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Estimate the floor (self-) cost of a self-hosted LLM token: electricity + hardware amortization, measured on the server. Not the market API price.
Spend expiring AI credits on isolated, verified code cleanup that opens a draft pull request and never merges.
Claude Code の hook 経由で圧縮プラグイン (rtk/headroom) の効きを観測・記録する計測機構。caveman は prompt mode で観測不可だが /token-report で transcript 推定値として併記
Optimisation tokens — routing Haiku/Sonnet/Opus, classification T1/T2/T3, compression caveman, budget tracking. Inclut 6 skills + 3 agents.
Structured procedures for optimizing Anthropic model cost and usage consumption in every session — model routing, context hygiene, caching, batching, and usage audits.
Per-operation token usage reporter for Claude Code. Shows token counts, cost estimates, tool attribution, cache efficiency, duration, bash commands, web fetches, and file activity when agents complete. Only outputs in debug mode (claude --debug).
Acumula tokens e custos por projeto, com histórico diário e gráficos (ASCII e HTML)
Tokenmin — Apache-2.0 scanner + engine that audits how you use Claude and recommends concrete improvements. Reads ~/.claude, anonymizes locally, never sends anything off-machine by default.
Corpus-aware context packing, safety hooks, and productivity skills for Claude Code. Works with or without the tokenpak proxy.
Deterministic transcript-JSONL cost analyzer — per-message cost curve, 5h rolling window, floor breakdown, and cache-read vs cache-write vs fresh-input split. Prerequisite for Part C (status-line meter) and Part G (heat-based floor).
Engineering + Product team — 23 agents, 2 teams. All agents and skills in one install.
LLM-powered knowledge graph for academic papers: tracks concepts, projects, and engagement as you read, with a local Too Many Papers web UI.
Bundles two agent skills: challenger (adversarial stress-tester for technical decisions, designs, and specs) and skill-forge (turns repeated manual workflows into reusable, validated Agent Skills).
Scaffold a new TypeScript CLI tool's documentation and configuration, or audit an existing tool against the project tool-conventions (docs/tools/<name>.md format, ~/.tool-agents/<name>/ config folder, four-tier env-var resolution chain, vendor-canonical LLM provider names, no-fallback rule). Bundles the /tool-conventions command and its tool-doc-config-architect subagent.
Automatisierte Skill- und Plugin-Verbesserung: Strukturpruefung, CLAUDE.md-Audit, A/B-Benchmark mit Varianz-Analyse und HTML-Report
Intelligent permission gate for shell, file, search, Skill, and MCP tool surfaces. AST-parses Bash commands, guards file reads/writes, and blocks configured tool invocations. Tracks manually approved commands for permanent rules.
Infrastructure and authoring utilities for agent workspaces, handoffs, audits, harvesting, and plugin management
A team of five specialist agents coordinated by one skill. Activates automatically on messages wrapped in [[ double square brackets ]]. Handles prompt engineering, guardrails, and testing/evaluation automatically; asks before taking on coding or skill-building tasks.
Tool operation skills for Firecrawl web search, scraping, research, and content extraction.
Utility skills — Claude Code guide, NotebookLM, Graphify, awesome lists