cost-reduction
From the author
Use when a measured cost surface needs one-change-at-a-time reduction under frozen guardrails. Not for speed-only optimization: use optimize.
Install
npx skills add OutlineDriven/outline-driven-development --skill cost-reduction -a claude-code
Installs to .claude/skills/cost-reduction/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
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Why 82
Security100
Provenance61
Maintenance100
Licence100
Adoption31
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Similar skills
Closest to this one by what they do and when they are used.
- cost-optimization-reviewproflead/codex-skills-libraryReview system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.Engineering★ 164
- pricing-optimizeropenaccountant/skillsAnalyze pricing against costs and margins to optimize profitability.Other★ 103
- optimize-loopgaasher/Agent-Loop-SkillsUse when the user wants to iteratively improve an artifact under a hard correctness bound while minimizing a measured cost — refactoring a code module to cut complexity while its test suite stays green, OR speeding up a SQL query while it returns the same rows. Each iteration applies one focused change, checks a correctness gate that must pass, measures a metric that must drop, and keeps the change only if both hold, else reverts; loops to a plateau or budget. Not for adding features, fixing bugs, or any change that is allowed to alter behaviour or results.Testing★ 178
- optimizeOutlineDriven/outline-driven-developmentUse when asked to optimize code, reduce allocations, profile a target, or investigate a performance regression or measured bottleneck. Supports quick fixes, full or `extremely-optimize` measured-floor campaigns, `fastopt` hypothesis-only analysis, and `fastopt-extreme` complexity-neutral estimates. Not for remote, credential, publish, deploy, or irreversible changes.DevOps★ 55
- performance-budgetingproflead/codex-skills-libraryDefine performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.Other★ 164
- pareto-optimizationcxcscmu/SkillLearnBenchMulti-objective optimization with Pareto frontiers. Use when optimizing multiple conflicting objectives simultaneously, finding trade-off solutions, or computing Pareto-optimal points.Other★ 91
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