SKILL RADAR · GITHUB
Useful agent skills, ranked by real adoption.
Browse verified skills from public repositories. Compare what each skill does, package contents, install activity, and source evidence before adding it to your agent.
- CATALOG SCOPE
- VERIFIED
- skills
- 10,772
- repositories
- 1711
- last synced
- Sep 23, 2026
backnotpropfigure-it-out
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away. Scales rigor to the task, runs a hypothesis loop, and logs decisions via show-me-your-work. Use for /figure-it-out, 'figure it out', a large migration, or when no narrower playbook applies.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotprophow
Use for \"how does X work\", code walkthroughs before changing something, and placement / ownership / layering questions (\"where should this live\", \"which package owns this\", \"is this the right layer\"). Explains subsystem architecture, runtime flow, onboarding mental models. Use why for motivation.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropno-comments
Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-encode-lessons-in-structure
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-exhaust-the-design-space
Apply when facing a novel UI interaction or architectural decision with no precedent in the codebase. Build 2-3 competing prototypes and compare side by side before committing.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-guard-the-context-window
Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payloads.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-laziness-protocol
Apply when refactoring, evaluating diff size, or tempted to add abstractions, layers, or signal threading. Bias toward deletion and the smallest change that solves the problem.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-migrate-callers-then-delete-legacy-apis
Apply when introducing a new internal API while old callers still exist. Migrate callers and delete the old API in the same wave instead of preserving compatibility layers.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-outcome-oriented-execution
Apply during planned rewrites and migrations with explicit phase boundaries. Converge on the target architecture; don't preserve smooth intermediate states with throwaway compatibility code.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-prove-it-works
Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropprinciple-type-system-discipline
Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to the compiler, exhaust variants, derive from authoritative schemas.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotproprecall
Reconstruct your recent working context from your own chat history, live state, and the shared record (user reports, prior fixes, incidents), then hand back a tight current-state brief. Use for 'recall my work on X', 'catch me up', 'what have I been working on', 'where did I leave off', before starting or resuming work.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropreflect
Spawn three parallel review subagents over the active transcript, surface learnings, and route each to a concrete edit on an existing skill. Use when the user says reflect.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropsetup-pstack
Configure which models pstack uses per role and at what reasoning budget. Detects your available models and writes an always-applied rule that overrides the skill defaults. Use for /setup-pstack, "configure pstack models", "pstack budget", or changing pstack's model choices.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropteach
Explain a body of work plainly so a person actually understands it. Runs the how and why skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
backnotpropwhy
Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
- installs
- 1
- GitHub stars
- 354
- Updated
- Sep 14
mindrallyodoo-development
Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture
- installs
- 1
- GitHub stars
- 260
- Updated
- Sep 3
aliyunalibabacloud-sls-query
Alibaba Cloud SLS (Simple Log Service) log query & analysis skill. Use this skill to help users write, explain, optimize, execute, or troubleshoot SLS index search, SQL analytics, and SPL scan/pipeline statements through the aliyun CLI. Triggers: "SLS 查询", "SLS 分析", "日志查询", "日志分析", "log query", "analyze sls logs", "aliyun log query".
- installs
- 1
- GitHub stars
- 249
- Updated
- Sep 19
patternsdevreact-selective-hydration
Teaches selective hydration combined with streaming SSR in React 18+. Use when you need to prioritize hydrating interactive components while streaming the rest of the page.
- installs
- 1
- GitHub stars
- 250
- Updated
- Apr 15
marvkrbetter-design
Build, improve, and review production interfaces with the Better Design MCP. Use for frontend design, UI, UX, interactions, flows, forms, navigation, components, styling, design systems, accessibility, responsive layouts, motion, React Native, Expo, Shopify, Three.js, and product video work, especially when creating, redesigning, polishing, or reviewing an interface.
- installs
- 1
- GitHub stars
- 239
- Updated
- Aug 20
entireiowhat-happened
Explain why code looks the way it does by tracing the latest change for a file range or pasted snippet through git blame and deduplicated entire checkpoint explain lookups. Use when the user asks what happened, says "tell me why" about a code block, is confused about a section of code, asks "wtf is going on", "why is this like this", "why was this changed", or wants provenance for a specific file block.
- installs
- 1
- GitHub stars
- 223
- Updated
- Sep 5
sammcjwriting-documentation-with-diataxis
Applies the Diataxis framework to create or improve technical documentation. Use when being asked to write high quality tutorials, how-to guides, reference docs, or explanations, when reviewing documentation quality, or when deciding what type of documentation to create. Helps identify documentation types using the action/cognition and acquisition/application dimensions.
- installs
- 1
- GitHub stars
- 161
- Updated
- Sep 15
slackapislack-cli
Use when a developer works with the Slack CLI (slack command) to create, run, or manage a Slack app from the terminal: logging in or authenticating (slack login), adding a team or switching workspaces, running locally (slack run), deploying, editing the app manifest, calling Web API methods (slack api), or searching Slack docs (slack docs search).
- installs
- 1
- GitHub stars
- 132
- Updated
- Sep 10
raintree-technologyhig-components-dialogs
- Apple HIG guidance for presentation components including alerts, action sheets, popovers, sheets, and digit entry views. Use this skill when the user says "should I use an alert or a sheet," "how do I show a confirmation dialog," "when should I use a popover," "my modals are annoying users," or asks about alert design, action sheet, popover, sheet, modal, dialog, digit entry, confirmation dialog, warning dialog, modal presentation, non-modal content, destructive action confirmation, or overlay UI patterns. Cross-references: hig-components-menus, hig-components-controls, hig-components-search, hig-patterns.
- installs
- 1
- GitHub stars
- 129
- Updated
- Sep 11