research-planning
Skill0 starsChanged 57 days agoMITView on GitHub
Scoping a course concept and planning its research (risk tier, assumptions, research questions, source hierarchy, dossier sections). Used by CourseForge CONCEPT and RESEARCH_BRIEF tasks.
7 other projects use a version of this.
Adopted by
Most recently taken up by
- mattmireles/gemma-tuner-multimodaltheir own version, first seen Nov 1, 2026
- willlee1995/skillstheir own version, first seen Oct 13, 2026
- stritar/skillstheir own version, first seen Sep 11, 2026
- sivaguru-2113/Agent-personatheir own version, first seen Aug 18, 2026
- dongzhigang13305312738-art/paper-skillstheir own version, first seen Jul 21, 2026
- JunMA98/Computer-science-claude-skillstheir own version, first seen Mar 11, 2026
Other versions7 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 7
- mattmireles/gemma-tuner-multimodal★ 1.5ksame name
- lingzhi227/agent-research-skills★ 350same name
- JunMA98/Computer-science-claude-skills★ 3same name
- dongzhigang13305312738-art/paper-skills★ 1same name
- sivaguru-2113/Agent-persona★ 1same name
- willlee1995/skills★ 1same name
- stritar/skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository19 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- accessibility-reviewSkill
- alignment-reviewSkill
- assessment-designSkill
- assessment-reviewSkill
- course-gap-analysisSkill
- editorial-humanizationSkill
- fact-checkSkill
- html-intake-reviewSkill
- instructional-designSkill
- instructional-graphicsSkill
- research-authoringSkill
- research-reviewSkill
- scenario-designSkill
- storyboard-authoringSkill
- ui-reviewSkill
- ux-reviewSkill
- visual-directionSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 6 edited versions we read keep these.
3
Distinctive
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 30
Ask questions that a source can answer: "What must employers do when X, and what exceptions apply?" rather than "X regulations".
- Distinctive: line 32
Add a currentness question wherever the answer changes over time (consolidated law, standard editions, guidance versions, statistics).
- Distinctive: line 50
Put cross-cutting distinctions in every relevant section's notes ("keep law vs guidance explicit".
“Common” is measured: kept by at least 6 in 10 of the 6 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Research planning
Scoping a concept
A concept is a request, not a specification. Good scoping makes three things explicit: who the learners are and what they will do afterwards; what the course will not do; and what you had to assume.
- Audience by task, not demographics. "Laboratory coordinators who order and store chemicals but are not chemists" tells a designer what to explain; "adults 25–55" does not.
- Outcome-shaped goals. Goals describe what learners do with the knowledge (recognise, decide, escalate, document). Topic lists hide scope creep.
- Assumptions are first-class. Anything you infer (jurisdiction, depth, duration, audience seniority) is recorded as an assumption. Mark it high-stakes when a wrong guess could make the course legally wrong, unsafe or clinically misleading. High-stakes assumptions deliberately trigger a human gate.
- Exclusions protect learners. State operational, hazardous or professional-authorisation content as out of scope early; it is much harder to remove later.
Risk tiers
| Tier | Typical subjects | Consequence of a teaching error |
high_stakes | health, clinical, safety, hazardous materials, law and compliance, finance, security | injury, legal exposure, clinical harm, financial loss |
elevated | professional practice with material consequences | rework, reputational or project harm |
standard | general knowledge, soft skills | low |
Classify by what learners could do with the content, not by how the request labels it. An "awareness" course on chemical handling is still high stakes. When in doubt, choose the higher tier.
Writing research questions
- Ask questions that a source can answer: "What must employers do when X, and what exceptions apply?" rather than "X regulations".
- Cover four kinds: definitions (every key term), duties and responsibilities (who must do what, especially where duties are split between parties or levels of government), mechanisms and methods (how things work, options and their limits), and limitations and misconceptions (what people get wrong, where evidence is weak).
- Add a currentness question wherever the answer changes over time (consolidated law, standard editions, guidance versions, statistics).
- Mark
coreonly what the course cannot be taught responsibly without.
Source hierarchy by subject type
- Regulated practice: legislation and regulation (the consolidated text) → the regulator's guidance → standards (clearly marked as voluntary unless incorporated by law) → professional bodies → peer-reviewed and textbooks → organisational material for description only.
- Science and health: systematic reviews and authoritative bodies → primary peer-reviewed studies → textbooks → professional guidance; news only to date events.
- Technology and practice: official specifications and documentation → standards → peer-reviewed → practitioner guidance; vendor material only to describe what exists, never for effectiveness claims.
Each rank's rationale should say what that type may and may not support.
Designing the dossier plan for parallel research
Each dossier section is researched by a separate agent that cannot see the others. Therefore:
- Give each section a clear boundary and say in
noteswhich neighbouring section owns adjacent material. - Assign every core question to at least one section; avoid assigning the same question to several sections unless each covers a different jurisdiction or aspect, stated explicitly.
- Size sections to one focused session: typically 2–5 closely related questions.
- Put cross-cutting distinctions in every relevant section's notes ("keep law vs guidance explicit"; "record the consolidation date").
- A typical course needs 6–14 sections: context and definitions, legal and responsibility framework, core mechanisms or methods, each major method or control family, limitations and failure modes, implementation and escalation, currentness.
Safety boundaries that work
Write boundaries as things the dossier must not produce, specific to the subject: no quantities or concentrations for hazardous processes; no step-by-step procedures for regulated tasks; no dosing; no instructions for bypassing controls; no individual legal or clinical advice. Pair each with what is allowed: concepts, duties, decision criteria, and when to escalate to which specialist.
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.

