research tools agents

chenpg2/kw-engine

Agent

Distills a Layer-1 paper reading into abstract, transferable Layer-2 principle records (first-principles), capturing problem-signature ↔ mechanism ↔ rationale.

chenpg2/kw-engine

Agent

Acquires ONE paper PDF into paper/ .pdf via a robust multi-source open-access fallback chain, validates it is a real PDF, and registers a pending index entry. Use to fetch a paper before kw-reader reads it. Never reads/abstracts the paper.

chenpg2/kw-engine

Agent

Independent quality/integrity reviewer for memory records. Checks SCHEMA invariants, provenance resolution, L1 faithfulness, L2 abstraction. Never produces records — review lane only.

hdu-ailab/EasyResearch

Agent

Experiment agent that implements reproducible baselines and proposed methods, runs controlled local or validated-remote trials, records every run, and promotes formal evidence.

hdu-ailab/EasyResearch

Agent

Research Assistant that classifies paper routes, inspects evidence, dispatches specialists including independent Review, acceptance-reviews artifacts, performs authorized remote experiment preflight, and advances within existing authority without creating specialist artifacts or running experiments.

hdu-ailab/EasyResearch

Agent

Writing agent that applies empirical or survey readiness, drafts and revises the authoritative Markdown manuscript, verifies citations, creates LaTeX, and compiles the PDF.

zi-yue-1129/research-lab-skills

Agent

Writes the full paper draft section by section from the structured outline and Paper Configuration Record.

zi-yue-1129/research-lab-skills

Agent

Formats the final manuscript output to target journal style requirements.

zi-yue-1129/research-lab-skills

Agent

Orchestrates the full multi-skill academic research pipeline and manages agent handoffs across phases.

Spark-To-Paper-Skills/paper-wiki

Agent

Adversarial reviewer. Finds holes, overclaims, unjustified assumptions, and missing counter-evidence in compiled wiki content. Replaces the Codex CLI "挑漏洞·找反例" role.

Spark-To-Paper-Skills/paper-wiki

Agent

Grounded research ideator. Discovers method-problem combinations from the wiki and prepares targeted verification requests for the coordinator.

Spark-To-Paper-Skills/paper-wiki

Agent

Searches arXiv and the web for recent papers on a given research topic. Returns a structured list of candidates to import into raw/. Replaces the Gemini CLI "联网验证·搜最新论文" role.

tasumermaf/the-adversary

Agent Claude Code

FIND lens (Round 2) — refutes the claim that every promise in the abstract/summary is delivered, in matching strength, by the body.

tasumermaf/the-adversary

Agent Claude Code

FIND lens (Round 5) — refutes the claim that the prose is free of AI-generated verbal tics that signal unedited machine writing.

tasumermaf/the-adversary

Agent Claude Code

FIND lens (Round 1 / release gate) — refutes every number in the artifact by RECOMPUTING it from canonical data. Reading a summary is never verification.

wd041216-bit/council-pilot

Agent

Council Pilot — Research specialist. Discovers expert candidates via web search, collects source URLs, evaluates source tier quality, and produces candidate dossiers ready for distillation.

wd041216-bit/council-pilot

Agent

Council Pilot — Coverage gap analyst. Analyzes scoring reports and expert coverage matrices to identify missing expertise, knowledge gaps, and recommendations for new expert candidates or build focus areas.

wd041216-bit/council-pilot

Agent

Council Pilot — Profile filling specialist. Reads source dossiers and fills expert profile contracts using LLM-driven distillation. Produces complete expert profiles with reasoning kernels, critique styles, and knowledge bases.