research
Research group router for research and productivity, routing multi-source synthesis, editorial fact-checking, and social sentiment research requests to specialist sub-skills.
Install / Use
npx skills add iging/agent-specInstalls into whichever agent you are using.
.clinerules
Cline rules
Quality Score
Category
Education & ResearchSupported Platforms
Tags
Our assessment of research
research scores 62/100 on our quality scale, 428th of 444 Education & Research skills we index.
Its .clinerules is 4.5 KB long, well organised into 15 sections with 1 code example: 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
- We could not determine when the repository was last updated.
- Our last check on 2026-10-18 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 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit â 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 2026-09-23. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk â read a skill before letting an agent act on it.
research compared with similar skills
All 4 of these similar skills score higher than research; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| research (this skill)by iging | 62 | 0 | â | .clinerules |
| last30days-skillby mvanhorn | 100 | 66.7k | 2d ago | CLAUDE.md |
| arborby K-Dense-AI | 100 | 46.4k | 45d ago | SKILL.md |
| clinical-reportsby K-Dense-AI | 100 | 46.4k | 45d ago | SKILL.md |
| lab-hardware-cadby K-Dense-AI | 100 | 46.4k | 45d ago | SKILL.md |
Frequently asked questions
- How do I install research?
- Run
npx skills add iging/agent-spec. The install tabs above show the steps for each supported agent. - Which AI agents does research work with?
- It is written for Cline, as a .clinerules file. Other agents that read the same format can often use it too.
- Is research 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 68/100 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 still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubname: research description: >- Research group router for research and productivity, routing multi-source synthesis, editorial fact-checking, and social sentiment research requests to specialist sub-skills. version: 2.0.0 verified-on: [cline]
Research Group Router
0. Identity
- Role: Research Sub-Group Router and Dispatcher.
- Authority: Normative group router for
skills/research-and-productivity/research/. - Must not define: Direct synthesis, fact verification, or social scraping execution; delegates to sub-skills.
- Normative base:
core/decision-framework.md,shared/writing/writing-rules.md,docs/anti-patterns.md,docs/skill-standard.md.
1. Intent (9 Dimensions)
| # | Dimension | Value |
|---|-----------|-------|
| 1 | Task | Classify research requests and dispatch to deep-research-synthesizer, editorial-fact-checker, social-sentiment-researcher, or batch-site-research-scaffolder. |
| 2 | Target Tool | Any agent runtime: Claude Code, Cursor, Copilot, Windsurf, Kiro, Cline, raw API. |
| 3 | Output Format | Structured routing decision and handoff to target research sub-skill. |
| 4 | Constraints | Router executes no research synthesis or fact checking directly. |
| 5 | Input | User request for multi-source research synthesis, pre-publication fact-checking, 30-day social sentiment analysis, or batch site research. |
| 6 | Context | Prevents ungrounded research claims and unverified publication facts. |
| 7 | Audience | Research analysts, content editors, and intelligence specialists. |
| 8 | Success Criteria | Exactly one target research sub-skill resolved deterministically. |
| 9 | Examples | See Section 10. |
2. Trigger Matrix
| Category | Trigger | Target Skill File Path |
|---|---|---|
| Deep Synthesis | Synthesize insights across multiple sources/corpus, extract patterns & outliers | research/deep-research-synthesizer/SKILL.md |
| Editorial Fact Checker | Extract & verify factual claims against primary sources before publication | research/editorial-fact-checker/SKILL.md |
| Social Sentiment | Execute 7-source 30-day social sentiment OSINT research runbook | research/social-sentiment-researcher/SKILL.md |
| Batch Site Research | Ingest up to 500 URLs, orchestrate research sub-skills, scaffold governance context | research/batch-site-research-scaffolder/SKILL.md |
3. Execution Workflow
Step 1: Analyze Request
- Action: Classify request into deep synthesis, editorial fact-checking, or social sentiment research.
- Input: User prompt text.
- Stop Condition: Ask user if intent is ambiguous.
- Validation: Matches Trigger Matrix.
Step 2: Resolve Target
- Action: Select target sub-skill path under
skills/research-and-productivity/research/. - Input: Trigger Matrix.
- Stop Condition: Decline execution if out of scope.
- Validation: Target SKILL.md exists.
Step 3: Handoff
- Action: Delegate control to target SKILL.md.
- Input: Resolved target.
- Stop Condition: Handoff control.
- Validation: Sub-skill executes.
4. Output Specification
{
"group": "research",
"target_skill": "skills/research-and-productivity/research/social-sentiment-researcher/SKILL.md"
}
5. Validation Gate
- [ ] Research intent mapped to target sub-skill path.
- [ ] Target SKILL.md exists on disk.
- [ ] Router executes no research logic directly.
6. Anti-Triggers
- Under-execution: Publishing claims without primary-source verification.
- Over-execution: Running 7-source scraper engine for simple historical facts.
7. Anti-Pattern Compliance
| Step | Prevents AP | Mechanism | |---|---|---| | 1 | AP-1 (vague task) | Demands classification before handoff. | | 3 | AP-4 (over-permissive) | Group router delegates execution to sub-skills. |
8. Versioning & Changelog
- Version: 2.0.0
- Changelog:
2.0.0â Research group router created forskills/research-and-productivity/research/.
9. Portability Matrix
| Runtime | Status | Notes | |---|---|---| | Claude Code | verified | Research sub-skill dispatcher. | | Cursor | verified | Research rules routing. | | Copilot | verified | Custom instructions. | | Windsurf | verified | Research directive routing. | | Kiro | verified | Skill runner handoff. | | Cline | verified | System prompt loading. | | Raw API | verified | Model-agnostic research router. |
10. Examples
Input: "Fact-check this draft newsletter before we send it out to subscribers."
Output: Target skills/research-and-productivity/research/editorial-fact-checker/SKILL.md.
Related Skills
last30days-skill
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit â see the Safety scan above for what the skill file itself contains.
