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Inspect Ashlr token savings from Codex using host-neutral CLI and MCP surfaces.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Check Ashlr's Codex plugin packaging, MCP manifest, hooks, skills, and workspace allow-list. Use when Codex setup, plugin loading, or MCP registration looks wrong.
Codex-native efficient tool workflow. Prefer Ashlr MCP read, grep, tree, bash, savings, and genome tools before native scans when they reduce context.
Refresh or maintain Ashlr project genome state from Codex. Use after architectural changes, schema/routing changes, or substantial refactors.
Efficient parallel exploration habits for Codex. Use when a task needs several independent codebase questions answered before implementation.
Token-efficient refactoring discipline for Claude Code. Diff-first before editing, structural edits for renames, find-all-refs then one multi_edit per file, no re-reads between edits, one genome proposal at the end. Reduces refactor session cost 40–65%.
Output structure reshaper for Claude Code. Complements ashlr-brief's prose trimming by enforcing inverted-pyramid order, inline code for identifiers, tables for multi-item comparisons, and no transitional filler. Works standalone or alongside ashlr-brief.
| name | ashlr-codex-savings |
| description | Inspect Ashlr token savings from Codex using host-neutral CLI and MCP surfaces. |
Use either surface:
ashlr stats --json
ashlr tools --json
When the MCP server is available, call ashlr__savings for an in-session summary.
Stats are written after tool calls, not during MCP registration. If there are no stats yet, run one Ashlr MCP tool first.