The HyperFrames composition contract — build one renderable project. Use for composition structure, the data- timing attributes, class="clip", tracks, sub-compositions, variables, framework-owned media playback, deterministic-render rules, and validation. Read before writing composition HTML.
Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet…
Generate a single image from a text prompt using the MiniMax image generation API. Use when the user asks to create, generate, or render an image from a prompt and explicit width/height.
Survey a whole React codebase as a senior React engineer, using React Doctor's scan as evidence, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it plans improvements, it does not apply them. Use when the user asks to…
Use when the user wants a short, design-led motion graphic where motion is the message: kinetic typography, stat or number count-up, chart/data-viz hit, logo sting, brand lockup, lower-third, callout, social overlay, animated headline/tweet/news item, motion poster, or quick captured-page highlight. Usually under 10s…
Turn shot-plan.json into one renderable HyperFrames composition (compositions/index.html). Everything stays in the HF ecosystem — HTML is the source of truth; a single paused GSAP timeline carries all motion; the engine seeks it. Category-specific build rules live in categories/ /module.md; this file is the shared…
Turn a request into a shot-plan.json for a short (3–30s) design-led motion graphic. You run in two parts around the asset-sourcing step: Part 1 (plan) before sourcing, Part 2 (design) after. You do NOT write composition code — that's the Builder. Schema: references/shot-plan-ir.md.
Render Rove's recent releases as a self-contained, Rove-styled HTML page (Chinese by default). Reads shipped notes from packages/kobe/CHANGELOG.md + git tags, filters to user-facing changes, and emits one standalone .html file in the claude theme (terracotta on near-black, JetBrains Mono, terminal chrome). Use when…
Autonomously cut a Rove (@sma1lboy/rove) release end-to-end — detect the semver bump from pending changesets (flagging an upstream minor you didn't intend), run the release gates, bump/tag/push via scripts/release.sh, then poll the GitHub Actions Release workflow with gh until npm publish completes, diagnosing CI…
A compatibility name for a video-reconstruction workflow now included in the brand-video skill. It covers analyzing reference recordings, capturing real device screens, and rebuilding the result in Remotion, a framework for making videos with React.
Complete and submit a job application — given a job posting URL, fill the form via browser automation using the user's /.coforce/profile.json and resume PDF, stopping before the final submit for explicit confirmation. Invoke as "/apply ", or from the console's Apply button.
Build and review a batch of job-specific resumes from local reviewed bullets and skills, render the managed LaTeX template, collect review, and export approved packages.
CoForce Apply entry point and skill router — use when a request is about job hunting, applications, or resumes but does not clearly match one specific CoForce skill, when the user asks what CoForce can do, where to start, or what to do next ("我想找工作", "开始求职", "接下来干嘛", "怎么用这个工具", "help me get a job", "what's next", "job…
Turn the user's real repository work into verified resume material (Module 1) — maintain and refresh the Tier 0 experience index (accept a pasted GitHub repository, PR, or commit URL, infer the repo and whose work counts, fetch only those authors' history on explicit refresh, build a compact tagged index for local JD…
End-to-end mock-environment test of the whole pipeline — fixture profile + mock JD → tailored resume, then the deterministic checks (formats, evidence, experience, campaign, board + apply lifecycle, hunt). Use for "跑一遍 harness", "端到端测试", "run the e2e harness", or after changing the apply lifecycle, the profile schema…
Prepare the user for a real, scheduled interview on a tracked application — build a stage-specific prep pack from the archived JD, the actually-submitted resume, and prior-stage feedback, plus cached company research; optionally run a mock interview. Use for "帮我准备面试", "interview prep", "prep me for X", "/interview "…
Maintain the user's local career background (resume metadata) in /.coforce/profile.json — init from interview or an existing resume (PDF/JSON), add or update experience/projects/education/skills, supplement from raw material (a story, an award link, a certificate — no pre-structuring), and review. Use whenever the…
One-time onboarding for CoForce Apply — choose the data home (local-only /.coforce or private-fork in-repo sync), build the user's profile, collect job-search preferences and runtime settings up front (level, directions, sponsorship/H1B, work mode, locations, salary floor → canonical config.json), build the verified…
Run one discover→resume-campaign cycle — fetch job sources, diff against the tracker, hydrate full JDs, select verbatim reviewed bullets plus eligible resume/experience skills, render tailored PDFs, and refresh the Review console. Use for "开始", "跑一轮", or "/start"; use /loop 30m /start for recurring runs.
Generate a tailored resume for a specific job description from the user's local profile — reads the JD (URL, file, or pasted text), selects and reorders the most relevant experience/projects/skills, and emits the resume as LaTeX/PDF or Word (.docx), optionally following a user-provided template or reference resume.…
Maintain the local job-application tracker (/.coforce/applications.json) and its kanban board — add applications, update pipeline statuses (pending/applied/interviewing/offer/rejected — rejected = the company said no, never "screened out for fit"), record delivery events and the needsFallback flag (= the operator gave…
Instructions for Sma1lboy/coforce-apply, a project described as: Your job hunt on autopilot — skill-first job application agent: discover, tailor, apply, track. Claude Code skills + Chrome extension, all data local.