explain-code
Skill13 starsChanged 7 months agoMITView on GitHub
Explains code with analogies and visual diagrams. Use when the user asks how code works, wants to understand a codebase, or uses phrases like "explain", "how does this work", "walk me through".
48 other projects use a version of this.
Adopted by
Most recently taken up by
- bradydwardai/claude-skillstheir own version, first seen Nov 8, 2026
- renzrollon/interlocktheir own version, first seen Nov 5, 2026
- jorgenschaefer/skillstheir own version, first seen Nov 1, 2026
- sergerad/skillstheir own version, first seen Nov 1, 2026
- rpraharaj/ai-sdlctheir own version, first seen Nov 1, 2026
- datnt97/claude-skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use explore-codebase, write-tests and 7 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.
srclightSkillexplore-codebase
This skill should be used when the user asks to "explore this codebase", "understand this project", "give me an overview", "how does this work", "onboard me", "walk me through the architecture", "map the codebase", or any request to understand a codebase's structure, architecture, or design.
Also in 3 projects that use this
SentrySkillwrite-tests
Write tests following project conventions. Use when adding new tests or modifying existing ones.
Also in 6 projects that use this
silvainfmSkillcopy-editing
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.
Also in 3 projects that use this
silvainfmSkillpricing-strategy
When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy.
Also in 3 projects that use this
SentrySkillmarketing-psychology
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.
Also in 3 projects that use this
Google CloudSkillopen-pr
Commits local changes to a new Git branch and opens a GitHub pull request through the configured GitHub MCP server. Use when proposing code changes in a new pull request. Don't use for local-only commits without a remote GitHub repository.
Also in 3 projects that use this
Other versions48 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 48
- AgnosticUI/agnosticui★ 833same name
- renzrollon/interlock★ 61same name
- Integralist/agent-skills★ 23same name
- zbruhnke/claude-code-starter★ 16same name
- sidkh/skills★ 8same name
- bsene/skills★ 7same name
- holt-os/holt★ 7same name
- viknesh20-20/claude-code-tool-kit★ 7same name
- electronx/wiredkits-free★ 5same name
- Akindu23/my-agent-skills★ 4same name
38 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 repository19 other files it gives its agents.
- agent-auditSkill
- codebase-auditSkill
- commitSkill
- design-and-specSkill
- dispatching-parallel-agentsSkill
- doc-driftSkill
- execution-planningSkill
- post-implementationSkill
- pushSkill
- python-auditSkill
- receiving-code-reviewSkill
- subagent-driven-developmentSkill
- systematic-debuggingSkill
- terraform-auditSkill
- test-driven-developmentSkill
- trace-codeSkill
- typescript-auditSkill
- verification-before-completionSkill
- writing-plansSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 41 edited versions we read keep these.
3
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
- Distinctive: line 6
When explaining code, always structure the response in this order:
- Distinctive: line 29
Call out one common mistake, misconception, or edge case that trips people up with this code.
- Distinctive: line 33
Keep the tone conversational.
“Common” is measured: kept by at least 6 in 10 of the 41 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
When explaining code, always structure the response in this order:
1. One-sentence summary
State what the code does in plain English — no jargon.
2. Analogy
Compare it to something from everyday life. Make it concrete and relatable.
3. ASCII diagram
Draw the flow, structure, or relationships visually. Examples:
[Input] → [Transform] → [Output]
┌──────────┐ ┌──────────┐
│ Module A │────▶│ Module B │
└──────────┘ └──────────┘4. Step-by-step walkthrough
Trace through the code as if it were executing. Reference specific line numbers when pointing to important parts.
5. The gotcha
Call out one common mistake, misconception, or edge case that trips people up with this code.
Keep the tone conversational. For very complex concepts, use two analogies — one simple, one more technical. Prioritise clarity over completeness.
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
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