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akillness

@akillness source repo

357 published skills · page 3 of 4

  1. ▌
    Security Best Practices · akillness bundle
    Routing-first skill for web/application/API hardening. Use when the main job is classifying which security layer is missing — browser/perimeter policy, session/cookie/CSRF, abuse controls, validation/unsafe execution, secrets/runtime config, or verification — and turning vague OWASP/security asks into one concrete hardening brief. Route auth-stack choice to `authentication-setup`, schema work to `database-schema-design`, code-level bug fixing to `debugging` / `code-review`, and environment wiring to `system-environment-setup`.
    42 repo stars
  2. ▌
    Monitoring Observability · akillness bundle
    Route observability work from the current packet into one monitoring brief. Use when the main job is deciding service-health signals, telemetry rollout, dashboard/alert coverage, pipeline freshness/schema monitoring, or game live-ops visibility; choosing between service reliability, telemetry foundation, review audit, data/pipeline, and live-ops modes; and naming one smallest implementation slice. Route outage-log root cause to `log-analysis`, code-level failure isolation to `debugging`, bottleneck tuning to `performance-optimization`, rollout execution to `deployment-automation`, LLM-specific tracing to `langsmith`, and engine-profiler interpretation to `game-performance-profiler`.
    42 repo stars
  3. ▌
    Performance Optimization · akillness bundle
    Route performance work from the artifact people already have into one measurement-led tuning brief. Use when the main job is locating the tightest latency, throughput, memory, bundle-size, or frame-budget bottleneck; choosing the right trace, query plan, load-test result, profiler capture, or CWV report; naming one bottleneck; and recommending one or two bounded optimizations with before/after verification. Route telemetry rollout to monitoring-observability, correctness diagnosis to debugging, structural cleanup to code-refactoring, validation-policy design to testing-strategies, and engine-specific capture interpretation to game-performance-profiler.
    42 repo stars
  4. ▌
    System Environment Setup · akillness bundle
    Build reproducible developer environments for real projects: local toolchains, runtime versions, Docker Compose or dev containers, onboarding flows, local service parity, bootstrap scripts, and environment troubleshooting. Use when the user needs a repo to run consistently across machines, containers, or staged environments, even if they only say setup dev environment, onboarding, Docker, devcontainer, local parity, bootstrap, or make this runnable. This is the canonical broader environment-setup skill. Route narrower `.env` and app-config questions to `environment-setup`.
    42 repo stars
  5. ▌
    Unity Gamedev Skill Pack · akillness bundle
    Evaluate and adopt Unity game-development skill packs from external repositories into a safe, reusable local package. Use when maintainers want to import game-dev workflows (Addressables, Cinemachine, GAS, VContainer, UniTask, Wwise, etc.) without blindly trusting third-party prompts.
    42 repo stars
  6. ▌
    Article Prompts To Skills · akillness bundle
    Convert an article, tutorial, or prompt pack into focused reusable AgentSkills, one independent capability per skill, with portable instructions, example prompts, working demos, preview screenshots, validation, gallery updates, and a narrow commit. Use when the user asks to turn an article's prompts, tutorial sections, design patterns, interactions, or workflow ideas into complete skills rather than leaving them as prose.
    42 repo stars
  7. ▌
    Design First UI Prompting · akillness bundle
    Use when you need design-first, spec-driven, skimmable prompts for UI generation. Covers prompt structure, constraints, variations, typography/spacing rules, and iteration workflow for consistent UI outputs.
    42 repo stars
  8. ▌
    Game Demo Feedback Triage · akillness bundle
    Triage mixed game demo and playtest feedback into a prioritized fix brief, weighted evidence summary, and next artifact recommendation. Use when a team has playtest notes, Steam Playtest responses, creator or streamer demo reactions, survey comments, wishlist/context signals, bug lists, or performance findings and needs to decide what to fix first before the next build, festival, or launch beat, even if they only say "sort our playtest feedback", "what should we fix before Next Fest", "players are confused", "streamers bounced off the demo", or "turn these demo notes into priorities".
    42 repo stars
  9. ▌
    Game Performance Profiler · akillness bundle
    Route Unity and Unreal frame-time complaints into one bottleneck-first profiling brief. Use when the main job is interpreting profiler screenshots, `stat unit` / `stat gpu` output, benchmark-route complaints, or Steam Deck / target-device review packets; choosing the smallest useful next capture; naming one primary bottleneck family; and deciding whether to stay with quick packets, move to an engine-native profiler, or escalate further. Route generic app/service tuning to `performance-optimization`, build/editor/package failures to `game-build-log-triage`, broader game-production coordination to `bmad-gds`, and mixed demo/community feedback to `game-demo-feedback-triage`.
    42 repo stars
  10. ▌
    Remotion Video Production · akillness bundle
    Compatibility alias for `video-production` when a prompt, setup surface, or legacy workflow explicitly asks for Remotion video production. Use when the request names Remotion, React-based video rendering, compositions, scene components, or a legacy `remotion-video-production` catalog entry, but the real workflow is still the canonical programmable-video lane. Prefer `video-production` for general use. Triggers on: remotion-video-production, Remotion render pipeline, React video composition, migrate old Remotion skill.
    42 repo stars
  11. ▌
    Scientific LLM Benchmarks · akillness bundle
    A comprehensive reference of benchmarks for evaluating large language models on scientific reasoning and discovery.
    42 repo stars
  12. ▌
    Unity Technologies Skills · akillness bundle
    Audit, selectively install, route, and maintain the official Unity-Technologies/skills collection for Unity Editor, CLI, UI, rendering, physics, localization, multiplayer, UGS, IAP, and LevelPlay workflows. Use when the user explicitly names Unity-Technologies/skills, Unity Skills, or the official Unity agent-skill pack; wants its real inventory; needs a pinned selective install or refresh; must choose the correct upstream sub-skill; or needs to validate the pack before adoption. Inspect actual skill directories, support files, frontmatter, license, and destination collisions before any copy. Require separate approval before Editor or module installation, live C# evaluation, project mutation, cloud deployment, billing, ads, source-control publication, or credential use. Route generic third-party Unity pack curation to `unity-gamedev-skill-pack`, CLI-only work to `unity-cli`, build failures to `game-build-log-triage`, and game CI design to `game-ci-cd-pipeline`.
    42 repo stars
  13. ▌
    Git Guardrails Claude Code · akillness
    Installs Claude Code PreToolUse safeguards against destructive Git commands; use to protect repositories, not for general Git workflow guidance.
    42 repo stars
  14. ▌
    Higgsfield Game Generation · akillness bundle
    Compatibility alias and read-only drift auditor for Higgsfield's retired or missing `higgsfield-game-generation` name. Use when, and only when, a prompt, search result, installed catalog, or stale command explicitly names that skill; when `higgsfield game ...` conflicts with the checked-in tree; or when ownership between the exact skill and `higgsfield-websites --type game` must be resolved. Audit the upstream tree, record the commit and evidence, then hand ordinary game planning, creation, editing, testing, asset generation, deployment, and marketplace publication to the current checked-in owner. Prefer `higgsfield-websites` for ordinary Higgsfield game work. Route provider-neutral browser games to `web-game-development` and multiplayer authority design to `multiplayer-game-architecture`.
    42 repo stars
  15. ▌
    Stitched Full Page Capture · akillness bundle
    Capture or repair reliable full-page screenshots for lazy-loaded, scroll-animated, Framer, WebGL/canvas, or reveal-heavy web pages. Use when full-page screenshots are blank, gray, white, sparse, show a tiny content strip, disagree with a working scroll video, or when article evidence/section crops must be derived from a trustworthy full-page image.
    42 repo stars
  16. ▌
    Audit Reference Originality · akillness bundle
    Audit a website or digital experience against its supplied source references for originality and plagiarism risk. Use when Codex must compare current or historical site output with reference pages, capture packs, screenshots, copy, brands, numbers, images, assets, videos, layouts, motion, or code; raise evidence-backed red flags; distinguish common visual grammar from distinctive copying; and propose concrete fixes without making unsupported legal claims.
    42 repo stars
  17. ▌
    HTML To Interaction Prompts · akillness bundle
    Convert a supplied HTML page or generated HTML reference into a screenshot-backed article containing multiple reusable interaction prompts. Use when the user provides an HTML file, exported page, generated-page.html, or local/live reference and asks to extract animation/interactions, create prompts, capture screenshots for each prompt, add them to an article, or commit the resulting article/assets.
    42 repo stars
  18. ▌
    Open Design Game UI Concept · akillness bundle
    Prepare, generate, and review game UI concepts through the local nexu-io/Open Design app using real runtime screenshots and project assets. Use when Codex must design or redesign Darkbone Archer UI for phone, tablet, desktop, Steam, controller, or multiple locales; create an Open Design handoff/project; drive a local Codex design run; inspect an Open Design HTML artifact; or complete a design-first approval loop before runtime implementation.
    42 repo stars
  19. ▌
    Open Design Game UI Handoff · akillness bundle
    Build and validate Open Design handoffs from the real Darkbone Archer runtime — game UI (upgrade-only preservation contracts) AND VFX/skill/RIG design packages. Use whenever Codex must prepare, regenerate, or audit an Open Design handoff; feed an existing Claude Design handoff zip into Open Design; collect current screenshots, animation videos, keyframes, source anchors, assets, responsive states, or preservation boundaries; or prevent a standalone concept from deleting existing identity, motion, interaction, copy, or data that it does not show.
    42 repo stars
  20. ▌
    Audit Verify Explain Grade 5 · akillness bundle
    Audit work, verify claims with concrete evidence, and explain the result in simple grade-5 language. Use when the user asks to review, audit, check, verify, explain a change, explain a fix, summarize test results, validate whether something works, or translate technical findings into plain language for non-technical readers.
    42 repo stars
  21. ▌
    Customer Email Draft Threads · akillness bundle
    Gmail customer support triage with mandatory full-thread read-back before every reply or follow-up, a draft-only default, per-draft Codex project threads, approval-gated final closure replies with eligible optional Trustpilot review invitations, and approval-gated operations for verified DreamCut Discord invite requests. Use when the user asks to run the customer email automation, check unread/recent support emails, review a customer follow-up, prepare or send Gmail replies, close a positively confirmed resolved case, continue a support handoff, create agent/project threads for drafted follow-up, or fulfill DreamCut Discord access requests.
    42 repo stars
  22. ▌
    Daily UI Inspiration Capture · akillness bundle
    Create a recurring daily UI inspiration capture. Use when the user asks to run, refresh, package, or validate dated UI inspiration bundles, especially for `articles/YYYY-MM-DD-ui-inspiration-capture/` outputs, Framer/Dribbble landing-page inspiration, motion-study screenshots/videos, AI-builder prompts, duplicate checking, or converting a project runbook into repeatable workflow.
    42 repo stars
  23. ▌
    Open Design Game UI Takeover · akillness bundle
    Take over an approved Open Design artifact (game UI, VFX, skill, RIG, enemy/boss) into Darkbone Archer without degrading the runtime. Use whenever Codex must analyze, port, integrate, or review an Open Design standalone; apply a responsive Home, Map Select, Talent, Mask, Fusion, Victory, or settlement design; port an Open Design VFX/RIG lab into Phaser; preserve existing animations omitted by a mockup; or prove current-runtime vs standalone vs integrated-runtime fidelity before merge.
    42 repo stars
  24. ▌
    Build Daily Inspiration Sites · akillness bundle
    Turn a completed daily UI inspiration capture into exactly five original landing-page builds, one per separate Codex task, using Sites. Use when the user asks to turn the daily inspiration references, a five-item UI prompt pack, or a dated `*-ui-inspiration-capture` article into distinct HTML landing pages while changing the source brands, names, copy, people, numbers, pricing, claims, and imagery.
    42 repo stars
  25. ▌
    Customer Support Verification · akillness bundle
    Verify customer support work against the selected customer-case flow, full-thread evidence, account and canonical-thread matching, authority, financial approval, customer communication, eligible optional Trustpilot review-request rules, post-action read-back, send confirmation, thread-wide archive, and closure requirements. Use after every SaaS support triage, account/access or unsupported-platform response, duplicate or resolved acknowledgement, positive-confirmation closure reply, cancellation, failed-payment cancellation, refund, accidental-renewal case, support handoff, draft, send, or archive task before reporting completion. Triggers on: verify support case, support closure check, cancellation verification, refund verification, accidental-renewal case, duplicate/resolved acknowledgement, account-access ticket, Trustpilot eligibility, thread read-back before marking done.
    42 repo stars
  26. ▌
    Improve Codebase Architecture · akillness
    Identify architectural friction and propose deepening opportunities for testability using deletion-test, seam, locality vocabulary
    42 repo stars
  27. ▌
    Multiplayer Game Architecture · akillness bundle
    Design and review the networking contract for multiplayer games before engine or backend implementation. Use when a team must choose dedicated-authoritative, listen-server, relay-assisted peer, lockstep, snapshot, or asynchronous models; assign authority for movement, combat, inventory, economy, and match state; plan prediction, reconciliation, interpolation, lag handling, matchmaking, reconnects, protocol versions, and cheat resistance; select WebSocket, WebRTC DataChannel, WebTransport, or an engine transport; or build a measured network impairment test matrix. Triggers on: multiplayer game, netcode, authoritative server, replication, rollback, host migration, client prediction, snapshot interpolation, lag compensation, matchmaking, WebSocket, WebRTC, WebTransport.
    42 repo stars
  28. ▌
    Underworld Overseer Save Mapper · akillness bundle
    Inspect Underworld Overseer JSON saves and generate or troubleshoot interactive dungeon maps with RobThePCGuy/Underworld-Overseer-Save-Mapper. Use when a user wants to validate a save's Map records, visualize room coordinates and DescriptorID values, install the mapper, or diagnose empty/broken HTML output. Triggers on: Underworld Overseer save, dungeon save map, DescriptorID, Map JSON, Underworld Overseer mapper, or save-to-HTML.
    42 repo stars
  29. ▌
    Github Repo Candidate Quality Gate · akillness bundle
    Convert noisy GitHub repository search results into recommendation-grade candidate lists with explicit metadata, freshness, traction signal, provenance labels, and rollback-safe reporting for maintenance PR workflows.
    42 repo stars
  30. ▌
    Generate Reference Inspired Brand Worlds · akillness bundle
    Generate multiple original brand campaign worlds from a supplied visual reference while controlling how close the new work feels without copying protected signature elements. Use when a user provides a brand identity image, poster, editorial campaign, moodboard, or generated concept and asks for inspired alternatives, several distinct brands in one visual family, a closer-to-reference V2, exact wordmarks inside images, or originality-safe image-generation prompts and outputs.
    42 repo stars
  31. ▌
    Ecc · akillness bundle
    Install, configure, verify, update, or recover affaan-m/ECC, the MIT-licensed agent harness with native Claude Code and Codex plugins plus selective adapters for other supported clients. Use when the user names ECC, Everything Claude Code, ecc-universal, ecc@ecc, `ecc setup`, or an ECC plugin, hook, rule, skill, or harness installation. Route generic agent-team design to `harness`, delivery workflow selection to `agentic-skills`, and BMAD phase selection to `bmad`.
    42 repo stars
  32. ▌
    Eli5 · akillness bundle
    Explain a topic, codebase, document, concept, or error at a specific audience's knowledge level and decision context. Use for ELI5, explain like I'm five, explain this to my manager, parent, child, partner, or team, break it down, dumb it down, make it understandable, or simplify it for a named age, grade, education level, job role, or relationship. This skill owns pure audience-adaptive explanation. Route requests that first require auditing or verifying a claim, change, fix, or test result to `audit-verify-explain-grade-5`; route tutorials, runbooks, and help-center content to `technical-writing`.
    42 repo stars
  33. ▌
    Mole · akillness bundle
    Drive Mole (`mo`), tw93's GPL-3.0 macOS maintenance CLI that cleans caches and app leftovers, uninstalls apps with their remnants, purges rebuildable project artifacts, removes downloaded installers, explores disk usage, runs bounded system optimization, and reports live health. Routes one request to one mode: run a command safely (`--dry-run` first, the user runs the destructive step), consume the JSON/NDJSON agent surfaces (`mo analyze --json`, `mo status --json` / `--watch`, `mo history --json`, `~/.config/mole/clean-list.txt`), install/update/remove on the right channel, configure whitelists and scan paths, troubleshoot, or contribute to the repo. Use when a user wants to free Mac disk space or fully uninstall a Mac app. Triggers on: mole, `mo clean`, `mo uninstall`, `mo analyze`, `mo purge`, `mo status`, tw93/Mole, mole.fit, clean my Mac, what is eating my disk, CleanMyMac / AppCleaner / DaisyDisk alternative, brew install mole.
    42 repo stars
  34. ▌
    Godogen · akillness bundle
    Drive Godogen (htdt/godogen), the MIT-licensed publish-time generator that turns a game description into an autonomous Claude Code or Codex build for Godot 4 C#, Bevy Rust, or Babylon.js TypeScript. Route one request to one mode: preflight the toolchain and API keys; publish a fresh game repository or safely refresh a matching existing runtime with `./publish.sh --engine ...`; run the build and prove it from the live game or a 15-20s recording; budget paid Gemini, Grok, and Tripo3D asset generation; apply engine-specific build and capture rules; troubleshoot rendering and capture failures; or contribute through the issue-first upstream process. Use when the user wants an agent to build a playable game end to end with Godogen. Triggers on: godogen, htdt/godogen, publish.sh --engine, autonomous game development, Godot C# agent build, Bevy agent build, Babylon.js agent game, asset-gen, Tripo3D rig, proof video.
    42 repo stars
  35. ▌
    Headroom · akillness bundle
    Install, configure, and operate Headroom, the local-first context optimization layer for coding agents. Use when the user needs proxy-level compression, Headroom MCP tools, persistent Claude/Codex/OpenCode routing, or a code-work policy that combines Headroom health with Graphify preflight and context-aware Ponytail minimization. Triggers on: headroom, headroom proxy, headroom deploy, headroom wrap, headroom mcp, headroom doctor, context compression, token savings, context budget, or Headroom code policy.
    42 repo stars
  36. ▌
    Openocta · akillness bundle
    Operate openocta/openocta, the Apache-2.0 desktop and service AIOps agent for natural-language inspection, alert analysis, data queries, remediation, local knowledge, Skills, MCP, channels, and webhooks. Route one request to fit check, release install or upgrade, gateway and model configuration, security hardening, integration, troubleshooting, or source build. Use when the user names OpenOcta, Open Octa, its `openocta` CLI, port 18900, Knowledge Vault, OpenOcta Skills, digital employees, or the openocta/openocta repository. Require confirmation before installer execution, credentials, service or channel activation, marketplace installs, production remediation, or uninstall. Route generic observability design to `monitoring-observability` and raw log triage to `log-analysis`.
    42 repo stars
  37. ▌
    Zeroshot · akillness bundle
    Operate the-open-engine/zeroshot, the MIT-licensed agent orchestration system that routes a software task through a persistent graph of provider CLI agents, validators, worktree or Docker isolation, and optional PR delivery. Choose the established Node `zeroshot` product, the standalone `zeroshot-rust` engine, or its typed Python SDK; audit provider and credential boundaries; validate configs without paid calls; freeze acceptance, isolation, delivery, and cost before execution; monitor or recover durable runs; and verify trace or semantic JSONL evidence without exposing content. Use when the user names ZeroShot, zeroshot-rust, The Open Engine, conductor-bootstrap, `zeroshot run`, multi-agent coding workflow, ZeroShot trace export, or a ZeroShot target. Never start, resume, schedule, force-stop, create a PR, ship, clean, purge, or update without the matching approval.
    42 repo stars
  38. ▌
    Game Feel · akillness bundle
    Diagnose and tune the response chain from player intent through input, simulation, visible motion, camera, animation, VFX, audio, haptics, UI, and recovery for an existing game mechanic. Use when movement, combat, jumping, firing, hits, pickups, menus, or abilities work mechanically but feel delayed, weak, weightless, noisy, inconsistent, nauseating, or unresponsive; when the user asks for game feel, juice, punch, hit stop, freeze frames, screenshake, squash and stretch, impact feedback, input latency, coyote time, or feedback layering; or when a team needs a baseline-versus-variant capture and an accessibility-safe tuning contract. Measure before tuning, change one causal variable, preserve simulation truth, and validate `game-feel-contract.json`.
    42 repo stars
  39. ▌
    Openstory · akillness bundle
    Work with OpenStory (github.com/openstory-so/openstory), the open-source AI script-to-video sequence platform built on Bun + TanStack Start + Cloudflare Workers (D1, R2, Workflows, Durable Objects) with Drizzle, Better Auth, and Fal.ai/OpenRouter models. Routes one request to one mode: run it locally (`bun install && bun dev` on Miniflare, `FAL_KEY` / `OPENROUTER_KEY`), trace the storyboard pipeline (scene split, casting, prompts, frame images, motion, music), author a Cloudflare Workflow under the three-place wiring and no-mid-run-read `scopedDb` contract, add or update an image/video/audio/LLM model, ship a safe D1 + Drizzle migration, or deploy. Use when the user mentions OpenStory or is operating this codebase. Triggers on: openstory, openstory.so, script to video, AI video sequence platform, storyboard workflow, triggerWorkflow, OpenStoryWorkflowEntrypoint, WorkflowScopedDb, IMAGE_MODELS, fal.ai model registry, D1 CASCADE data loss, flatten-migrations, deploy Cloudflare Workers video app.
    42 repo stars
  40. ▌
    Game UI UX · akillness bundle
    Design and review an engine-neutral game UI/UX contract for HUDs, menus, inventories, shops, maps, settings, overlays, tutorials, notifications, and controller flows. Use when a game interface must define player decisions, information hierarchy, persistent versus contextual HUD state, screen-stack behavior, keyboard/gamepad/touch input, focus order, back behavior, safe areas, responsive layout, scalable text, localization, accessibility, event-driven data binding, or cross-device verification; when the user asks for game UI design, game UI UX, HUD usability, controller navigation, or Three.js game UI planning; or when a mockup must be reconciled with a real runtime. Produce and validate `game-ui-contract.json`, then route visual concepts and engine widgets to their specialist skills.
    42 repo stars
  41. ▌
    Find Skills · akillness bundle
    Discover and install Agent Skills from the public skills.sh ecosystem using the `npx skills` CLI. Route one request to search, quality triage, install, update, or authoring handoff. Use when the user asks "is there a skill for X", "find me a skill", "how do I do X" where a published skill may already exist, wants to browse the skills.sh leaderboard, or wants to install from `vercel-labs/agent-skills`, `anthropics/skills`, or another GitHub owner. Verify install count, source reputation, and repository stars before recommending, and require confirmation before any install, global `-g` write, or `--yes` run. Route browsing the local jeo-skills catalog to `jeo-skill`, in-repo skill retrieval and ranking to `openspace`, authoring a new skill to `write-a-skill`, and spec compliance to `skill-standardization`.
    42 repo stars
  42. ▌
    MCP Builder · akillness bundle
    Build production MCP (Model Context Protocol) servers that let LLMs drive an external API through well-designed tools, in TypeScript (MCP SDK) or Python (FastMCP). Route one request to research and planning, tool design, transport choice, implementation, security review, or evaluation. Use when the user wants to wrap an API as MCP tools, name and shape those tools, choose between stdio and streamable HTTP, fix a server whose tools the model cannot use correctly, or build the 10-question evaluation that proves it works. Requires confirmation before running an evaluation harness that spends API credits or calls a live service. Route consuming an existing MCP server to that server's own skill, and generic API contract design to `api-design`.
    42 repo stars
  43. ▌
    Openmontage · akillness bundle
    Operate calesthio/OpenMontage, the AGPL-3.0 agent-orchestrated video production repository where a coding agent reads YAML pipelines and Markdown directors, invokes Python tools, checkpoints JSON artifacts, and exposes runs in the Backlot board. Route one request to one mode: assess and bootstrap a checkout; select a live pipeline from `pipeline_defs` and run `provider_menu_summary()` preflight; analyze a reference video; start or resume a checkpointed production with cost and human gates; inspect Backlot/project state; or extend and verify a provider, pipeline, renderer, or contract. Use when the user names OpenMontage or is operating its repository. Triggers on: OpenMontage, calesthio/OpenMontage, AGENT_GUIDE.md, pipeline_defs, provider_menu_summary, decision_log, Backlot, video_compose, Remotion vs HyperFrames, checkpoint_<stage>.json, agentic video production.
    42 repo stars
  44. ▌
    Solo Skills · akillness bundle
    Audit, selectively adapt, install, route, and maintain the Korean solopreneur skill pack from bam-bam-2/solo-skills. Use when the user names solo-skills, bam-bam-2/solo-skills, its 26-skill collection, or `fleet.md`; wants a pinned inventory or selective install; needs to choose among its content, messaging, publishing, remote, media, or agent workflows; or needs to remove author-specific assumptions before adoption. Inspect frontmatter, support scripts, licenses, destination collisions, personal paths, account IDs, credential names, network targets, schedulers, permission-bypass flags, and live-action switches before copying or running anything. Require explicit approval for external messages, publishing, archives, remote commands, desktop control, scheduled agents, paid providers, account access, or local persistence. Route generic agent-team design to the canonical local `harness` and reusable skill authoring to `skill-standardization`.
    42 repo stars
  45. ▌
    Drama Skills · akillness bundle
    Install, route, and operate zenstory-ai/drama-skills, the MIT-licensed 10-skill creator-first suite for Chinese short dramas and motion comics. Use when the user wants to import or troubleshoot the suite; initialize or resume a filesystem project; analyze a novel; develop an adaptation; write episodes; build visual assets; produce image prompts, storyboards, or video prompts; review a project; open its local Dashboard; or run confirm-gated image, video, TTS, or music production. Route each request to the correct `short-drama-*` owner while preserving the five-document episode contract. Triggers on: drama-skills, zenstory-ai/drama-skills, short-drama, Chinese short drama, motion comic, creator-first drama workflow, 剧本, 视觉设定, 分镜, 图片提示词, 视频提示词. Route generic programmable-video work to `video-production`, webtoon panel production to `webtoon-harness`, and the OpenStory codebase to `openstory`.
    42 repo stars
  46. ▌
    Openexecutive · akillness bundle
    Operate SenteLabsAI/OpenExecutive, the Apache-2.0 self-hosted virtual executive team that answers business questions through one Executive persona backed by eight specialist Claude agents over FastAPI, Next.js, ChromaDB, and SQLite. Route one request to one mode: fit-check the project; preflight Python 3.11, uv, and Node 22; choose an Anthropic, OpenRouter, or local model provider; run it with `make dev` or Docker; control paid spend and Anthropic prompt caching; connect Slack, Discord, Telegram, Google Chat, or Gmail without sending unwanted messages; operate fixtures, the single-instance scheduler, and Fly.io deploys; or contribute an agent with tests and evals. Use when a user wants to run, configure, extend, or debug Open Executive. Triggers on: openexecutive, Open Executive, SenteLabs, virtual executive team, virtual CFO or CSO agent, consult_specialist, openexec-api, episodic memory executive, fixtures reset, single-instance scheduler.
    42 repo stars
  47. ▌
    Write A Skill · akillness
    Creates reusable SKILL.md-based agent skills through requirements, drafting, and user review; use to formalize a workflow or add a new agent capability.
    42 repo stars
  48. ▌
    Agentic Skills · akillness
    Production engineering lifecycle for spec-first, test-driven implementation, review, and staged shipping; use for disciplined software delivery with explicit quality gates.
    42 repo stars
  49. ▌
    Elevenlabs Tts · akillness bundle
    Generate ElevenLabs text-to-speech audio from scripts or inline text using local voice profiles. Use when the user asks for ElevenLabs, text-to-speech, TTS, narration, voiceover, speech audio, or voice generation; load voice names, voice ids, emails, owners, and account-specific defaults only from local config outside the skill.
    42 repo stars
  50. ▌
    Backend Testing · akillness bundle
    Turn backend test ambiguity into one practical backend test packet. Use when the user needs API/service/repository/auth-flow coverage design, fixture or seed/reset strategy, container-vs-mock dependency choices, contract/API compatibility checks, or flaky backend-suite stabilization across local and CI.
    42 repo stars
  51. ▌
    Browser Harness · akillness
    Automates and verifies multi-step browser tasks through a clean Chrome CDP session; use when repeatable autonomous browser control is needed, not an already-open authenticated profile.
    42 repo stars
  52. ▌
    Codebase Search · akillness bundle
    Route repo-navigation requests to one search packet before editing: exact-text, symbol/indexed, structural, config/content, hosted search, or graph/path trace. Use when the user asks where something is defined or referenced, which files own config/content surfaces, or what must be inspected before a change.
    42 repo stars
  53. ▌
    God Tibo Imagen · akillness bundle
    Generate images using Codex's ChatGPT backend with zero production dependencies. Reuses existing local Codex authentication (~/.codex/auth.json) — no new credentials needed. Supports CLI (gti command), Node.js library, and Python SDK. Accepts text prompts with optional reference images (PNG/JPG/GIF/WebP). Includes dry-run mode and debug output. Triggers on: god-tibo-imagen, gti, image generation, codex image, chatgpt image, ai image, gpt image generation.
    42 repo stars
  54. ▌
    Grill With Docs · akillness
    Stress-test plans against project domain model, sharpen terminology, update CONTEXT.md and ADRs inline
    42 repo stars
  55. ▌
    NPM Git Install · akillness bundle
    Route Node package-delivery ambiguity into one install packet: temporary Git bridge, SHA-pinned shared bridge, private-auth Git path, tarball / `npm pack` artifact, workspace / `file:` inner-loop, or publish-first registry handoff. Use when the user wants to install an npm / pnpm / Yarn / Bun package from a branch, tag, commit, fork, private repo, monorepo package, or unreleased fix, and the real question is which delivery path is safest rather than how Git or package registries work in general. Triggers on: npm install from GitHub, git dependency, github:owner/repo, git+ssh, git+https, private package from repo, install branch vs commit, monorepo package install, npm pack vs git, and should we publish this instead.
    42 repo stars
  56. ▌
    Standup Meeting · akillness bundle
    Turn messy daily-sync requests into one honest coordination-cadence packet: decide whether live-daily, async-daily, hybrid-daily, less-frequent syncs, or no recurring standup is justified, then pick the lightest standup mode that still catches blockers and handoffs. Use when the user needs a daily scrum, async check-in, board-walk, blocker-first sync, remote-team standup, launch- week cadence reset, or help fixing an overlong / low-signal standup. Route backlog planning to `task-planning`, sizing to `task-estimation`, retrospective process repair to `sprint-retrospective`, and incident-command work to debugging / launch-specific skills.
    42 repo stars
  57. ▌
    Task Estimation · akillness bundle
    Turn fuzzy work into one honest estimate packet by choosing the right sizing horizon, naming confidence and uncertainty, and separating discovery from delivery before anyone treats the number like a promise. Use when the user needs story points, t-shirt sizing, planning-poker prep, forecast-safe language, split-or-spike guidance, or cross-functional sizing across developer workflow, web/fullstack, product/ops, marketing/GTM, or game work. Route decomposition to `task-planning`, daily coordination to `standup-meeting`, and retrospective process learning to `sprint-retrospective`.
    42 repo stars
  58. ▌
    Log Analysis · akillness bundle
    Routes runtime-log requests into an evidence packet to isolate the first actionable blocker, repeated signature, blast radius, or safest next read-only check.
    42 repo stars
  59. ▌
    Perfectpixel · akillness bundle
    Generates game-ready sprite bundles from a text description, including character animations, 8-direction sprite sets, and exports to sprite sheets, manifest.json, Aseprite JSON, GIF/APNG, and individual PNG frames.
    42 repo stars
  60. ▌
    Prompts Chat · akillness bundle
    Discovers and applies curated prompts from the prompts.chat collection to optimize AI interactions, prompt engineering, and workflow integration.
    42 repo stars
  61. ▌
    Vox Director · akillness bundle
    Turns a one-line topic into a finished Vox-style paper-collage explainer or ad video, automating script, collage keyframes, motion, voice-over, music, and captions via the Atlas Cloud API and local ffmpeg.
    42 repo stars
  62. ▌
    Agenticskills · akillness bundle
    Installs the oh-my-gods bundle of 80+ curated agent skills onto a machine in one step, targeting Claude Code, Codex CLI, Antigravity/Gemini, and OpenCode runtimes.
    42 repo stars
  63. ▌
    Data Analysis · akillness bundle
    Guide through a structured data analysis workflow: define the question, validate data quality, select the appropriate analytical method, and produce decision-ready findings with caveats.
    42 repo stars
  64. ▌
    Deep Research · akillness bundle
    Routes a research topic through a structured two-phase workflow: generate an extensible outline, then fan out parallel web-search agents to investigate each item into validated JSON, producing a complete markdown report with table of contents.
    42 repo stars
  65. ▌
    Design System · akillness bundle
    Define or refactor a shared frontend UI system by establishing token governance, visual-language rules, primitive naming, and cross-product consistency before polishing individual screens.
    42 repo stars
  66. ▌
    Git Submodule · akillness bundle
    Decide whether Git submodules are the right boundary for external dependencies, then execute the appropriate workflow: add and pin, bootstrap recursively, sync to a recorded commit, advance a tracked branch, edit inside a submodule without detached-HEAD surprises, remove cleanly, or configure CI checkout constraints.
    42 repo stars
  67. ▌
    Obsidian Mind · akillness bundle
    Routes requests into the correct obsidian-mind mode: install, daily session loop, capture, review, maintenance, multi-agent wiring, or semantic search, using a ready-made Obsidian vault template for persistent agent memory.
    42 repo stars
  68. ▌
    Stitch Skills · akillness bundle
    Generates high-fidelity UI screens, multi-page websites, DESIGN.md documentation, and React components from natural-language prompts using the Stitch MCP server, with support for prompt refinement and walkthrough video creation via Remotion.
    42 repo stars
  69. ▌
    Task Planning · akillness bundle
    Turns vague features, bug clusters, roadmap items, or launch work into an execution-ready planning packet by choosing the right packet type, separating discovery from delivery, and making blockers, dependencies, and the next move explicit.
    42 repo stars
  70. ▌
    Vercel Deploy · akillness bundle
    Operate Vercel deployments including preview deploys, production deploys, staged promote flows, alias/domain management, environment variable sync, and rollback response.
    42 repo stars
  71. ▌
    Jeo Skill · akillness bundle
    Browse, group, relate, and selectively install the jeo-skills catalog through the lightweight `jeo-skill` CLI. Use when the user wants skills organized by web, infrastructure, game, creative media, CLI tools, AI/agents, engineering, research, business, or utilities; needs a frontend/backend/game-audio/game-VFX subcategory; wants overlapping skills connected instead of duplicated; or wants a category, bundle, or named skills installed without copying the full repository.
    42 repo stars
  72. ▌
    Langsmith · akillness bundle
    Route LangSmith work into one workflow packet before touching SDK code. Use when the user needs LangSmith tracing, offline evals, annotation/review queues, prompt-registry decisions, audit/gap review, or cross-service trace propagation for an LLM app or agent workflow. Choose one packet: trace-debug, eval, review, prompt-registry, propagation, or audit. Triggers on: LangSmith, LangChain tracing, `@traceable` / `traceable`, `wrap_openai` / `wrapOpenAI`, datasets, experiments, annotation queues, feedback criteria, Prompt Hub, run trees, trace IDs, or production confidence for an AI feature. Not for generic SLO/alert design, non-LangSmith deployment orchestration, or runtime guardrails outside LangSmith.
    42 repo stars
  73. ▌
    Openspace · akillness bundle
    Install and route through OpenSpace, the skill management layer for AI agents, so a host agent can retrieve/rank/load the right SKILL.md out of this jeo-skills catalog (~150 installed skills), then evaluate skill quality from real execution evidence and evolve skills via FIX/DERIVED/CAPTURED updates. Covers install-as-skill-finder, retrieve-a-skill, evaluate-quality, evolve-skills, and local-first hub share/import. Triggers on: openspace, skill finder, skill retrieval, find the right skill, rank skills, skill discovery, skill quality, evolve skill, FIX DERIVED CAPTURED, skill hub, openspace-mcp, DiscoverSkills, skill-discovery, delegate-task.
    42 repo stars
  74. ▌
    Scrapling · akillness bundle
    Route web-scraping work into the lightest workable Scrapling mode instead of defaulting to a browser. Use when the user needs HTML extraction, JS-rendered page retrieval, protected-target escalation, quick CLI scraping, agent-facing MCP access, or a larger crawl with Scrapling spiders. Triggers on: scrapling, scrape website, crawl site, adaptive scraping, selector drift, stealthy fetch, browser scraping, scrape to markdown, scrapling mcp, scrapling spider, research harvesting, literature scraping, paper metadata.
    42 repo stars
  75. ▌
    To Issues · akillness
    Convert plans/specs into independently-grabbable vertical slice issues (HITL or AFK classification)
    42 repo stars
  76. ▌
    Typesense · akillness bundle
    Stand up a self-hostable, typo-tolerant search environment with Typesense — the open-source Algolia / ElasticSearch alternative (single C++ binary, <50ms instant search, no runtime deps). One routing-first skill: pick a server mode (binary download, official Docker image, or managed Typesense Cloud), install an API client (Python/JS/PHP/Ruby official; Go/Dart/C# community), design a collection schema, index documents, and run searches with typo tolerance, faceting/filtering, geo-search, sorting, grouping, synonyms, curation, scoped API keys, and federated multi-search — then wire an InstantSearch.js UI and a Raft-based HA cluster for production. Use when the user wants to build or operate an installable search backend, add site/app/product search, or migrate off Algolia/Elasticsearch. Triggers on: typesense, search engine, typo-tolerant search, algolia alternative, elasticsearch alternative, instantsearch, faceted search, geo search, vector search, self-hosted search, site search, product search.
    42 repo stars
  77. ▌
    Unity CLI · akillness bundle
    Install, configure, and use the Unity Command Line Interface (CLI) for automated production workflows, project management, and cloud integration. Use when setting up CLI-based build automation, CI/CD pipelines, Editor/module management, authentication, or localhost API calls via the experimental Unity Pipeline package. Designed for verifiable, machine-readable game production workflows where the build machine must be describable and tests must return evidence. Triggers on: Unity CLI, unity command line, unity automation, unity ci/cd, unity build script, unity pipeline, unity production workflows.
    42 repo stars
  78. ▌
    Agentation · akillness bundle
    Exact rendered-UI feedback router → choose copy-paste review, watch-loop sync, self-driving critique, or platform setup. MCP: npx add-mcp "npx -y agentation-mcp server"
    42 repo stars
  79. ▌
    API Design · akillness bundle
    Design or refactor API contracts for REST and GraphQL systems.
    42 repo stars
  80. ▌
    Notebooklm · akillness bundle
    Queries managed Google NotebookLM notebooks for citation-backed, source-grounded answers via local Claude Code browser automation; use for uploaded sources, not live web search.
    42 repo stars
  81. ▌
    Payloadcms · akillness bundle
    Operate Payload CMS (Next.js-native headless CMS) in repo workflows: bootstrap a Payload app, configure collections/globals, run local dev + migrations, and ship safe content-model changes. Use when the request mentions Payload CMS, payload config, collection schema, admin panel, or Next.js + headless CMS integration.
    42 repo stars
  82. ▌
    Playwriter · akillness bundle
    Reuse a running Chrome session for browser automation via Playwriter CLI + MCP. Use when the task depends on the browser the user already has open — existing logins, cookies, extensions, passkey-friendly flows, or live-tab continuity. Route repeatable fresh-browser or CI-style checks to `browser-harness` instead.
    42 repo stars
  83. ▌
    React Bits · akillness bundle
    Integrate, customize, and contribute to react-bits (github.com/DavidHDev/react-bits) — the largest and most creative library of animated React components. It covers Vite, Tailwind CSS v4, Three.js/Fiber, GSAP, and Framer Motion integrations. Use when the user asks about react-bits, animated React components, jsrepo registry, or contributing new animated components to the react-bits repository.
    42 repo stars
  84. ▌
    React Grab · akillness bundle
    Capture exact React element context from a live browser UI and hand it to an AI coding agent as component name, source file path, line number, and HTML. Use when the user wants `react-grab`, element-context copy, component-source lookup from the browser, clipboard-to-agent React debugging, or MCP-backed element selection for React apps. Not for generic browser automation or login/session reuse (`browser-harness`, `playwriter`), broad UI annotation/review (`agentation`), React performance audits (`react-best-practices`), or general design-system work (`design-system`). Triggers on: react-grab, grab element context, copy component to AI, browser component picker, React component inspector, clipboard component source, get element context from browser, grab UI element.
    42 repo stars
  85. ▌
    Web Design · akillness bundle
    Route web design, motion, WebGL, and visual-styling requests into the narrowest matching sub-skill of the 79-skill MengTo/Skills web-design family — Style/Design-System Packs, Full-Site Quality & Direction, Motion & Scroll Systems, WebGL/3D Backgrounds & Shaders, Library Embeds & Integrations, Component & State Effects, and CSS Technique Primitives. Use when picking and fetching the right visual recipe for a marketing site, landing page, portfolio, or dashboard shell, then combining layers in direction → layout → background → motion → component-state → polish order. Triggers on: web design, landing page, awwwards, GSAP, Lenis, scroll animation, WebGL background, shader, glass UI, dark mode design system, editorial layout, cursor trail, progressive blur, gradient border, three.js background, vanta, globe.gl, unicorn studio, marketing site polish.
    42 repo stars
  86. ▌
    Agent Pulse · akillness bundle
    Operate and extend barretlee/agent-pulse, the evidence-backed AI industry intelligence system: inspect source catalog and lifecycle, collect and normalize signals, bind evidence, cluster Events, evaluate system health, generate Scout hypotheses, export the privacy-safe public site, and verify release gates. Use when the user asks to run, configure, debug, extend, or explain Agent Pulse, its collectors, Control Room, narratives, Scout, or GitHub Pages output. Triggers on: agent-pulse, Agent Pulse, evidence-backed intelligence, source catalog, signal collection, Event clustering, source audit, Scout opportunity, public export, weekly brief, or AI industry intelligence pipeline.
    42 repo stars
  87. ▌
    Code Review · akillness bundle
    Turn a PR, diff, merge request, or patch stack into one evidence-first review brief with severity, missing-proof checks, and route-outs.
    42 repo stars
  88. ▌
    Game Sounds · akillness bundle
    Install, configure, and troubleshoot Citedy's game-sounds feedback audio for Claude Code and supported CLI environments. Use when a user wants coding-agent event sounds, sound-pack rotation, volume or event toggles, playback checks, custom packs, or the game-sounds CLI/plugin. Triggers on: game-sounds, coding sounds, Claude hook sounds, task-complete sound, sound pack rotation, or @citedy/game-sounds.
    42 repo stars
  89. ▌
    Open Design · akillness
    Route design-generation work into the right Open Design workflow mode — prototype, deck, document, or media artifact. Use when the user needs local-first UI prototype generation, presentation deck creation, or design-system-aware HTML/PDF/PPTX artifacts via locally-installed coding agents. Supports 72 built-in design systems, 5 visual directions, 93 media prompt templates, and multi-format export. Triggers on: open-design, local design tool, prototype generation, design deck, design artifact, design agent workflow, open design prototype, design system artifact, UI prototype generation.
    42 repo stars
  90. ▌
    Opencontext · akillness bundle
    Route active project/repo memory requests into one honest packet: memory-layer choice, load-context, search-context, store-conclusions, setup-integration, or repo-packer route-out. Use when agents need searchable decisions, manifests, stable links, handoff notes, and small “read this first” packets across sessions. Route long-lived markdown knowledge bases to `llm-wiki`, structural graph memory to `graphify`, human-authored vault organization to note/vault skills, and one-shot repo packing to tools like Repomix, Gitingest, or Code2Prompt.
    42 repo stars
  91. ▌
    Palmier Pro · akillness bundle
    Drive Palmier Pro, an open source AI-native macOS video editor (Swift, SwiftUI/AppKit, AVFoundation) that exposes its timeline as an MCP server at `http://127.0.0.1:19789/mcp` so Claude Code/Desktop, Cursor, or Codex can read and edit a project's tracks, clips, media, transcript, captions, color/effects, and trigger generative AI (video/image/audio) requests side-by-side with a human editor. Use when the user wants to connect an agent to Palmier Pro's MCP server, call its timeline/clip/media/generation tools (`get_timeline`, `add_clips`, `move_clips`, `generate_video`, ...), build/run/test the Swift app from source, or debug the MCP tool surface in `ToolDefinitions.swift`/`ToolExecutor+*.swift`. Triggers on: "palmier pro", "palmier-pro", "AI video editor MCP", "connect Claude to my video editor", "palmier MCP server", "edit my timeline with an agent", "swift build PalmierPro", "palmier-pro mcpb", "manage_project"/"get_timeline"/"add_clips" tool.
    42 repo stars
  92. ▌
    Paperbanana · akillness bundle
    Route academic-figure work into the lightest workable PaperBanana mode instead of jumping straight to a full multi-agent generation run. Use when the user needs publication-quality methodology diagrams, statistical plots, figure evaluation, polishing an existing figure, batch/sweep generation, or a full-paper figure package from text or PDF. Even if the user does not say "paperbanana" — also triggers on: academic figure, methodology diagram, publication figure, generate diagram from paper, statistical plot from CSV, figure evaluation, polish figure, NeurIPS/ICML figure, arxiv illustration, plan-then-refine diagram pipeline.
    42 repo stars
  93. ▌
    Plannotator · akillness bundle
    Routing-first visual approval gate for AI agent plans, markdown specs, and diffs. Use when a human needs to review a concrete plan before execution, inspect a targeted diff in a browser, mark up a spec/PRD/architecture note, or set up the review loop on Claude Code, Gemini CLI, Codex CLI, or OpenCode. Route planning/spec creation to `task-planning` or `ralph`, broad PR-policy review to `code-review`, rendered-UI critique to `agentation`, and fresh-session browser verification to `browser-harness`.
    42 repo stars
  94. ▌
    Pydantic AI · akillness
    Build typed LLM applications with PydanticAI: schema-constrained outputs, tool integration, validation, retries, and deterministic downstream handoffs. Use when users need reliable structured outputs instead of free-form text generation.
    42 repo stars
  95. ▌
    Slides Grab · akillness bundle
    Generate, visually edit, and export beautiful HTML/CSS presentation decks with agents using slides-grab (NomaDamas, MIT) — the open-source Claude Design alternative and best harness + editor + linter for slides in Claude Code / Codex. One routing-first skill across Plan (agent drafts an outline), Design (each slide is a self-contained slide-XX.html), Edit (a pure-JS browser editor where you drag a bbox over any region and ask the agent to rewrite just that area, or hand-tweak text/size/bold), and Export (capture-or-print PDF, per-slide PNG incl. Instagram 1:1 card-news, plus experimental/unstable PPTX and Figma-importable PPTX). Picks an install path (npm package + npx skills add, or clone), a deck workspace (--slides-dir, multi-deck decks/<name>/), one of 35 bundled design styles, and the supported asset flow (local ./assets/<file> only — image via god-tibo-imagen/codex/nano-banana, fetch-video via yt-dlp, tldraw .tldr→SVG), validating with slides-grab validate before any export.
    42 repo stars
  96. ▌
    Autoresearch · akillness bundle
    Run Karpathy-style autonomous ML search on a real training repo: choose the right mode (setup, program.md, bounded loop, results interpretation, or constrained-hardware adaptation), preserve the immutable prepare.py / 300-second / val_bpb contract, and route prompt/skill eval work away to LangSmith, Promptfoo, Braintrust, or skill-autoresearch.
    42 repo stars
  97. ▌
    CLI Anything · akillness bundle
    Make any software agent-native with HKUDS CLI-Anything — four routed modes: install ready-made harnesses via CLI-Hub (cli-hub list/search/info/install/launch), give agents the cli-hub-meta-skill for autonomous discovery, generate a new harness from any codebase/repo via the 7-phase /cli-anything pipeline, or iterate with :refine/:test/:validate; 40+ harnesses, 2,461 tests, Click CLIs with REPL + --json.
    42 repo stars
  98. ▌
    Firebase CLI · akillness bundle
    Operate Firebase from the terminal with `firebase-tools`: install/auth the CLI, bootstrap `firebase.json` / `.firebaserc`, run the Emulator Suite, deploy Hosting / Functions / rules / App Hosting, manage preview channels, and handle Firebase admin tasks like auth import/export, Remote Config, App Distribution, and Extensions. Use when the job is Firebase platform/project operation through the CLI. Triggers on: firebase deploy, firebase init, firebase emulators, firebase hosting, firebase functions, firebase firestore, firebase database, firebase auth import, firebase remote config, firebase app distribution, firebase extensions, firebase apphosting, firebase dataconnect, firebase cli, firebase-tools, deploy firebase, firebase preview channel, firebase login, firebase use, firebase target apply. Route backend AI workflow orchestration to `genkit` and direct in-app SDK integration to `genkit` (`client-ai-logic` mode).
    42 repo stars
  99. ▌
    Git Workflow · akillness bundle
    Route local Git work into the safest next move: branch hygiene, selective staging, commit cleanup, merge-vs-rebase choice, conflict resolution, lease-safe pushes, and recovery from resets or bad history edits. Use when the user needs help preparing a branch, cleaning up commits, syncing with an updated base, resolving local Git conflicts, pushing rewritten history safely, recovering lost commits, or getting a diff ready for review. Not for hosted PR review, repo administration, or sprint planning.
    42 repo stars
  100. ▌
    Lapian Notes · akillness bundle
    Work with Lapian Notes / 拉片笔记 (github.com/bkingfilm/lapian-notes) — a local- first React/Vite tool that turns a film into an editable shot-by-shot study notebook: local frame extraction, AI-assisted structure analysis (bring your own AI, no API key required), story-line swimlane timeline, structure tree, and audience-emotion curve. Use when the user asks about Lapian Notes, "拉片笔记", "拉片" (shot-by-shot film analysis) tooling, cloning/running this repo (npm run dev, run.bat/run.command), the AI-analysis-package (ZIP) round-trip workflow, or contributing a PR to lapian-notes. Not for generic video editing (use `opencut` for that) or generic film-analysis theory unrelated to this codebase.
    42 repo stars