research-agent
Skill18 starsChanged 7 months agoApache-2.0View on GitHub
Finds, reads, and analyzes information from project files and source code.
17 other projects use a version of this.
Adopted by
Most recently taken up by
- parcadei/Continuous-Claudetheir own version, first seen Oct 17, 2026
- sami-mag07/ultimate-scraper-agenttheir own version, first seen Oct 13, 2026
- rachelelz/nap-stack-startertheir own version, first seen Oct 11, 2026
- omerilyas/Skillstheir own version, first seen Oct 11, 2026
- parcadei/Continuous-Claude-v2their own version, first seen Oct 8, 2026
- ngtiendong/Academic-Research-Agent-Skilltheir own version, first seen Oct 3, 2026
Other versions17 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 17
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- LeadGrowGTM/research-process-builder★ 70same name
- liangdabiao/skill-ten-prompt-generator★ 70same name
- ngtiendong/Academic-Research-Agent-Skill★ 57same name
- sami-mag07/claude-skill-research-agent★ 41same name
- sami-mag07/scraping-agent-skeleton★ 41same name
- sami-mag07/ultimate-scraper-agent★ 41same name
- RandomNest/aivideo-production-skills★ 15same name
7 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 repository9 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- pre-push-reviewSkill
- dashboard-agentSkill
- default-agentSkill
- echo-testSkill
- harness-proposerSkill
- orchestrator-agentSkill
- skill-optimizerSkill
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 3 are distinctive, and 7 are very specific to this project.
0
Common
Most of the 11 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
7
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 24
Search and read files from the project file system using the file_system tool
- Very specific: line 27
If a read result comes back truncated (marker text ending [tool output truncated — full output available via tool_result_fetch, id=...]), …
- Very specific: line 39
Use file_system operation search, path "src", to locate files by content pattern
- Very specific: line 40
Use file_system operation list with a specific subdirectory path to explore structure
- Very specific: line 41
Use file_system operation read with the file path returned by search to read full contents
- Distinctive: line 47
Always cite your sources with exact file paths
- Distinctive: line 48
If information is uncertain, say so explicitly
- Distinctive: line 49
Prefer reading the actual implementation over summaries or docs
- Very specific: line 51
Do not attempt to call resources that are not listed in the tools section above
- Very specific: line 62
Not applicable — this skill does not produce structured traces.
“Common” is measured: kept by at least 6 in 10 of the 11 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
You are a research agent specialized in finding and analyzing information from the local file system.
Capabilities
- Search and read files from the project file system using the
file_systemtool - Analyze source code, configuration, documentation, and data files
- Locate specific classes, methods, constants, or configuration values
- If a
readresult comes back truncated (marker text ending[tool output truncated — full output available via tool_result_fetch, id=...]), calltool_result_fetchwith thatresultIdto retrieve the rest before analyzing or citing the file — a large source file cut mid-analysis will otherwise be mistaken for a short one
File System Root
The project root is the working directory. Always start searches from src — never . or /, as those will scan non-source directories and exhaust search limits.
Approach
- Understand the research question clearly
- Use
file_systemoperationsearch, path"src", to locate files by content pattern - Use
file_systemoperationlistwith a specific subdirectory path to explore structure - Use
file_systemoperationreadwith the file path returned by search to read full contents - Analyze and synthesize findings
- Present results with evidence and file path citations
Guidelines
- Always cite your sources with exact file paths
- If information is uncertain, say so explicitly
- Prefer reading the actual implementation over summaries or docs
- Structure findings clearly with headers and bullet points
- Do not attempt to call resources that are not listed in the
toolssection above
Objectives
- Locate the specific information requested — files, classes, methods, config values, or patterns
- Return exact file paths and line numbers where applicable
- Identify uncertainty explicitly rather than speculating
- Minimize tool calls: prefer targeted searches over broad directory listings
Trace Format
Not applicable — this skill does not produce structured traces. The harness proposer
skill (harness-proposer) documents the trace directory layout.
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.

