idea-refine
Skill4 starsChanged 4 months agoLicence not identifiedView on GitHub
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a plan, or when you want to expand options before converging on one. Triggers on "ideate", "refine this idea", or "stress-test my plan".
We split this skill into the rules it gives an agent
14 rules. 7 are common, 0 are distinctive, and 7 are very specific to this project.
7
Common
Most of the 53 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
7
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — 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 53 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.
Other versions60 projects use a version of this.
Word for word · 0
None found.
Edited · 49
- addyosmani/agent-skills★ 112k85% same
- rizqinrr/viserys-agent★ 560100% same
- shashankswe2020-ux/whoop-mcp★ 17498% same
- vinvcn/addyosmani-agent-skills-zh★ 4618% same
- sampleXbro/agentsmesh★ 2499% same
- jaskirat1616/grok-skills★ 22100% same
- HK-hub/AgentSkills★ 6100% same
- lza6/claw-code-tingfeng★ 598% same
- ddddjaak/ae-skills★ 499% same
- Marvellbrazil/my-agentic-skills★ 4100% same
39 more not listed
Wrote their own version · 11
- seven0813/Idea-Copilot★ 3same name
- codexskills/agent-forge★ 2same name
- GuillemRoca/agent-skills-android★ 2same name
- Aleksandr-Litvinenko/agent-skills-ru★ 1same name
- buildpad-ai/skills★ 1same name
- celestialdust/achilles-skills★ 1same name
- Chrike/coding-agent-skills★ 1same name
- juandelossantos/another-agent-skills★ 1same name
- zieang88888/zhskills★ 1same name
- agent-packs/registry★ 0same name
1 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.
Used alongsideProjects with it also use constraint-driven-development, observability-and-instrumentation and 5 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.
MrCipherSmithSkillconstraint-driven-development
Use when a project needs a persistent, measurable quality bar — starting a project without documented standards, 'set up constraints', or when coverage/perf/a11y thresholds get re-debated per-PR. Produces CONSTRAINTS.md with enforceable numbers, ratchets, and a guard against silent weakening. NOT for throwaway prototypes or a one-off CI setup.
Also in 17 projects that use this
HK-hubSkillobservability-and-instrumentation
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.
Also in 32 projects that use this
OpenAISkillsecurity-best-practices
Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.
Also in 3 projects that use this
AnasX7Skillminimalist-ui
Clean editorial-style interfaces. Warm monochrome palette, typographic contrast, flat bento grids, muted pastels. No gradients, no heavy shadows.
Also in 4 projects that use this
CloudflareSkillreceiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
Also in 6 projects that use this
PostHogSkillkarpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria. Based on https://github.com/multica-ai/andrej-karpathy-skills.
Also in 4 projects that use this
In this repository29 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- api-and-interface-designSkill
- ci-cd-and-automationSkill
- code-review-and-qualitySkill
- code-simplificationSkill
- context-engineeringSkill
- debugging-and-error-recoverySkill
- deprecation-and-migrationSkill
- documentation-and-adrsSkill
- doubt-driven-developmentSkill
- git-workflow-and-versioningSkill
- incremental-implementationSkill
- interview-meSkill
- performance-optimizationSkill
- planning-and-task-breakdownSkill
- security-and-hardeningSkill
- shipping-and-launchSkill
- source-driven-developmentSkill
- spec-driven-developmentSkill
- test-driven-developmentSkill
- using-agent-skillsSkill
- zynk-pre-release-auditSkill
- debugging-difficult-bugsSkill
- pr-explainerSkill
- pr-splitterSkill
- smoke-testSkill
- zynk-docsSkill
- zynkSkill
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