Execute qualquer Skill no Manus
com um clique

Execute qualquer Skill no Manus com um clique

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.

Executar no Manus

Visão geral

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 instalação

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

Copie e cole este comando no Claude Code para instalar a skill

Fonte

ANcpLua/codex-forge

Estrelas1

Forks0

Atualizado23 de março de 2026 às 01:27

Explorador de arquivos

6 arquivos

SKILL.md

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Execute qualquer Skill com um clique

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