Rycen7822/DeepScientist-hermes - Page 2

writing-plans

Write DeepScientist-aware implementation, experiment-roadmap, code-only, and formal-command plans with TDD and durable quest outputs.

deepscientist-mode

Use Hermes as the native DeepScientist research agent. Load when operating a DeepScientist quest, creating/continuing research state, recording project memory/artifacts, or explaining the plugin workflow.

alphaxiv-paper-lookup

Look up any arxiv paper on alphaxiv.org to get a structured AI-generated overview. This is faster and more reliable than trying to read a raw PDF.

figure-polish

Use when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render-inspect-revise pass before treating a figure as final.

idea

Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.

paper-fetch

Use when a DeepScientist quest needs quest-local paper retrieval, arXiv/OpenReview PDF reading, or official resource verification without clipping into llm-wiki.

paper-reliability-verifier

Verify scholarly-paper reliability for AI-scientist agents by checking citation counts, venue level, journal level, publication type, and retraction/update status.

acl-anthology-accepted-venue

Use when paper-reliability-verifier needs to infer whether an NLP/CL paper is indexed in ACL Anthology and extract its ACL/EMNLP/NAACL/EACL/AACL/TACL publication venue before local rank lookup.

dblp-accepted-venue

Use when paper-reliability-verifier needs to infer whether a CS paper is indexed by DBLP as a conference or journal publication before local CCF/CORE/中科院分区/JCR rank lookup.

openreview-accepted-venue

Use when paper-reliability-verifier needs to verify acceptance and presentation type for OpenReview-hosted venues such as ICLR, TMLR, COLM, or related workshops before local rank lookup.

strict-research

Strict literature research mode for DeepScientist quests: broad candidate scouting first, reliability verification, conservative filtering, quest-local PDF download, then iterative bibliography reading notes before answering/writing.

deepscientist-figure-polish

Use when a quest needs a polished milestone chart, paper-facing figure, appendix figure, or a mandatory render-inspect-revise pass before treating a figure as final.

deepscientist-idea

Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.

deepscientist-paper-fetch

Use when a DeepScientist quest needs quest-local paper retrieval, arXiv/OpenReview PDF reading, or official resource verification without clipping into llm-wiki.

deepscientist-paper-reliability-verifier

Verify scholarly-paper reliability for AI-scientist agents by checking citation counts, venue level, journal level, publication type, and retraction/update status.

deepscientist-strict-research

Strict literature research mode for DeepScientist quests: broad candidate scouting first, reliability verification, conservative filtering, quest-local PDF download, then iterative bibliography reading notes before answering/writing.

paper-fetch

Use when a DeepScientist quest needs quest-local paper retrieval, arXiv/OpenReview PDF reading, or official resource verification without clipping into llm-wiki.

paper-reliability-verifier

Verify scholarly-paper reliability for AI-scientist agents by checking citation counts, venue level, journal level, publication type, and retraction/update status.

acl-anthology-accepted-venue

Use when paper-reliability-verifier needs to infer whether an NLP/CL paper is indexed in ACL Anthology and extract its ACL/EMNLP/NAACL/EACL/AACL/TACL publication venue before local rank lookup.

dblp-accepted-venue

Use when paper-reliability-verifier needs to infer whether a CS paper is indexed by DBLP as a conference or journal publication before local CCF/CORE/中科院分区/JCR rank lookup.

openreview-accepted-venue

Use when paper-reliability-verifier needs to verify acceptance and presentation type for OpenReview-hosted venues such as ICLR, TMLR, COLM, or related workshops before local rank lookup.

strict-research

Strict literature research mode for DeepScientist quests: broad candidate scouting first, reliability verification, conservative filtering, quest-local PDF download, then iterative bibliography reading notes before answering/writing.

baseline

Use when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its metrics.

scout

Use when a quest needs problem framing, literature scouting, dataset or metric clarification, or baseline discovery before deeper work.

write

Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support.

analysis-campaign

Use when a quest needs one or more follow-up runs such as ablations, robustness checks, error analysis, or failure analysis after a main experiment.

experiment

Use when a quest is ready for a concrete implementation pass or a main experiment run tied to a selected idea and an accepted baseline.

decision

Use when the quest needs an explicit go, stop, branch, reuse-baseline, write, finalize, reset, or user-decision transition with reasons and evidence.

finalize

Use when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and graph exports before stopping or archiving.

idea

Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.

intake-audit

Use when a quest does not start from a blank state and the agent must first audit, trust-rank, and reconcile existing baselines, results, drafts, or review materials before choosing the next anchor.

optimize

Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop.

rebuttal

Use when a quest already has a paper, draft, or review package and the task is to map reviewer feedback into experiments, manuscript deltas, and a durable rebuttal / revision response.