{"slug":"ngtiendong-academic-research-agent-skill","name":"Academic Research Agent Skill","description":"A Claude-compatible academic research agent skill for Master/PhD students covering literature grounding, novelty gates, math formalization, experiment planning, reviewer simulation, and claim verification.","long_description":"# Academic Research Agent Skill\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n[![Agent Skill](https://img.shields.io/badge/Standard-SKILL.md-blueviolet.svg)](SKILL.md)\n[![Commands](https://img.shields.io/badge/Commands-18-brightgreen.svg)](.claude/commands)\n[![References](https://img.shields.io/badge/References-8-orange.svg)](references)\n[![GitHub Pages](https://img.shields.io/badge/GitHub_Pages-ready-0f766e.svg)](docs/PAGES_SETUP.md)\n[![Works with](https://img.shields.io/badge/Works_with-Claude_%7C_ChatGPT_%7C_Gemini_%7C_Local_LLMs-blue.svg)](#quick-start)\n\n**A Claude-compatible academic research agent skill for PhD and Master students: literature review, novelty checks, research Reality Gates, feasibility testing, experiment planning, reviewer simulation, and claim verification.**\n\n![Research Agent Skill hero](docs/assets/social-preview-2.png)\n\n> Use agent research skills to read deeper, think wider, plan better, and review harder while the researcher stays in control.\n\nAcademic Research Agent Skill helps Master, PhD, and independent researchers in technical disciplines collaborate with AI agents across the research lifecycle: scoping, literature review, research paper planning, novelty checking, mathematical formalization, experiment planning, reviewer simulation, and claim verification. It is designed for Claude-style skills, Claude Code workflows, ChatGPT/Codex-style agents, Gemini, and local LLM research assistants.\n\nIt is not an autonomous paper factory or an \"auto research paper\" generator. The goal is not to remove the researcher. The goal is to give researchers a disciplined collaboration workflow so they can learn faster, explore more ideas, challenge weak assumptions earlier, and complete research with stronger evidence.\n\n## Why Students Use It\n\n| Need | How the skill helps |\n|---|---|\n| Start from a rough thesis idea | Turns broad topics into scoped research questions, non-goals, and contribution options. |\n| Read lite","tagline":"Human-guided Research Agent Skill for Master and PhD students in CS, AI, math, and engineering: literature grounding, novelty gates, math formalization, experiment planning, reviewer simulation, and claim verification.","category":"research","tags":["academic-research","literature-review","novelty-check","experiment-planning","reviewer-simulation"],"author":"ngtiendong","verified":false,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"ngtiendong/Academic-Research-Agent-Skill","creatorName":"ngtiendong","creatorUrl":"https://github.com/ngtiendong","sourceUrl":"https://github.com/ngtiendong/Academic-Research-Agent-Skill","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/ngtiendong-academic-research-agent-skill#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":28,"forks":1,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":45.44},"quality":{"score":73,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"28","tone":"neutral"},{"label":"Freshness","value":"18d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal"]},"trust":{"version":"trust-score-v5","score":73,"base_score":81,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["73/100 Trust Score v5","81/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":48,"weight":0.13,"status":"warn","detail":"28 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":43,"weight":0.08,"status":"warn","detail":"28 stars, 1 forks; 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require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","GitHub adoption: 28 GitHub stars","Stars/forks activity: 28 stars, 1 forks; issue activity unavailable in current metadata"],"agent_contract":{"task_input":"Use Academic Research Agent Skill in an agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 81/100 Strong shortlist","Audit: 84/100 Needs review","Safety: 72/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"ngtiendong-academic-research-agent-skill (Academic Research Agent Skill)","install_command":"npx skills add ngtiendong/Academic-Research-Agent-Skill","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"ngtiendong-academic-research-agent-skill","task":"Use Academic Research Agent Skill in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/ngtiendong-academic-research-agent-skill","api":"https://www.openagentskill.com/api/agent/skills/ngtiendong-academic-research-agent-skill","audit":"https://www.openagentskill.com/skills/ngtiendong-academic-research-agent-skill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=ngtiendong-academic-research-agent-skill&task=Use%20Academic%20Research%20Agent%20Skill%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20Academic%20Research%20Agent%20Skill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20Academic%20Research%20Agent%20Skill%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/ngtiendong-academic-research-agent-skill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/ngtiendong-academic-research-agent-skill"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"coding-agents","title":"Coding agents"},{"slug":"github-automation","title":"GitHub automation"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add ngtiendong/Academic-Research-Agent-Skill","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":28,"starsLabel":"28","forks":1,"license":"MIT","qualityScore":73,"trustScore":81,"auditScore":84},"maintenance":{"status":"fresh","label":"18d since push","daysSincePush":18,"lastPushedAt":"2026-08-05T14:51:14+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Financial research output is not financial advice; require human review before any live investment decision","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","GitHub adoption: 28 GitHub stars"]},"coverageTags":["Coding","Coding agents","research","academic-research","literature-review","novelty-check","experiment-planning","reviewer-simulation"]},"audit":{"audit_score":84,"risk_level":"needs_review","risk_label":"Needs review","quality_score":73,"trust_score":81,"maintenance_score":100,"security_score":89,"install_score":92,"warnings":["Financial research output is not financial advice; require human review before any live investment decision","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","GitHub adoption: 28 GitHub stars","Stars/forks activity: 28 stars, 1 forks; issue activity unavailable in current metadata"]},"quality_signals":{"model":"v2","star_score":10.24,"usage_score":0,"review_score":13.2,"metadata_score":7,"freshness_score":15},"platforms":["Python","Claude Code","OpenAI Agents"],"use_cases":[{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"}],"stacks":[{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"frontend-product-ui","title":"Frontend and UI","url":"https://www.openagentskill.com/collections/frontend-product-ui"}],"install":"npx skills add ngtiendong/Academic-Research-Agent-Skill","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install ngtiendong-academic-research-agent-skill","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Academic Research Agent Skill\" agent skill from https://github.com/ngtiendong/Academic-Research-Agent-Skill. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: A Claude-compatible academic research agent skill for Master/PhD students covering literature grounding, novelty gates, math formalization, experiment planning, reviewer simulation, and claim verification. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"ngtiendong-academic-research-agent-skill\",\"task\":\"Install Academic Research Agent Skill\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Academic Research Agent Skill\" as a Claude Code skill from https://github.com/ngtiendong/Academic-Research-Agent-Skill. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: A Claude-compatible academic research agent skill for Master/PhD students covering literature grounding, novelty gates, math formalization, experiment planning, reviewer simulation, and claim verification. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"ngtiendong-academic-research-agent-skill\",\"task\":\"Install Academic Research Agent Skill\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Academic Research Agent Skill\" from https://github.com/ngtiendong/Academic-Research-Agent-Skill into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: A Claude-compatible academic research agent skill for Master/PhD students covering literature grounding, novelty gates, math formalization, experiment planning, reviewer simulation, and claim verification. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"ngtiendong-academic-research-agent-skill\",\"task\":\"Install Academic Research Agent Skill\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/ngtiendong/Academic-Research-Agent-Skill","github_repo":"ngtiendong/Academic-Research-Agent-Skill","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/ngtiendong-academic-research-agent-skill","repository":"https://github.com/ngtiendong/Academic-Research-Agent-Skill","api":"/api/agent/skills/ngtiendong-academic-research-agent-skill","install_api":"/api/skills/ngtiendong-academic-research-agent-skill/install"},"meta":{"created_at":"2026-08-05T16:35:46.475351+00:00","updated_at":"2026-08-18T17:22:21.819119+00:00","agent_friendly":true}}