本文へ移動
cccskills
無料GitHub で公開

cost-session

Per-message cost breakdown within a single session. The drill-down companion to cost-anomaly — when an outlier session is flagged, this surfaces the specific expensive messages so operators can see whether the cost came from output tokens, cache writes, or model escalations.

インストール方法を見る

含まれるファイル(1)

  • SKILL.md3.1 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

When cost-anomaly flags a session as a >3.5σ outlier, the next question is "which MESSAGES were expensive?". cost-session answers that.

QuestionSkill
"Which sessions cost the most?"cost-conversation
"Which sessions are outliers?"cost-anomaly
"Which messages in THIS session were expensive?"cost-session ← this

Algorithm

Implementation: scripts/session.mjs.

  1. Resolve session jsonl: --session-id <id> (scans ~/.claude/projects/*/) or --latest (default; picks most-recently-modified jsonl).
  2. Parse all assistant messages with usage blocks.
  3. Cost each message via shared PRICING (_prices.mjs).
  4. Sort descending by cost_usd, surface top-N (default 20).
  5. Compute p50/p90/p99 of message costs for in-session percentile context.
  6. Flag the top message if it's >2× the p99 — that's an in-session outlier.

Why this matters: cache writes are the silent cost

Example real session, top message:

| # | Model    | In | Out | Cache W | Cache R | Cost      |
| 1 | opus-4-7 | 6  | 569 | 881898  | 0       | $16.58    |

Without the Cache W column it looks like "569 output tokens cost $16" — that's wrong by 380×. The actual cost is ephemeral 1h cache write at opus pricing: 881,898 tokens × $18.75/1M = $16.54.

Operators reading the table see immediately: "the model wrote 881K tokens to ephemeral cache". From there the question becomes "why did we cache 881K tokens of context for a 6-input request?" — that's a real engineering signal.

Drill-down workflow

# Step 1: find outliers across all sessions
cost anomaly --alert-on-outliers 1 || cost anomaly  # see which session-ids

# Step 2: drill into the flagged session
cost session --session-id <flagged-id> --top 10

# Step 3: open that jsonl at the timestamp the top message reports,
# inspect the prompt + tool calls

Percentile context

Top of output:

| p50 (median) message | $0.85 |
| p90 message          | $1.45 |
| p99 message          | $1.74 |

Lets operators ask "is this top message a 2× outlier or a 380× one?" without having to compute it themselves. The "top is >2× p99" footer fires when the answer is "yes, this is an in-session outlier worth investigating".

--since filter

Useful for drilling into a specific time range within a long session:

cost session --since 2026-06-16T13:00:00Z --top 5

Only messages with timestamp >= --since are considered.

Edge cases

  • No costed assistant messages → "No costed assistant messages" + exit 0.
  • --session-id not found in any project's jsonls → exit 2 with error.
  • --top must be a positive integer → exit 2.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

Add descriptions for new models from the HuggingFace router to chat-ui configuration. Use when new models are released on the router and need descriptions added to prod.yaml and dev.yaml. Triggers on requests like "add new model descriptions", "update models from router", "sync models", or when explicitly invoking /add-model-descriptions.

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruflo7.4万2026年10月11日 更新

Create a new Architecture Decision Record with sequential numbering and AgentDB registration

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruflo7.4万2026年10月11日 更新

adr-index

無料

Build or rebuild the ADR index + dependency graph by running scripts/import.mjs (handles v3-style and plugin-style ADR formats; one Bash call vs hundreds of MCP round-trips)

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruflo7.4万2026年10月11日 更新

Reconcile the ADR index against a DELETED ADR file or relation line by dropping and rebuilding adr-patterns + adr-edges from scratch (scripts/reindex.mjs). Use when adr-index alone leaves stale rows behind.

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruflo7.4万2026年10月11日 更新

Review code changes against accepted ADRs for compliance violations

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruflo7.4万2026年10月11日 更新

Read back adr-patterns + adr-edges namespaces, surface dangling refs / supersede cycles / status mismatches; exit 1 on cycles

日本語の概要は準備中です。原文の説明を表示しています。

ruvnet/ruflo7.4万2026年10月11日 更新

ruvnet のスキルをすべて見る

このスキルの問題を報告する