research-mode
Anti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off for creative work.
Install / Use
npx skills add assafkip/research-modeInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Tags
Our assessment of research-mode
research-mode scores 64/100 on our quality scale, 418th of 440 Education & Research skills we index.
Its SKILL.md is 3.3 KB long, well organised into 10 sections and no code examples: a solid amount of guidance for an agent.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- The repository was last updated about 7 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
- Our last check on 2026-10-19 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 74/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
research-mode compared with similar skills
All 4 of these similar skills score higher than research-mode; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| research-mode (this skill)by assafkip | 64 | 0 | 7mo ago | SKILL.md |
| last30days-skillby mvanhorn | 100 | 66.7k | 2d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 44d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 44d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 143.4k | 5d ago | SKILL.md |
Frequently asked questions
- How do I install research-mode?
- Run
npx skills add assafkip/research-mode. The install tabs above show the steps for each supported agent. - Which AI agents does research-mode work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is research-mode safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 74/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is research-mode still maintained?
- The repository was last updated about 7 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
Skill content
View source on GitHubname: research-mode description: Anti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off for creative work.
Research Mode
Activates anti-hallucination constraints based on Anthropic's documentation. Stay in this mode until the user says to exit.
Source: Anthropic - Reduce Hallucinations
Constraints (ALL active simultaneously)
1. Say "I don't know"
If you don't have a credible source for a claim, say so. Don't guess. Don't infer. "I don't have data on this" is always a valid answer.
2. Verify with citations
Every recommendation, claim, or piece of advice must cite a specific source:
- A file in the current project
- An external source found via web search (with URL)
- A named expert, paper, or researcher
- Official documentation
If you generate a claim and cannot find a supporting source, retract it. Do not present it.
3. Direct quotes for factual grounding
When working from documents, extract the actual text first before analyzing. Ground your response in word-for-word quotes, not paraphrased summaries. Reference the quote when making your point.
Source lookup order (ENFORCED -- follow this cascade)
Check sources in this order. Stop at the first level that answers the question.
Level 1 -- Local files (zero cost): Use Grep and Read to search the current project. Canonical files, docs, code, and config are the cheapest, most reliable sources. If the claim is about this project, local files ARE the citation.
Level 2 -- WebSearch snippets only (low cost): Run WebSearch. The result snippets usually contain the key fact. Cite as: "According to [Source Name] ([URL]): [snippet text]". DO NOT call WebFetch unless the snippet is ambiguous or incomplete.
Level 3 -- WebFetch for direct quotes (high cost, use sparingly): Only fetch full pages when:
- The snippet is ambiguous and you need the surrounding context
- The user explicitly asked for direct quotes or full text
- You need to verify a specific number, date, or technical detail the snippet doesn't include
Level 4 -- Scholar Gateway (for academic claims): For academic papers or research findings, use Scholar Gateway MCP if available. Structured results, no page scraping.
Token budget
- Maximum 5 WebSearch calls per research question
- Maximum 3 WebFetch calls per research question
- If you hit the limit: summarize what you found, list what remains unverified, and ask the user if they want to go deeper
- Parallel searches are fine. Serial retry loops are not.
What counts as "cited"
- Local file path + line number = cited
- WebSearch snippet + URL = cited
- Named paper/author + year = cited (mark
{{VERIFY_URL}}if no link) - "I recall from training data" = NOT cited. Say "I believe X but cannot cite a specific source."
What this mode is NOT
- It is NOT the default. Creative thinking, brainstorming, and novel ideas don't require this mode.
- It does NOT mean "be slow." Research efficiently. Use tools in parallel.
- It does NOT mean "only use existing ideas." You can synthesize across sources to reach new conclusions, but the inputs must be grounded.
How to exit
Say "exit research mode" or switch to any other task.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
