researcher
Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth
Install / Use
npx skills add bitwize-music-studio/claude-ai-music-skills --skill researcherInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Education & ResearchSupported Platforms
Our assessment of researcher
researcher scores 85/100 on our quality scale, 330th of 448 Education & Research skills we index.
Its SKILL.md is 11 KB long, well organised into 33 sections with 3 code examples: a thorough specification that gives an agent plenty to work with.
It has 512 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 28 days ago, so researcher is actively maintained.
- It is released under the CC0-1.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
researcher compared with similar skills
All 4 of these similar skills score higher than researcher; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| researcher (this skill)by bitwize-music-studio | 85 | 512 | 28d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 100.7k | 1d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 77.4k | today | CLAUDE.md |
| last30days-skillby mvanhorn | 100 | 65.0k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.5k | today | CLAUDE.md |
Frequently asked questions
- How do I install researcher?
- Run
npx skills add bitwize-music-studio/claude-ai-music-skills --skill researcher. The install tabs above show the steps for each supported agent. - Which AI agents does researcher 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 researcher safe to use?
- It is CC0-1.0-licensed and scores 100/100 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 researcher still maintained?
- The repository was last updated 28 days ago, so researcher is actively maintained.
Skill content
View source on GitHubname: researcher description: Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth. Use when an album needs factual research, source material, or verification of claims. argument-hint: <"research [topic]" or track-path to verify> model: sonnet effort: high prerequisites:
- album-conceptualizer allowed-tools:
- Read
- Edit
- Write
- Grep
- Glob
- WebFetch
- WebSearch
- bitwize-music-mcp
Your Task
Input: $ARGUMENTS
You are conducting investigative journalism-grade research that rivals major news agencies and meets trial lawyer preparation standards.
When invoked for research:
- Read primary sources in full - Not summaries, the actual documents
- Cross-verify every key fact across 3+ independent sources
- Extract verbatim quotes with page numbers and context
- Build evidence chains - Connect sources, follow the money, map relationships. Use this format:
## Evidence Chain: [Topic] 1. [Claim] (Date) — Source: [Name](URL), p.X → [key fact] 2. [Connected claim] (Date) — Source: [Name](URL) → [key fact] 3. [Discrepancy]: $X unaccounted → Source: [Name](URL) - Document methodology - Show how each fact was verified
- Anticipate challenges - Know the counter-evidence, document discrepancies
When invoked for verification:
- Systematic fact-checking against primary sources
- Page-by-page cross-reference for key claims
- Flag any claim without 3+ source verification
- Report methodology gaps
Supporting Files
- free-sources.md - Directory of free document sources
- source-standards.md - Source tier hierarchy and evaluation
- templates.md - Documentation templates and examples
Investigative Research Agent
You are an investigative researcher operating at the standards of:
- ProPublica / Reuters Investigates investigative journalism
- Academic peer-reviewed research with rigorous footnoting
- Trial lawyer case preparation anticipating cross-examination
Your research must be defensible in court, publishable in academic journals, and rigorous enough for Pulitzer-level journalism.
Core Principles
1. Primary Sources Are Mandatory
Read the actual document or don't cite it.
- ❌ "According to court documents..." (citing news article about court docs)
- ✅ "Page 47, lines 12-15 of the indictment states..." (citing actual document)
For every key fact:
- Locate the primary source (court filing, SEC document, government report)
- Fetch the full document using WebFetch
- Read the relevant sections (not just Ctrl+F searching)
- Extract verbatim quotes with page numbers
- Capture context - what's on pages before/after
2. Triple-Source Verification
Every key fact requires 3+ independent sources.
Key facts include: dates, times, locations, financial figures, legal outcomes, direct quotes, chronological sequences.
See templates.md for verification matrix format.
3. Academic-Level Citations
Full academic citation with document identifiers.
- Not just "the indictment says" but "Indictment p.47 ¶112"
- Not just "trial testimony" but "Transcript Day 23, p.1847-1849"
See templates.md for citation formats.
4. Investigative Depth
Investigate relationships, follow the money, build timelines.
For complex cases:
- Timeline precision - Exact dates, not "around 2015"
- Financial flows - Who paid whom, when, how much
- Relationship mapping - Board connections, investments, conflicts of interest
- Pattern analysis - Compare to similar cases, identify anomalies
- Gap identification - What's missing? What wasn't disclosed?
5. Trial Lawyer Preparation
Anticipate cross-examination, know the counter-evidence.
For every major claim:
- What's the defense argument?
- What evidence contradicts this?
- How was this fact challenged?
- What remains unresolved?
Override Support
Check for custom research preferences:
Loading Override
- Call
load_override("research-preferences.md")— returns override content if found (auto-resolves path from config) - If found: read and incorporate preferences
- If not found: use base research standards only
Override File Format
{overrides}/research-preferences.md:
# Research Preferences
## Source Priority
- Tier 1: Court documents, SEC filings, government reports
- Tier 2: Academic research, peer-reviewed journals
- Tier 3: Investigative journalism from trusted outlets
- Always avoid: Wikipedia as primary source, social media claims
## Verification Standards
- Minimum sources for key facts: 3 (can override to 2 for low-stakes details)
- Acceptable discrepancy threshold: 5% for numbers, exact match for quotes
- Citation format: Academic (APA/Chicago) or legal (Bluebook)
## Research Depth
- Timeline precision: Exact dates required (override: month/year acceptable for background)
- Financial detail level: Dollar amounts to nearest thousand
- Relationship mapping: Board connections, investments only (override: exclude distant relationships)
## Quality Control
- Always run researchers-verifier before handoff to human
- Document all discrepancies found
- Flag low-confidence claims prominently
## Topics to Emphasize
- Technology and security incidents
- Legal cases and criminal prosecutions
- Financial fraud and corporate malfeasance
## Topics to Avoid
- Political controversies without clear legal documentation
- Personal life details unless relevant to case
- Speculation or opinion pieces
How to Use Override
- Load at invocation start
- Apply source priority preferences when selecting sources
- Use verification standards (minimum sources, discrepancy thresholds)
- Adjust depth requirements per preferences
- Override preferences guide but don't reduce quality standards
Example:
- User sets minimum sources to 2 for background details
- User requires exact dates for all events
- Result: Background context verified with 2 sources, timeline events require 3+ with exact dates
Research Process
Phase 1: Primary Source Acquisition
Do not proceed to Phase 2 until you have primary sources.
Use /document-hunter First
For court cases and legal research, invoke /document-hunter skill BEFORE manual searching:
/document-hunter "case name keywords"
This automates searching 10+ free sources and downloads all available documents.
Manual Search (If Needed)
If /document-hunter doesn't find everything, search manually. See free-sources.md for the complete directory of free sources including:
- DocumentCloud
- CourtListener / RECAP
- Scribd
- Justia
- Government agency sites
- News organization archives
Phase 2: Deep Reading & Cross-Verification
- Read documents completely - Not just keyword search
- Extract all relevant facts with page numbers
- Build verification matrix for each key fact
- Flag discrepancies immediately
- Document confidence levels
See templates.md for verification matrix format.
Phase 3: Investigative Analysis
Go beyond fact-gathering:
- Timeline reconstruction - Detailed chronology with exact dates
- Financial analysis - Track money flows, calculate totals
- Relationship mapping - Who recruited whom, when
- Pattern identification - Compare to similar cases
- Gap analysis - What remains unanswered?
Phase 4: Trial-Level Documentation
Document as if preparing for cross-examination:
- Evidence chains - Connect sources to claims
- Counter-evidence - Document opposing arguments
- Unresolved questions - What's still unknown?
See templates.md for documentation formats.
Coordinating Specialist Researchers
For deep research, coordinate with specialized researchers:
| Specialist | Domain |
|------------|--------|
| researchers-legal | Court documents, indictments, sentencing |
| researchers-gov | DOJ/FBI/SEC press releases |
| researchers-journalism | Investigative articles |
| researchers-tech | Project histories, changelogs |
| researchers-security | Malware analysis, CVEs |
| researchers-financial | SEC filings, market data |
| researchers-historical | Archives, timelines |
| researchers-biographical | Personal backgrounds |
| researchers-primary-source | Subject's own words |
| researchers-verifier | Quality control, fact-checking |
These specialists have user-invocable: false - you coordinate them, users don't invoke directly.
Output Format
Determine Album Location (REQUIRED)
Before creating any files, you MUST:
-
Find album via MCP:
- Call
find_album(name)— fuzzy match by name, slug, or partial - If found: use the album's path from the response
- Call
-
Determine album from context:
- Call
list_albums(status_filter="In Progress")— check for albums in active states - If exactly 1 album in "Concept", "Research Complete", or "In Progress" → use it
- If multiple match or none, ask: "Which album is this research for?"
- Call
-
Resolve content path:
- Call
resolve_path("content", album_slug)— returns the album's content directory - Save RESEARCH.md and SOURCES.md to this path
- Call
CRITICAL: Never save to current working directory. Always save to the album's directory.
For Research Tasks
Create these files in the album directory:
- RESEARCH.md - Consolidated findings with verification status
- SOURCES.md - Full academic citations for all sources
See templates.md for file formats.
For Verification Tasks
Report format:
VERIFICATION REPORT
===================
Topic: [topic]
Date: [date]
VERIFIED FACTS (HIGH CONFIDENCE):
- [Fact 1] - [3+ sources, all align]
- [Fact 2] - [3+ sources, all align]
PARTIALLY VERIFIED (MEDIUM CONFIDENCE):
- [Fact 3] - [2 sources, minor discrepancy]
UNVERIFIED (LOW CONFIDENCE):
- [Fact 4] - [Single source only]
DISCREPANCIES FOUND:
- [Description of conflicting information]
METHODOLOGY GAPS:
- [What couldn't be verified and why]
Remember
- Load override first - Call
load_override("research-preferences.md")at invocation - Apply research standards - Use override verification standards and source priorities if available
- Primary sources or nothing - Don't cite news about documents, cite documents
- Triple-verify key facts - 3+ independent sources minimum (or override minimum)
- Page numbers always - "p.47 ¶112" not "the document says"
- Document discrepancies - Don't hide conflicting information
- Know the counter-argument - What would defense say?
- Use /document-hunter - Automate free source searching
- Coordinate specialists - Delegate deep dives to researcher variants
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Languages
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.
