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Langfuse was decommissioned on 2026-07-09 — do not add Langfuse tracing or query Langfuse for usage/cost. Use this skill only to learn where usage observability lives now. Token usage and cost questions route to `joelclaw usage` and ClickHouse otel_events.
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
직접 명령은 검토 Prompt를 거치지 않습니다. 실행하기 전에 소스를 확인하세요.
npx skills add https://github.com/joelhooks/joelclaw --skill langfuse명령은 한 줄로 유지됩니다. 복사하기 전에 가로로 스크롤해 전체 내용을 확인하세요.
로컬 사본을 원하시나요? SkillsMP에서 현재 제공할 수 있는 파일을 다운로드하세요.
Build, debug, and maintain Pi extensions safely. Use when editing ~/.pi/agent/extensions, joelclaw/pi/extensions, pi-tools extensions, or any code that uses the Pi ExtensionAPI, hooks, tools, commands, widgets, session replacement, reload, custom messages, or extension package updates.
Set up and repair thin joelclaw satellite Machines such as blaine/Dark-Tower. Use when adding joelclaw CLI, Typesense access, session search/capture, Central relay, or satellite health on non-Panda machines. Triggers: satellite, blaine, Dark-Tower, setup joelclaw on another machine, Typesense access on satellite, joelclaw satellite health.
Canonical joelclaw topology, Central/Relay vocabulary, and wiring map. Use when reasoning about architecture, Panda/Flagg Central migration, satellites, run capture, tracing event flow, debugging why something ran/didn't run, identifying which worker executes a function, checking what listens on a port, or following an event end-to-end.
SOC 직업 분류 기준
SKILL.md 표시 중
| name | langfuse |
| displayName | Langfuse (decommissioned) |
| description | Langfuse was decommissioned on 2026-07-09 — do not add Langfuse tracing or query Langfuse for usage/cost. Use this skill only to learn where usage observability lives now. Token usage and cost questions route to `joelclaw usage` and ClickHouse otel_events. |
| version | 1.0.0 |
| author | joel |
| tags | ["observability","decommissioned"] |
Langfuse is gone. It was never migrated to Flagg, its traces API 429'd/422'd under real query load (2026-07 backup/self-healing token-drain post-mortem), and every code path was removed from this repo (grep -ri langfuse packages/ apps/ returns zero).
joelclaw usage --hours 24 [--source router|agents|all] [--model X] [--machine Y] [--json]packages/system-bus/src/lib/clickhouse-usage-query.ts over ClickHouse joelclaw.otel_eventsmodel_router.result events carry a full usage object in metadata_json (fixed by passing --mode json to pi in inference.ts)packages/system-bus/src/lib/agent-usage/) parse Pi/Claude Code/Codex transcripts into agent_usage.turn events every 15 min (system/agent-usage.scan)packages/system-bus/src/lib/model-pricing.ts — provider-reported cost wins; OpenRouter public pricing is the benchmark fallback (pricing data only, never an inference path)daily-token-usage-report.ts reads ClickHouse directlypi/extensions/langfuse-cost still exists but degrades to disabled telemetry (fails soft, by design). Superseded by the agent-usage tailers; removal is a pending follow-up.LANGFUSE_* secrets in the secrets store are unused and can be revoked.Project receipts: .brain/projects/agent-usage-observability-2026-07-09.svx.