Co-Researcher Evals
A live evaluation dashboard for Co-Researcher — an academic research plugin. JavaScript is required to view the interactive dashboard.
What is Co-Researcher?
Co-Researcher is an academic research plugin for Claude Code, Gemini CLI, OpenAI Codex, and OpenCode. Its research skills are governed by Systemic Honesty principles — no fabricated citations, no hallucinated data.
Research Skills
- Critical Analysis — logic checking, fallacy detection, bias identification
- Literature Review — systematic search, citation chaining, gap analysis, and an evidence-integrity check before delivery
- Hypothesis Testing — variable mapping, falsification criteria, experimental design
- Quantitative Analysis — statistical power, effect size interpretation, method selection
- Qualitative Research — thematic analysis, coding strategy, saturation assessment
- Peer Review — manuscript critique and methodological evaluation
- Ethics Review — IRB compliance and privacy risk assessment
- Research Synthesis — narrative synthesis with uncertainty quantification
- Systematic Review — PRISMA-standard protocol and Risk of Bias assessment
- Grant Writing — funding strategy and proposal development
- Research Methodology — design selection and validation, including mixed-methods designs
- Multi-Source Investigation — investigating complex claims and fact-checking contradictory sources
- Research Manager — task scaffolding and session persistence
- Academic Writing — research prose without the patterns of machine-generated text
What These Evals Measure
32 test cases across 10 capabilities, plus a 16-case evidence-integrity set. Models evaluated include Claude (Anthropic), Codex (OpenAI) and Gemini (Google), compared within each release. Rubrics cover research quality, reasoning quality, output structure, analytical depth, quantitative rigor, qualitative methods, and research design. Results are scored Excellent / Good / Fair / Poor.
Install
- Claude Code:
/plugin marketplace add poemswe/co-researcher, then /plugin install co-researcher
- Gemini CLI:
gemini extension install https://github.com/poemswe/co-researcher
- OpenAI Codex and OpenCode: see the install instructions on the home page
- Source: github.com/poemswe/co-researcher
Part of poemswe.com — AI tools for research and writing.