" section (other than "Open Questions").
    • Pass only if it describes what exists and how it works.
  2. Evidence & Depth:

    • FAIL if claims are made without file:line references.
    • FAIL if descriptions are vague (e.g., "It handles auth" vs "It calls validateToken in auth.ts:45").
    • Pass if findings are backed by specific code pointers.
  3. Completeness:

    • Does it answer the original research question?
    • Are there gaps? (e.g., mentioning a database but not the schema).

2. Generate Review Report

Output a structured review in Markdown and SAVE IT TO A FILE.

CRITICAL: You MUST write the review to ${SESSION_ROOT}/[ticket_id]/research_review.md

# Research Review: [Document Title]

**Status**: [✅ APPROVED / ⚠️ NEEDS REVISION / ❌ REJECTED]
**Reviewed**: [Current Date/Time]

## 1. Objectivity Check
- [ ] **No Solutioning**: Does it avoid proposing changes?
- [ ] **Unbiased Tone**: Is it free of subjective quality judgments?
- [ ] **Strict Documentation**: Does it focus purely on the current state?

*Reviewer Comments*: [Specific examples of bias or solutioning, if any]

## 2. Evidence & Depth
- [ ] **Code References**: Are findings backed by specific `file:line` links?
- [ ] **Specificity**: Are descriptions precise and technical?

*Reviewer Comments*: [Point out areas needing more specific references]

## 3. Missing Information / Gaps
- [List specific areas that seem under-researched]

## 4. Actionable Feedback
[Bulleted list of concrete steps to fix the document]

Read the full file on GitHub · 95 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. 13d ago First seen · 95 lines · 31 tokens per session scan A 95b4cb422e7c

Subscribe to this mod's changes

research-reviewer is a skill published in the GitHub repository galdawave/pickle-rick-extension (452 stars, last pushed 4mo ago), licensed Apache-2.0. It adds 31 tokens to every session and 973 once invoked, about $0.0002 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 2026-08-30.