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task-type-playbooks

100 / 100 · Low risk

Fine to try.

By Leeroo-AI/kapso (GitHub) · media · 207 stars · scanned at commit 35f7b9b

The approaches that have won on each kind of prediction task (text, tokens, tabular, images, image-to-image, audio, video and volumes, detection and segmentation, the rest), with the model families that work, the conditions under which each applies, and reference code. Use when choosing the family for a task's data modality, in ideation and before the first implementation.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'task-type-playbooks' ] || [ -L ~/.agents/skills/'task-type-playbooks' ]; then echo 'A skill folder named task-type-playbooks already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Leeroo-AI/kapso' "$d" && git -C "$d" checkout --quiet '35f7b9b26a6b3864fdc8c018577d448c2840345b' -- 'src/kapso/harness/bundled/competitive-programming/skills/task-type-playbooks' && mkdir -p ~/.agents/skills && cp -R "$d"/'src/kapso/harness/bundled/competitive-programming/skills/task-type-playbooks' ~/.agents/skills/'task-type-playbooks' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'task-type-playbooks' ~/.claude/skills/'task-type-playbooks' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Also found in

Identical copies of this skill exist at:

• Leeroo-AI/kapso/src/kapso/harness/bundled/predictive-modelling/skills/task-type-playbooks