cited-research
Skill14 starsChanged 3 months agoMITView on GitHub
Paste this into Grok Bot after a successful run: Save the process we just used as a skill called “Cited Research”. A useful skill states the six fields from Skills and routines. A question needs a brief that a skeptic could audit: claims, sources, disagreements, and what was not found. Every non-trivial claim has a URL. No unsourced statistics. Disagreements are represented, not averaged away. A brief with Claims, Evidence, Disagreements, Not found, and Recommended next read. Do not contact…
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- convert/claude.mdCLAUDE.md
- docs/llms.txtllms.txt
- audit-subscriptionsSkill
- cloud-bill-noteSkill
- collate-feature-asksSkill
- coordinate-launchSkill
- daily-digestSkill
- defend-calendarSkill
- design-bot-templateSkill
- detect-docs-driftSkill
- diff-competitorsSkill
- draft-call-followupSkill
- draft-changelogSkill
- draft-issueSkill
- draft-newsletterSkill
- draft-security-answersSkill
- draft-sqlSkill
- draft-support-replySkill
- garden-memorySkill
- harden-repoSkill
- incident-timelineSkill
- install-teamSkill
- interrogate-assumptionsSkill
- investigate-perfSkill
- log-promisesSkill
- package-evidenceSkill
- plan-tripSkill
- prep-meetingSkill
- queue-socialSkill
- ramp-new-hireSkill
- rank-account-healthSkill
- recommend-media-reallocSkill
- reconcile-expensesSkill
- remix-contentSkill
- reproduce-bugSkill
- research-accountsSkill
- review-pr-riskSkill
- route-workSkill
- sanitize-shareSkill
- scout-x-threadsSkill
- source-talentSkill
- sweep-ciSkill
- triage-inboxSkill
- vendor-renewalsSkill
- watch-aeoSkill
- watch-brandSkill
- weekly-saas-financeSkill
- write-win-lossSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 3 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 23
Search for primary sources.
- Distinctive: line 30
Every non-trivial claim has a URL.
- Distinctive: line 40
Do not contact people for interviews.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Cited Research
Paste this into Grok Bot after a successful run:
Save the process we just used as a skill called “Cited Research”.
A useful skill states the six fields from Skills and routines.
1. When to use it
A question needs a brief that a skeptic could audit: claims, sources, disagreements, and what was not found.
2. Required inputs and access
- The question
- Scope limits (dates, domains, what not to use)
- Preferred primary sources when the owner named them
3. Sequence of work
- Restate the question and the scope. Confirm before a long run if ambiguous.
- Search for primary sources. Prefer docs, papers, official pages, and filings over recaps.
- For contested claims, find at least two independent sources or label the claim unverified.
- Separate facts, inferences, and open questions.
- List what you could not find. That list is part of the deliverable.
4. How to validate the result
Every non-trivial claim has a URL. No unsourced statistics. Disagreements are represented, not averaged away.
5. What to return
A brief with Claims, Evidence, Disagreements, Not found, and Recommended next read.
6. What requires approval
Do not contact people for interviews. Do not pay for papers or datasets. Do not publish the brief.
Type / in the composer to reference a saved skill. If it does not appear, open Settings → Plugins → Yours and enable it for this Bot.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

