Least Cost Capable

Compare declared relative cost ranks among catalogued agent models after checking task capability, availability, authorization, workload, and cost evidence.

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add kanibal-studio/least-cost-capable --skill least-cost-capable
Manual install
git clone --depth 1 https://github.com/kanibal-studio/least-cost-capable.git /tmp/least-cost-capable
mkdir -p ~/.claude/skills
cp -r /tmp/least-cost-capable/. ~/.claude/skills/least-cost-capable

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Least-cost capable model selection

Compare candidates in the user's supplied catalogue. This is a decision aid based only on supplied facts; it does not establish the completeness or truth of the catalogue, promise actual savings, call providers, spend credits, change settings, or launch agents.

1. Define the task's required capabilities from the requested work and risk. Treat capability claims as supplied evidence, not as assumptions based on model names.
2. Treat only explicit `true`/`false` availability and authorization as known. Unknown or omitted values stay unresolved. A candidate marked unavailable or unauthorized is excluded with that reason.
3. Treat a capability list as complete only when the catalogue explicitly says so. Missing or incomplete lists remain unresolved; a missing capability excludes a candidate only when its list is confirmed complete. Never infer capability from a model name.
4. Compare relative rank only when each capable candidate supplies the same metric, unit, workload, and observation window, plus a source and `as_of` date. API input-token cost and output-token cost are different metrics; currency cost, provider credits, and quota units are not interchangeable. Missing, stale per the user's own freshness requirement, or conflicting evidence remains unknown. Do not browse or invent prices to fill gaps.
Read the full skill on GitHub

Details

Skill name
least-cost-capable
License
MIT
Repo updated
24 October 2026

FAQ

What does the Least Cost Capable skill do?

Compare declared relative cost ranks among catalogued agent models after checking task capability, availability, authorization, workload, and cost evidence.

How do I install the Least Cost Capable skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add kanibal-studio/least-cost-capable --skill least-cost-capable. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

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