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# Skill 仓库 描述 安装量
8251 semgrep semgrep/skills
Semgrep Static Analysis When to Use Semgrep Ideal scenarios: Quick security scans (minutes, not hours) Pattern-based bug detection Enforcing coding standards and best practices Finding known vulnerability patterns Single-file analysis without complex data flow First-pass analysis before deeper tools Consider CodeQL instead when: Need interprocedural taint tracking across files Complex data flow analysis required Analyzing custom proprietary frameworks When NOT to Use Do NOT use this skill f...
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8252 prisma-next prisma/prisma-next
Prisma Next — Router Edit your data contract. Prisma handles the rest. This skill exists to disambiguate vague Prisma Next prompts. When the user hasn't yet committed to a specific workflow (e.g. "help me with Prisma Next" , "explain how Prisma Next works" , "I'm new to PN, where do I start?" ), this skill fires and routes them to the right specific skill. When to Use The user has not yet stated a concrete task. The user types a meta-question about Prisma Next ( "what is Prisma Next?" , "how doe...
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8253 prisma-next-migrations prisma/prisma-next
Prisma Next — Migration Authoring Edit your data contract. Prisma Next plans the migration. You fill in any data transforms. The three-step user model: You edit your data contract. ( prisma-next-contract ) Prisma Next plans the migration for you. ← this skill If a data transform is needed, you edit migration.ts and self-emit. ← this skill Once the contract changes, you choose how the change reaches the database. This skill covers the two paths ( db update and migration plan + migrate ), the migr...
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8254 prisma-next-queries prisma/prisma-next
Prisma Next — Queries Edit your data contract. Prisma handles the rest. Once the contract is emitted and the DB is up to date, this skill covers everything you do with the data: reading, writing, eager-loading relations, aggregating, and the choice between the ORM and the lower-level query lane. When to Use User wants to read, write, update, or delete data. User wants to include / eager-load relations. User wants to paginate, sort, filter, project. User wants to wrap operations in a transaction ...
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8255 statistical-analysis k-dense-ai/scientific-agent-skills
Statistical Analysis Skill Descriptive statistics, trend analysis, outlier detection, hypothesis testing, and guidance on when to be cautious about statistical claims. Descriptive Statistics Methodology Central Tendency Choose the right measure of center based on the data: Situation Use Why Symmetric distribution, no outliers Mean Most efficient estimator Skewed distribution Median Robust to outliers Categorical or ordinal data Mode Only option for non-numeric Highly skewed with outliers (e.g., ...
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8256 roblox-game-development greedychipmunk/agent-skills
Roblox Game Development Skill Description Expert Roblox game developer specializing in Luau scripting, game mechanics, UI/UX design, and monetization strategies. Assists with everything from simple scripts to complex multiplayer experiences. Resource Library This skill includes a comprehensive collection of production-ready resources: 📜 Helper Scripts - Professional utility modules for data management, networking, UI, game flow, and audio 📋 Document Templates - Complete project documentation...
 2.1K
8257 alphagenome-single-variant-analysis google-deepmind/science-skills
Variant Analysis using AlphaGenome Prerequisites Show more Installs 431 Repository google-deepmind…e-skills GitHub Stars 1.2K First Seen May 19, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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8258 plan-crafting sentimony/skills
Plan Crafting Overview Write comprehensive implementation plans assuming the engineer has zero context for the codebase and questionable taste. Document everything they need to know: which files to touch for each task, code, testing, and docs they might need to check. Give them the whole plan as bite-sized tasks. DRY. YAGNI. TDD. Frequent commits. Per-task commits are the working granularity for review gates; the final shape of the history (squash, amend, branch flow) follows the user's git pref...
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8259 release-stable getpaseo/paseo
Release stable Follow the applicable flow and the Stable release (or promotion) completion checklist in docs/release.md end-to-end. Installs 886 Repository getpaseo/paseo GitHub Stars 14.4K First Seen May 21, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass
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8260 n8n-workflow-lifecycle-official n8n-io/skills
n8n Workflow Lifecycle The six stages PLAN. Gather requirements, ask clarifying questions, search for existing workflows / sub-workflows that already do this. BUILD. Write SDK code (with skills: subworkflows, node-config, expressions, code-nodes; readability section below). Use validate_node_config as a side-channel for iteration, debugging, or small single-node edits: clean per-parameter errors without full-graph noise. Not a replacement for validate_workflow in VALIDATE. VALIDATE. validate_wor...
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8261 speckit-implement dceoy/speckit-agent-skills
Spec Kit Implement Skill When to Use The plan and tasks are complete and you are ready to implement. Inputs specs/<feature>/tasks.md and plan.md Optional artifacts: data-model.md , contracts/ , research.md , quickstart.md User constraints (e.g., scope, testing expectations) If tasks are missing or incomplete, ask the user to run speckit-tasks first. Workflow Run .specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks from repo root and parse FEATURE_DIR and AVAILABLE_...
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8262 copy-to-output-directory dotnet/skills
Choosing a CopyToOutputDirectory Mode Overview The CopyToOutputDirectory metadata (and its publish counterpart CopyToPublishDirectory ) controls whether an item — Content , None , EmbeddedResource , or Compile — is copied next to your build output, and under what conditions the copy happens. Picking the wrong mode causes either stale files in bin/ or an unnecessary per-build performance hit. As of MSBuild 17.13 / .NET SDK 9.0.2xx there are four values: Mode Copies when… Incremental cost Typical ...
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8263 zoom-mcp anthropics/knowledge-work-plugins
Zoom MCP Guidance for the bundled Zoom MCP connector in this Claude plugin. Prefer design-mcp-workflow or setup-zoom-mcp first, then route here for tool-surface details, auth expectations, and MCP-specific constraints. Zoom MCP Server This plugin bundles Zoom's hosted MCP server at mcp-us.zoom.us for AI-agent access to: semantic meeting search meeting-linked asset retrieval recording resource retrieval Zoom Docs are exposed through a separate bundled server: zoom-docs-mcp at mcp.zoom.us purpose-...
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8264 ensembl-database google-deepmind/science-skills
Ensembl Database: ID Mapping and Genomic Features Prerequisites uv : Read the uv skill and follow its Setup instructions to ensure uv is installed and on PATH. User Notification : If LICENSE_NOTIFICATION.txt does not already exist in this skill directory then (1) prominently notify the user to check the terms at https://useast.ensembl.org/index.html and https://github.com/Ensembl/ensembl-rest/wiki , then (2) create the file recording the notification text and timestamp. Overview The Ensembl data...
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8265 ito-inference affaan-m/ecc
Itô Inference ito-inference is the sole canonical ECC skill for inference serving on Itô compute. Requests naming ito-serve route here; do not create or install a second ito-serve skill. ECC never SSHes to nodes, downloads weights, launches an engine, or exposes an endpoint; it never books, reserves, or spends. Current production boundary Managed serving is unavailable today. The ECC bridge exposes only login , auth , find , status , and explicitly gated evals . It has no serve verb. The canonic...
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8266 ito-training affaan-m/ecc
Itô Training ito-training is the canonical ECC skill for training on Itô compute. ECC never runs a trainer, scheduler, or data pipeline of its own; it never books, reserves, or spends. This skill chains off a completed booking from ito-compute . Current production boundary Managed training is unavailable today. The ECC bridge exposes only login , logout , auth , find , status , and explicitly gated evals . It has no train verb, and the canonical CLI's run verb and desk training-run backend remai...
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8267 find-models replicate/skills
Always search the API for current models The AI model landscape changes weekly. New models ship constantly and older ones are deprecated or surpassed. Don't rely on model names you've seen before, including names from past conversations or training data. A specific model you "know" may no longer be the best choice, may be slower than newer alternatives, or may not exist anymore. Always start by querying the Replicate API. Use search and collections to discover what's currently available, then re...
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8268 create-datadriven-aspnetcore dotnet/skills
Generate or Scaffold ASP.NET Core Code Generate ASP.NET Core scaffolded code — controllers, views, Razor Pages, Blazor components, Minimal API endpoints. The generated code matches the project's existing CSS framework, layout conventions, and coding patterns. No CLI-based scaffolding/code-generation tools are used; standard dotnet CLI commands for build, restore, and migrations are still expected. When to Use Adding CRUD pages, views, or components for a model in an ASP.NET Core project Scaffold...
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8269 om-integration-tests open-mercato/skills
Integration Tests Generate executable integration tests by exploring the running application — never by guessing selectors or flows — and run existing suites with disciplined, artifact-based failure reporting. This skill deliberately prescribes no environment : how the app starts, which ports it uses, and how a test database is provisioned are the repository's business. Your first job is always to discover that from the repo itself. Workflow Agentic setup — follow references/agentic-setup.md : l...
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8270 living-docs-governance affaan-m/ecc
Living Docs Governance Long-lived projects often rot at the documentation layer first: the README describes an old pipeline, architecture notes describe a refactor that never shipped, and every new session re-derives context that should already be available. Living Docs Governance assigns four non-overlapping roles to the project's existing documentation, links those roles from the active agent harness, and defines small update rules that keep the sources useful. The roles matter; the filenames ...
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8271 principle-build-the-lever backnotprop/pstack
Build the Lever When the work isn't trivial, build the tool that does it instead of doing it by hand. Why: Two payoffs. Throughput: a codemod, generator, or script does the work the same way every time and reruns for free. Confidence: the tool is one artifact a reviewer can read and rerun to check the work. Hand-done changes can only be re-verified by redoing them. A deterministic script turns "trust me" into "run this". Pattern: Default to building the lever. Skip it only when the task is genui...
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8272 tdd backnotprop/pstack
Test-Driven Development Philosophy Core principle : Tests should verify behavior through public interfaces, not implementation details. Code can change entirely; tests shouldn't. Good tests are integration-style: they exercise real code paths through public APIs. They describe what the system does, not how it does it. A good test reads like a specification - "user can checkout with valid cart" tells you exactly what capability exists. These tests survive refactors because they don't care about i...
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8273 principle-make-operations-idempotent backnotprop/pstack
Make Operations Idempotent Design operations so they converge to the correct state regardless of how many times they run or where they start from. Every state-mutating operation should answer: "What happens if this runs twice? What happens if the previous run crashed halfway?" Why: Commands, lifecycle operations, and processing loops run where crashes, restarts, and retries are normal. If partial state changes the next run's outcome, every restart becomes a debugging session. The pattern: Conver...
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8274 principle-minimize-reader-load backnotprop/pstack
Minimize Reader Load Maintainability is the work a reader must do to understand code. Track two axes: Layers to trace. How many indirections sit between the question and the answer. State to hold. How much hidden or mutable context the reader must keep in their head. Why: Code is read far more than it is written. LOC, cyclomatic complexity, and "clean architecture" are proxies. Reader load is the thing that matters. The two axes are independent. A flat file with 50 globals can be as hard to reas...
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8275 principle-separate-before-serializing-shared-state backnotprop/pstack
Separate Before Serializing Shared State When concurrent actors might share mutable state, first ask whether they truly need the same mutable object. If not, eliminate the sharing. When sharing is real, enforce serialization structurally: lockfiles, sequential phases, exclusive ownership. Instructions and conventions are not concurrency control. Why: Concurrent writes to shared state create race conditions that are intermittent, hard to reproduce, and expensive to debug. Telling agents or gorout...
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8276 principle-experience-first backnotprop/pstack
Experience First The product is the experience. Every technical decision either helps or hurts it. When implementation convenience conflicts with user delight, choose delight. Say no to 1,000 things (every feature, control, and option must earn its place) Ship less, ship better (polished experience with three features beats rough one with ten) Prototype before committing (design decisions are cheaper in throwaway HTML than production code) Sweat the details (transitions, alignment, spacing, feed...
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8277 principle-exhaust-the-design-space backnotprop/pstack
Exhaust the Design Space When a novel interaction or architectural decision has no established precedent, explore several concrete alternatives before implementation. Building the wrong thing costs more than exploring three options. The rule. When the right answer is not obvious, build 2-3 competing prototypes or sketches. Compare them side by side. Only then commit. Design it twice is this rule by another name. A second flavor of the first shape does not count. When it applies: Novel UI interac...
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8278 acquire-codebase-knowledge github/awesome-copilot
Acquire Codebase Knowledge Produces seven populated documents in docs/codebase/ covering everything needed to work effectively on the project. Only document what is verifiable from files or terminal output — never infer or assume. Output Contract (Required) Before finishing, all of the following must be true: Exactly these files exist in docs/codebase/ : STACK.md , STRUCTURE.md , ARCHITECTURE.md , CONVENTIONS.md , INTEGRATIONS.md , TESTING.md , CONCERNS.md . Every claim is traceable to source fi...
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8279 paper-lookup k-dense-ai/scientific-agent-skills
Paper Lookup You have access to 10 academic paper databases through their REST APIs. Your job is to figure out which database(s) best serve the user's query, call them, and return the results. Core Workflow Understand the query -- What is the user looking for? A specific paper by DOI? Papers on a topic? An author's publications? Open access PDFs? Full text? This determines which database(s) to hit. Select database(s) -- Use the database selection guide below. Many queries benefit from hitting mu...
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8280 om-fix open-mercato/skills
Apply Fix You are step 3 of an autofix chain ( om-verify-in-repo → om-root-cause → om-fix → om-open-pr → om-auto-review-pr ). The chain is driven end-to-end by the om-auto-fix-issue skill, or by an external flow runner. The previous step ( om-root-cause ) wrote a brief telling you what to change and where. The repo is checked out on an isolated branch in the current working directory. Your job: implement the proposed change, prove it works, and stop. The next step ( om-open-pr ) handles commit/p...
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8281 speckit-constitution dceoy/speckit-agent-skills
Spec Kit Constitution Skill When to Use Initial project setup or when governance principles need updates. Inputs User-provided principles or amendments. Existing .specify/memory/constitution.md and templates. If the request is missing or ambiguous, ask focused questions before proceeding. Workflow You are updating the project constitution at .specify/memory/constitution.md . This file is a TEMPLATE containing placeholder tokens in square brackets (e.g. [PROJECT_NAME] , [PRINCIPLE_1_NAME] ). Your...
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8282 minimal bergside/awesome-design-skills
Minimal Design Design System Skill (Universal) Mission You are an expert design-system guideline author for minimal design. Create practical, implementation-ready guidance that can be directly used by engineers and designers. Brand Style Foundations Visual style: minimal, clean, bold Typography scale: desktop-first expressive scale | Fonts: primary=Open Sans, display=Inter, mono=Inconsolata | weights=100, 200, 300, 400, 500, 600, 700, 800, 900 Color palette: primary, neutral, success, warning, d...
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8283 run-models replicate/skills
Docs Reference: https://replicate.com/docs/llms.txt OpenAPI schema: https://api.replicate.com/openapi.json MCP server: https://mcp.replicate.com Per-model docs: https://replicate.com/{owner}/{model}/llms.txt Set Accept: text/markdown when requesting docs pages for Markdown responses. Workflow Choose the right model - Search with the API or ask the user. Get model metadata - Fetch input and output schema via API. Create prediction - POST to /v1/predictions. Poll for results - GET prediction until...
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8284 teach backnotprop/pstack
No SKILL.md available for this skill. View on GitHub
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8285 swarm backnotprop/pstack
Swarm Process many independent items in parallel. create builds a table handle; run fans work out across rows and merges results back. One row = one unit of work — swarm handles batching automatically. Flow Create. Build a table from a source — files, a glob pattern, or pre-parsed records. One row per item. Returns a handle. Run. Dispatch an instruction template across rows. Results are merged back into the table. Returns { completed, failed, skipped, failures } . Aggregate. Use rows() and plain...
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8286 principle-migrate-callers-then-delete-legacy-apis backnotprop/pstack
Migrate Callers Then Delete Legacy APIs When we decide a new API is the right design, migrate callers and remove the old API in the same refactor wave instead of preserving compatibility layers. Rule: Do not keep legacy API paths alive only because internal callers still exist Inventory callers, migrate them, and delete the old API immediately Treat temporary adapters as exceptional and time-boxed, not default architecture Update tests to assert the new contract, and delete tests that only prote...
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8287 no-comments backnotprop/pstack
No comments Spawn Comment Sicko. Act on accepted findings. Authoring agents defend comments. Defer to Comment Sicko's fresh perspective. Scope Use the caller's files or diff. Otherwise use the current diff against the base branch, default main , including the working tree. Steps Spawn Task with subagent_type: "Comment Sicko" . Pass the scope. Do not restate its rules. Inspect its report and diff. Reject application-code edits, scope escapes, exception-protected deletions, misstated MUST KILL rea...
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8288 recall backnotprop/pstack
The user wants to recall past context about: $ARGUMENTS Use the memory_smart_search MCP tool (provided by the agentmemory server that this plugin wires up automatically via .mcp.json ) with the user's query as the query argument and limit: 10 . The tool runs hybrid BM25 + vector + graph-expanded search over captured observations and returns ranked results. Present the returned results to the user in a readable format: Group by session For each observation show its type, title, and narrative High...
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8289 automate-me backnotprop/pstack
Automate me A guided flow for turning the user's working conventions into a skill agents will follow. The output is one -mode skill tailored to them (e.g. jay-mode , priya-mode ). This skill orchestrates three others: an inline mining pass (see step 1), Cursor's built-in create-skill (authoring), and the unslop skill (prose discipline). It sequences them; it doesn't replace them. Flow 0. Check for an existing skill Look recursively for .cursor/skills//*-mode/SKILL.md and ~/.cursor/skills/*-mode/...
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8290 event-speaker-experience samber/dev-event-organizer-skills
Event Speaker Experience You take care of a speaker who has already said yes. Your input is the acceptance email samber/dev-event-organizer-skills@event-talk-selection has just sent, and specifically its closing line: "What you get: {the perks exactly as the call stated them}. What we need next: {confirmation, bio, headshot, slide deadline, travel or A/V details}." You start there. Your output is a speaker who arrives knowing what happens when, delivers without an equipment surprise, agreed in w...
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8291 event-volunteer-experience samber/dev-event-organizer-skills
Event Volunteer Experience You look after the people samber/dev-event-organizer-skills@event-volunteers already recruited, in the two windows that skill leaves alone: the hours they are not standing at a post, and the weeks after the event ends. Two inputs, neither of them yours to write: a finished shift grid, and a general hospitality standard. Three outputs: an off-duty plan a volunteer can actually use a volunteer-specific hospitality top-up a closed edition - thanked, recorded under a reten...
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8292 event-code-of-conduct samber/dev-event-organizer-skills
Event Code of Conduct You design the policy and the machine that enforces it for a single, dated, physically located event. The deliverable is two things, never one: a published document, and a pipeline of named people who can act on a report before the event ends. A code of conduct with no pipeline behind it is the failure this skill exists to prevent. It signals the stated values are decorative, and it spends a reporter's trust on a channel that answers nothing. confcodeofconduct.com , the tem...
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8293 event-venue-sourcing samber/dev-event-organizer-skills
Event Venue Sourcing You are a venue sourcing and negotiation advisor for technical events. Find the space, prove it meets a written requirement sheet, and negotiate terms the organizer can live with - for a conference, a hackathon, or a multi-day event with satellite sites. You do not decide whether to grow, which date to pick, or what insurance to buy. Those decisions arrive from siblings and you execute against them. Two things this skill will not supply Venue prices - venue rates are quoted ...
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8294 event-team-structure samber/dev-event-organizer-skills
Event Team Structure You are an organizational designer for the standing teams behind recurring technical events - conferences, meetups, hackathons. Design the structure that exists between editions: who holds which authority, how new organizers come in, how leaders hand over, and when volunteer effort must become paid work. You never re-derive first-edition team formation (that belongs to samber/dev-event-organizer-skills@event-first-edition ) and never plan the day-of volunteer workforce. One ...
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8295 event-accessibility-inclusion samber/dev-event-organizer-skills
Event Accessibility and Inclusion You decide the functional provision set: whether an access provision is needed, how many, sized for what, published where, and who is accountable for it on the day. Siblings execute what you decide - samber/dev-event-organizer-skills@event-production delivers captioning and hearing loops technically, samber/dev-event-organizer-skills@event-venue-sourcing checks candidate venues against the criteria you write, samber/dev-event-organizer-skills@event-vendor-sourci...
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8296 event-production samber/dev-event-organizer-skills
Event Production You own the technical execution layer: the signal path from a speaker's mouth and laptop to a room's projector, a recording file, and - sometimes - a live stream. Everything upstream arrives decided: samber/dev-event-organizer-skills@event-format-selection decides whether the event is hybrid or streamed at all. samber/dev-event-organizer-skills@event-schedule-design fixes which room at which hour. samber/dev-event-organizer-skills@event-speaker-experience collects what each talk...
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8297 event-feedback samber/dev-event-organizer-skills
Event Feedback You design and run the collection of feedback from the people who came: attendees, speakers, sponsors, and - at a hackathon - mentors and judges. You own the instrument, the channel, the timing, the response-rate tactics, and what goes back to respondents. You close with findings someone else acts on. You never look inward. samber/dev-event-organizer-skills@event-debrief runs the organizing team's own retrospective, and states the boundary from its side: this skill collects from p...
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8298 event-speaker-sourcing samber/dev-event-organizer-skills
Event Speaker Sourcing You find the speakers a call for papers will not bring in, and you qualify them well enough that someone else can write a credible invitation. Your output is a ranked shortlist with the reasoning attached to every name: not a message, not a booking. You do not act outside this skill's boundary: You do not write or send anything to a candidate: personalization, value framing, follow-up cadence and fee negotiation belong to samber/dev-event-organizer-skills@event-speaker-col...
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8299 event-continuous-improvement samber/dev-event-organizer-skills
Event Continuous Improvement You own everything that crosses editions of a recurring technical event: Detect a trend across two or more dated debrief logs. Separate the findings that are noise from the ones that are signal. Persist the aggregate learning log. Audit that log so it stays trustworthy. Close the loop back to whoever owns the change. One edition is not yours. samber/dev-event-organizer-skills@event-debrief runs the retrospective on one finished edition and hands you its dated log. It...
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8300 principle-test-behavior-not-implementation backnotprop/pstack
Test Behavior, Not Implementation A test calls the code the way its users do and asserts the result they observe against a literal expected value. A test that asserts which calls the code made, or restates a constant the code contains, does neither. The check: before you keep a test, ask whether it would still pass if every function it imports returned undefined . If yes, it observes no behavior and cannot fail for a defect. Rewrite the assertion or delete the test. Why: A test that cannot fail ...
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