understand
Skill0 starsChanged 4 months agoNo licenceView on GitHub
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
- Deletes or force-pushes
- Installs packages
18 other projects use a version of this, 2 of them edited.
Adopted by
Most recently taken up by
- sogud/skillstheir own version, first seen Nov 8, 2026
- thoughtbot/rails-consultanttheir own version, first seen Nov 8, 2026
- taljeon/plzdotheir own version, first seen Nov 1, 2026
- stevepolitodesign/skillstheir own version, first seen Oct 14, 2026
- jayden-dang/skillstheir own version, first seen Oct 13, 2026
- fcescob/understandtheir own version, first seen Oct 13, 2026
Used with
Projects with it also use graph, ship and 1 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.
atopileSkillgraph
How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup. Use when working with low-level graph APIs, memory management, or building systems that traverse the instance graph.
Also in 3 projects that use this
AWSSkillship
Finalize dev work on an issue branch — update docs, push, and open a PR.
Also in 3 projects that use this
Google CloudSkilltriage
Gather context on a change or bug and plan the implementation.
Also in 3 projects that use this
Other versions18 projects use a version of this.
Word for word · 1
- karanmrn/claude-skills★ 0100% same
Edited · 2
- MovGP0/Skills★ 174% same
- williamcorrea23/sap-router-skill★ 183% same
Wrote their own version · 15
- smallnest/goal-workflow★ 283same name
- bjcoombs/ai-native-toolkit★ 32same name
- thoughtbot/rails-consultant★ 29same name
- agoodway/.claude★ 11same name
- stevepolitodesign/skills★ 10same name
- taljeon/plzdo★ 9same name
- fcescob/understand★ 4same name
- digitaldreams/tuhin★ 3same name
- jkjackson2000/understand★ 2same name
- jayden-dang/skills★ 1same name
5 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 repository85 other files it gives its agents.
- AGENTS.mdAGENTS.md
- agents-sdkSkill
- ai-visibility-for-small-sitesSkill
- ce-brainstormSkill
- ce-code-reviewSkill
- ce-commit-push-prSkill
- ce-commitSkill
- ce-compound-refreshSkill
- ce-compoundSkill
- ce-debugSkill
- ce-doc-reviewSkill
- ce-dogfood-betaSkill
- ce-ideateSkill
- ce-optimizeSkill
- ce-planSkill
- ce-polishSkill
- ce-product-pulseSkill
- ce-promoteSkill
- ce-proofSkill
- ce-resolve-pr-feedbackSkill
- ce-riffrec-feedback-analysisSkill
- ce-setupSkill
- ce-simplify-codeSkill
- ce-strategySkill
- ce-test-browserSkill
- ce-test-xcodeSkill
- ce-workSkill
- ce-worktreeSkill
- cloudflare-email-serviceSkill
- cloudflareSkill
- computer-useSkill
- conjecture-to-careSkill
- dogfoodSkill
- domain-availability-checkerSkill
- durable-objectsSkill
- agent-introspection-debuggingSkill
- agent-sortSkill
- api-designSkill
- article-writingSkill
- backend-patternsSkill
- brand-discoverySkill
- brand-voiceSkill
- coding-standardsSkill
- competitive-platform-analysisSkill
- competitive-report-structureSkill
- content-engineSkill
- crosspostSkill
- e2e-testingSkill
- eval-harnessSkill
- frontend-patternsSkill
- frontend-slidesSkill
- investor-materialsSkill
- investor-outreachSkill
- market-researchSkill
- mcp-server-patternsSkill
- product-capabilitySkill
- security-reviewSkill
- tdd-workflowSkill
- verification-loopSkill
- video-editingSkill
- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
62 rules. 0 are common, 22 are distinctive, and 40 are very specific to this project.
0
Common
Most of the 15 edited versions we read keep these.
22
Distinctive
This author's own choices. Worth a look.
40
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 15 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.
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