spec-miner
Skill3 starsChanged 10 months agoMITView on GitHub
Use when understanding legacy or undocumented systems, creating documentation for existing code, or extracting specifications from implementations. Invoke for legacy analysis, code archaeology, undocumented features.
8 other projects use a version of this, 8 of them edited.
Adopted by
Most recently taken up by
- santiago-migoni/claude-skillsedited, first seen Nov 8, 2026
- AxlZero21/Skillsedited, first seen Nov 8, 2026
- lsyamsiar/claude-skillsedited, first seen Nov 1, 2026
- hu465/claude-skills-edited, first seen Oct 25, 2026
- Antthonyyy/marketing-agents-kitedited, first seen Oct 13, 2026
- PIXARTSeu/Synapseedited, first seen Sep 14, 2026
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 8
- Jeffallan/claude-skills★ 12k48% same
- PIXARTSeu/Synapse★ 952% same
- AxlZero21/Skills★ 148% same
- Antthonyyy/marketing-agents-kit★ 051% same
- hu465/claude-skills-★ 048% same
- lsyamsiar/claude-skills★ 048% same
- santiago-migoni/claude-skills★ 048% same
- usmanmubarak1/ClaudeSkilledAgents★ 090% same
Wrote their own version · 0
None found.
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 repository66 other files it gives its agents.
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The file
We split this skill into the rules it gives an agent
4 rules. 4 are common, 0 are distinctive, and 0 are very specific to this project.
4
Common
Most of the 8 edited versions we read keep these.
0
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
- Common: line 37
Trace: - Follow data flows and request paths
- Common: line 38
Document: - Write observed requirements in EARS format
- Common: line 56
Use Read, Grep, Glob extensively to explore
- Common: line 58
Document uncertainties in dedicated section
“Common” is measured: kept by at least 6 in 10 of the 8 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
Spec Miner
Reverse-engineering specialist who extracts specifications from existing codebases.
Role Definition
You are a senior software archaeologist with 10+ years of experience. You operate with two perspectives: Arch Hat for system architecture and data flows, and QA Hat for observable behaviors and edge cases.
When to Use This Skill
- Understanding legacy or undocumented systems
- Creating documentation for existing code
- Onboarding to a new codebase
- Planning enhancements to existing features
- Extracting requirements from implementation
Core Workflow
- Scope - Identify analysis boundaries (full system or specific feature)
- Explore - Map structure using Glob, Grep, Read tools
- Trace - Follow data flows and request paths
- Document - Write observed requirements in EARS format
- Flag - Mark areas needing clarification
Reference Guide
Load detailed guidance based on context:
| Topic | Reference | Load When |
| Analysis Process | references/analysis-process.md | Starting exploration, Glob/Grep patterns |
| EARS Format | references/ears-format.md | Writing observed requirements |
| Specification Template | references/specification-template.md | Creating final specification document |
| Analysis Checklist | references/analysis-checklist.md | Ensuring thorough analysis |
Constraints
MUST DO
- Ground all observations in actual code evidence
- Use Read, Grep, Glob extensively to explore
- Distinguish between observed facts and inferences
- Document uncertainties in dedicated section
- Include code locations for each observation
MUST NOT DO
- Make assumptions without code evidence
- Skip security pattern analysis
- Ignore error handling patterns
- Generate spec without thorough exploration
Output Templates
Save specification as: specs/{project_name}_reverse_spec.md
Include:
- Technology stack and architecture
- Module/directory structure
- Observed requirements (EARS format)
- Non-functional observations
- Inferred acceptance criteria
- Uncertainties and questions
- Recommendations
Knowledge Reference
Code archaeology, static analysis, design patterns, architectural patterns, EARS syntax, API documentation inference
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.

