Agent Skills útiles ordenados por uso real

mc-orchestration

Orchestration (配器) at the decision level - which instruments carry which line, pure vs mixed timbre, blending (unison, octave coupling, separate registers), balance, technique's effect on blend, register-dependent character, MIDI orchestration, and Chinese folk orchestra scoring - four sections, pairing/clash, melody/bass/harmony assignment, arranging/transplanting. Use when picking an instrument, adding a layer, muddy or vanishing woodwinds, fake MIDI mockups, erhu/pipa/dizi/suona/sheng/guzheng

Instalaciones / 1h: 1
GitHub Stars: 169
Actualizado: 12 oct

mc-workflow

Entry point and router for the music composition library (作曲编曲工作流与路由). The S0-S7 stage table from brief to delivered audio, which skill to load for which task, the full-library boundary table that prevents two skills claiming the same decision, the ARR-SPEC gate rules, and the three checks (boundary tables against style bleed, text-layer A/B, compliance rate). Load this FIRST for any request that will produce or change an ARR-SPEC (a whole track, a section rewrite, a generation run). A single kn

Instalaciones / 1h: 1
GitHub Stars: 169
Actualizado: 12 oct

agents-md

Audits and edits agent instruction files, verifies repository commands, and migrates repositories to AGENTS.md as the single shared source. Use when asked to "improve my AGENTS.md", "migrate CLAUDE.md to AGENTS.md", or make instructions work across agents.

Instalaciones / 1h: 1
GitHub Stars: 151
Actualizado: 16 oct

odoo-16

Odoo 16 development reference for Python models and ORM (search, domain, readgroup, compute fields), XML/CSV data and views, OWL/JS client code, QWeb reports, security (ACL, record rules, groups), cron and server actions, migrations and module upgrades, tests, i18n, and performance. Use this skill whenever work involves Odoo 16 or custom addons—even if the user only pastes a traceback, mentions addons/ or manifest.py, describes form/tree/kanban/XML errors, HTTP controllers, or business rules on

Instalaciones / 1h: 1
GitHub Stars: 148
Actualizado: 15 oct

audit-ml-pipeline

Audit a persisted skore report read-only and produce a reusable digest. Do not execute it. Run materialize.py once. Never call skore.evaluate or project.put. TRIGGER when a completed run needs an audit, the user asks to audit, show, or re-audit an experiment, a re-run overwrote the same put() key, or they want a narrative of a past experiment without journal/ideas/ files. STOP when status.setup.pending is non-empty (load setup-ml-project), or when there is no approved design, no report, or no ag

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

BSD-3-Clause7 Archivos

choose-python-library

Resolve a library choice and add the selected dependency. Trigger for competing-library questions or an optional package not already fixed by the project stack — at first use (tabular exploration, pipeline, or eval extras), never during workspace setup.

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

export-ml-project

Coordinate executed notebooks and an offline MkDocs documentation site. Trigger on a generic "export" request, or to flip the notebooks/site gates after setup.

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

persist-ml-git

Commit the current loop stage when the end-turn hook says invoke. Trigger after python -m skoreskills git end-turn --stage returns action invoke, or when the user asks to commit this turn's work.

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

plot-ml-figure

Pick pandas, seaborn, plotly, or matplotlib before writing figure code. Trigger when explore-ml-data, evaluate-ml-pipeline, or audit-ml-pipeline is about to save or display a chart, or when the user asks for a plot. Not a session owner. Not for skore/sklearn Display plots that already exist on a report. HOW TO USE: first match on the tree (owned plot, interactive iframe HTML, seaborn statistical, pandas chart, else matplotlib). In a notebook: save PNG (or HTML) then leave the figure as the cell

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

BSD-3-Clause3 Archivos

research-ml-practice

Literature research for an ML methodology concern. Trigger when explore-ml-data or build-ml-pipeline load this skill. Not for routine profiling or a single API signature — use api get for symbols. Not a session owner — callers distill and write project files. HOW TO USE: skip intake fields the caller already supplied. Abstract the problem class before searching (never the dataset proper name). Survey extra analyses or depth a named concern; search distinct angles, fetch primary sources, follow u

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

BSD-3-Clause3 Archivos

review-ml-choices

Show stored project choices and re-enter the skill that can change one. Trigger when the user asks what we decided, what the current settings are, or to change a stored project choice. SKIP an explicit sync, export, or “a constraint changed” request — those load sync-ml-reports, export-ml-project, or frame-ml-problem directly. HOW TO USE: run review choices, show that board, then load one owning skill. Do not policy set from here.

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

setup-python-env

Detect the env manager and bootstrap the runtime, agent-tools, and composed development environments. Detect with python -m skoreskills env detect, persist the manager and env.managed, then env init --manager, env sync --execute, install Skore for a recorded hub or mlflow destination (plain Skore when unset or local), and env verify --execute. Does not add other stage ML libraries. TRIGGER when the user asks for the env manager, pixi, uv, or a Python environment, or when none is recorded yet. SK

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

shape-user-idea

Shape a user idea or a named artifact into one idea file and one Ideas row after they confirm. A topic with no artifact belongs to search-ml-literature. Do not write History, Backlog, or a design note. Do not pick a backlog row.

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

smoke-test-ml-pipeline

Structural pytest: prediction count must match the predict-grid row count. TRIGGER when an approved experiment needs its smoke test, pytest tests/smoke/ fails on row count, the user asks why the smoke test is failing, a pipeline edit needs proof, or the experiment script changes pipeline shape. STOP when status.setup.pending is non-empty (load setup-ml-project), or when there is no approved design or no matching experiment script: explain and send the user to setup or stay in build-ml-pipeline.

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

triage-ml-task

Session owner: list installed entry skills and ask which to run. Load a skill without asking only when the request is certain to be that skill. Trigger on an ambiguous request, a finished stage, a workspace-open session, or "what should we do next".

Instalaciones / 1h: 1
GitHub Stars: 142
Actualizado: 20 oct

shopware

shopware-cli

Use Shopware CLI for Shopware project, extension, and account workflows — create and install new projects (project create, project dev install), validate projects or extensions (with --only/--exclude and --format json, junit, github, gitlab for CI), develop, build, upgrade, and troubleshoot. Also use when contributing to shopware/shopware-cli and reasoning about the CLI's user-facing behavior.

Instalaciones / 1h: 1
GitHub Stars: 124
Actualizado: 20 oct

start-an-app

Interview the user in depth about what they actually want to build, then scaffold a working full-stack web app around it. Use when the user wants to start a new app, website, prototype, or SaaS; when they don't know what tech stack to pick; or when they want a solid working starting point fast. Covers requirements discovery, project setup, database (SQLite or Postgres in Docker), sign-in, transactional email, file uploads, payments, AI features, background jobs, optional agent access over MCP so

Instalaciones / 1h: 1
GitHub Stars: 106
Actualizado: 19 oct

trader-budget

Budget Manager. Sizes every position to your budget before anything is bought: keeps a cash buffer, caps any one stock (the excess is shared out to the others), drops slices under your minimum order, rounds so every dollar is used, supports fractional or whole shares, and writes the proposed buy orders to trader/orders.json in the exact shape of Alpaca's placestockorder (notional as a string). Nothing is placed. Use when the user says "I have $5,000", "size my trades", "how much of each should I

Instalaciones / 1h: 1
GitHub Stars: 69
Actualizado: 14 oct

trader-tax

Tax Optimizer. Tracks cost-basis lots for every position (FIFO, highest cost first, or specific lots), shows unrealized gains and losses by lot with short or long term, works out what a sale would realize before you sell, finds tax-loss harvesting candidates over a loss threshold, checks the wash sale rule (30 days before and after, GOOG and GOOGL as one family), and writes harvest sells only as proposals. Not tax advice. Use when the user says "what are my gains", "cost basis", "tax lots", "tax

Instalaciones / 1h: 1
GitHub Stars: 69
Actualizado: 14 oct

ae-ai-templates

Use and write AI-native After Effects templates through the AE MCP Bridge - finished animated designs (lower third, kinetic title, word reveal, app card, bar chart, logo sting, welcome) that an agent fills from a brief with aetemplate, built as one undo step with a contact sheet to check, in 16x9, 9x16, 1x1 or 4x5; plus how to author a new template as JSON (typed slots, steps, expressions, repeats) that npm test validates. Use when asked for a lower third, title, chart, logo sting, app or UI sho

Instalaciones / 1h: 1
GitHub Stars: 68
Actualizado: 5 oct

ae-camera-3d

Cameras and 3D scenes in After Effects through the AE MCP Bridge - 3D layers and depth, camera rigs on nulls (dolly, orbit, push-in, parallax), depth of field, lights and shadows, materials, choosing the 3D renderer, 3D models, camera shake, and what the 3D camera tracker needs a person for. Use when asked for a camera move, parallax, depth, a 3D scene or extrusion, lighting, shadows, bokeh, or when layers should feel like they sit in space.

Instalaciones / 1h: 1
GitHub Stars: 68
Actualizado: 5 oct

ae-composition

Stage a frame in After Effects through the AE MCP Bridge - give every beat one dominant element, build scale hierarchy, use the whole frame instead of a band in the middle, vary the composition between beats, place things on a grid with real margins, crop and bleed deliberately, compose for 9x16 and 1x1, and check it with aeproof's staging checks. Use when work looks flat, generic, empty, "like a slide", "like a wireframe" or "not designed", when every beat looks the same, when nothing on screen

Instalaciones / 1h: 1
GitHub Stars: 68
Actualizado: 5 oct

ae-effects

Special effects, blur and motion blur in After Effects through the AE MCP Bridge - glows, light rays and flares, fractal noise, displacement and distortion, particles, chromatic split, grain, stylized looks, paper and print finishes, stepped on-twos cadence, effects driven by map layers, and every kind of blur (Gaussian, directional, radial, lens blur, pixel motion blur, comp motion blur), with exact effect and parameter names. Use when asked for a look or an effect (glow, energy, glitch, heat h

Instalaciones / 1h: 1
GitHub Stars: 68
Actualizado: 5 oct

ae-motion-proof

Proof-read motion in After Effects through the AE MCP Bridge - screen a comp with aeproof for overlapping or clipped elements, jitter, flicker, one-frame pops, keyframes off the frame grid, linear easing, text too small or too brief to read, uneven staggers, missing motion blur on fast moves, broken expressions, a solo switch left on or an empty first frame, plus staging checks for a beat with no focal point, no scale hierarchy or an unused frame, then verify each finding on a rendered frame. Us

Instalaciones / 1h: 1
GitHub Stars: 68
Actualizado: 5 oct

MIT1 Archivos