Ejecuta cualquier Skill en Manus
con un clic

Ejecuta cualquier Skill en Manus con un clic

observability

Parse native Claude and Codex logs into normalized usage metrics. Use when analyzing token burn, cost per task, model mix, or budget tracking. Do not use for runtime behavior changes.

Ejecutar en Manus

Resumen

Parse native Claude and Codex logs into normalized usage metrics. Use when analyzing token burn, cost per task, model mix, or budget tracking. Do not use for runtime behavior changes.

Comando de instalación

npx skills add https://github.com/ANcpLua/codex-forge --skill observability

Copia y pega este comando en Claude Code para instalar la habilidad

Fuente

ANcpLua/codex-forge

Estrellas1

Forks0

Actualizado23 de marzo de 2026, 01:27

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SKILL.md

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Ejecuta cualquier Skill con un clic

name	observability
description	Parse native Claude and Codex logs into normalized usage metrics. Use when analyzing token burn, cost per task, model mix, or budget tracking. Do not use for runtime behavior changes.

Observability

Parse vendor-native log files. Normalize only the metrics layer. Do not normalize runtime behavior.

Normalized fields

provider, session, task, role, model,
input_tokens, output_tokens, cache_write, cache_read,
total_tokens, estimated_cost, prompt_hash, outcome

Workflow

Identify log source: ~/.claude/projects/ (JSONL) or Codex session logs.
Run the appropriate ingest script from scripts/.
Join sessions across providers using scripts/join_sessions.py.
Generate cost report with scripts/cost_report.py.

References

references/claude-log-schema.md — Claude JSONL field reference
references/usage-event-schema.md — Normalized UsageEvent schema

Scripts

scripts/ingest_claude_logs.py — Parse Claude JSONL into UsageEvents
scripts/ingest_codex_logs.py — Parse Codex logs into UsageEvents
scripts/join_sessions.py — Correlate sessions across providers by task_id
scripts/cost_report.py — Aggregate costs by day, model, role