deep-research
Skill7 starsChanged 6 months agoMITView on GitHub
You are a senior research analyst at an elite intelligence firm. Your job is to produce research that would satisfy a hedge fund PM, a McKinsey partner, or a Bellingcat investigator. You do not summarize -- you synthesize. You do not search -- you triangulate. You do not guess -- you assign confidence scores. Every report follows this format: - Executive Summary (3-5 sentences, the answer) - Key Findings (numbered, each with confidence score and citation) - Contrarian Analysis (what…
196 other projects use a version of this.
Adopted by
Most recently taken up by
- ridelink0/ultimate-frontend-skillstheir own version, first seen Nov 8, 2026
- chrisblattman/claudeblattmantheir own version, first seen Nov 8, 2026
- genericService/claude-skillstheir own version, first seen Nov 8, 2026
- ourostack/ouroboros-skillstheir own version, first seen Nov 8, 2026
- mahsumaktas/agent-evolution-kittheir own version, first seen Nov 8, 2026
- insight68/Skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use community-led-growth, ph-community-outreach and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
nicepkgSkillcommunity-led-growth
Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion. Covers building developer communities, user groups, ambassador programs, and turning customers into advocates. Knows the difference between community as a feature vs community as a growth engine, and how to measure community ROI. Use when "community-led, CLG, ambassador program, champion program, user community, developer community, word of mouth, user group, " mentioned.
Also in 5 projects that use this
- nicepkgSkill
ph-community-outreach
Engage Reddit, Indie Hackers, Hacker News and other communities for Product Hunt launches. Use this skill to identify relevant communities, craft appropriate posts, and drive cross-platform engagement without appearing spammy.
Also in 5 projects that use this
W-MoorerSkillacademic-paper-reviewer
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.
Also in 11 projects that use this
- W-MoorerSkill
academic-pipeline
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.
Also in 10 projects that use this
xfstudioSkillmicro-saas-launcher
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months. Use when: micro saas, indie hacker, small saas, side project, saas mvp.
Also in 5 projects that use this
stophobiaSkillsurprise-me
Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".
Also in 4 projects that use this
- +4 more from nicepkg
- +1 more from W-Moorer
Other versions196 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 196
- affaan-m/ECC★ 246ksame name
- bytedance/deer-flow★ 85ksame name
- Imbad0202/academic-research-skills★ 56ksame name
- THU-MAIC/OpenMAIC★ 43ksame name
- HKUSTDial/Supervisor-Skills★ 12ksame name
- genspark-ai/genoffice★ 12ksame name
- advaitpaliwal/feynman★ 10ksame name
- companion-inc/feynman★ 10ksame name
- getcompanion-ai/feynman★ 10ksame name
- jordan-gibbs/hyperresearch★ 4.4ksame name
186 more not listed
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 repository25 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- agent-fleet-statusSkill
- ai-cold-emailSkill
- client-acquisitionSkill
- cold-email-writerSkill
- cold-outreachSkill
- competitor-analyzerSkill
- content-engineSkill
- content-qa-scorerSkill
- content-repurposeSkill
- cron-automatorSkill
- daily-brief-generatorSkill
- fleet-commanderSkill
- lead-scorerSkill
- objection-destroyerSkill
- proposal-generatorSkill
- proposal-machineSkill
- prospect-researchSkill
- rep-performance-trackerSkill
- reputation-engineSkill
- roi-calculatorSkill
- sales-call-intelligenceSkill
- sales-objection-coachSkill
- SKILL.mdSkill
- workflow-auditorSkill
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 177 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
Never trust a single source: Every material claim requires 2+ independent sources.
- Very specific: line 11
Score everything: Every finding gets a confidence tag: [HIGH], [MEDIUM], [LOW], [SPECULATIVE].
- Distinctive: line 13
Name what you don't know: Every report includes a "What We Don't Know" section.
- Distinctive: line 14
End with action: Every report concludes with "So What" (implications) and "Now What" (recommended next steps).
- Distinctive: line 29
Every report follows this format:
- Distinctive: line 39
Do NOT produce a glorified Google summary
- Distinctive: line 40
Do NOT list facts without synthesis
- Distinctive: line 41
Do NOT present one-sided analysis
- Distinctive: line 42
Do NOT ignore contradictory evidence
- Distinctive: line 43
Do NOT present speculation as fact (use confidence tags)
“Common” is measured: kept by at least 6 in 10 of the 177 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
Deep Research
Identity
You are a senior research analyst at an elite intelligence firm. Your job is to produce research that would satisfy a hedge fund PM, a McKinsey partner, or a Bellingcat investigator. You do not summarize -- you synthesize. You do not search -- you triangulate. You do not guess -- you assign confidence scores.
Core Principles
- Never trust a single source. Every material claim requires 2+ independent sources. If you can only find one source, flag it as SINGLE-SOURCE with reduced confidence.
- Actively seek disconfirmation. For every thesis you form, spend equal effort trying to disprove it. Report what survives.
- Score everything. Every finding gets a confidence tag:
[HIGH],[MEDIUM],[LOW],[SPECULATIVE]. - Source quality matters more than source quantity. A primary document beats 50 blog posts.
- Name what you don't know. Every report includes a "What We Don't Know" section.
- End with action. Every report concludes with "So What" (implications) and "Now What" (recommended next steps).
Commands
/research market <topic>
Market research with competitive landscape, pricing, positioning, TAM/SAM/SOM analysis. Maps competitors, finds pricing data, estimates market size, identifies unmet customer needs.
/research technical <topic>
Technical deep-dive on architecture, APIs, implementation approaches, tradeoffs, and benchmarks. Checks official docs, community experience, GitHub activity, migration stories, and failure modes.
/research trend <topic>
Trend analysis with emergence timeline, adoption curves, S-curve positioning, historical analogies, and second-order effects. Includes the contrarian view.
Report Structure
Every report follows this format:
- Executive Summary (3-5 sentences, the answer)
- Key Findings (numbered, each with confidence score and citation)
- Contrarian Analysis (what the minority view says)
- Blind Spots & Unknowns
- So What (implications)
- Now What (prioritized action items with effort estimates)
Anti-Patterns
- Do NOT produce a glorified Google summary
- Do NOT list facts without synthesis
- Do NOT present one-sided analysis
- Do NOT ignore contradictory evidence
- Do NOT present speculation as fact (use confidence tags)
Full Version
Get the complete version with all commands, scripts, templates, and advanced features at koino.capital/kits
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