Token Efficiency
Skill Verifiziert AktivReduce token waste by 40-60% through anti-sycophancy rules, tool-call budgets, one-pass coding, task profiles, and read-before-write enforcement. Inspired by drona23/claude-token-efficient.
To reduce LLM token waste and prevent costly, iterative cycles by enforcing specific output constraints and task management strategies.
Funktionen
- Reduces token waste via anti-sycophancy rules
- Implements tool-call budgets based on task complexity
- Enforces one-pass coding discipline
- Provides task-specific profiles (coding, agent, analysis)
- Enforces read-before-write rules
- Ensures ASCII-only output for compatibility
Anwendungsfälle
- When sessions feel expensive or slow due to token usage
- When LLM output is consistently verbose with filler text
- When Claude is re-reading files or iterating unnecessarily
- When setting up a new project for token-efficient work
Nicht-Ziele
- Increasing LLM verbosity or token consumption
- Encouraging unnecessary iterations or re-reading of files
- Allowing prompt restatement or unsolicited suggestions
Workflow
- Apply anti-sycophancy rules by deleting verbose or redundant phrases.
- Set tool-call budgets based on task complexity to limit iterations.
- Follow one-pass coding discipline: read, understand, write, test once.
- Switch task profiles (coding, agent, analysis) as needed.
- Enforce read-before-write rules rigorously.
- Ensure all output uses ASCII characters only.
Praktiken
- Prompt Engineering
- LLM Optimization
- Workflow Design
Documentation
- info:Configuration & parameter referenceWhile the SKILL.md details rules and profiles, specific configuration parameters or environment variables that users might set are not explicitly documented with defaults.
Practical Utility
- info:Edge casesThe skill documents various patterns for token efficiency but does not explicitly list potential failure modes or recovery steps in the SKILL.md or README.
Installation
Zuerst Marketplace hinzufügen
/plugin marketplace add rohitg00/pro-workflow/plugin install pro-workflow@pro-workflowQualitätspunktzahl
VerifiziertVertrauenssignale
Ähnliche Erweiterungen
Create Command
100Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration
Validate Plugin
100Validate a Claude Code plugin structure, frontmatter, and MCP tool references
Running Claude Code Via Litellm Copilot
100Verwenden Sie dies beim Routing von Claude Code über einen lokalen LiteLLM-Proxy zu GitHub Copilot, um die direkten Anthropic-Ausgaben zu reduzieren, indem Sie ANTHROPIC_BASE_URL- oder ANTHROPIC_MODEL-Overrides konfigurieren oder Fehler bei der Einrichtung des Copilot-Proxys beheben, wie z. B. model-not-found, kein localhost-Traffic oder GitHub 401/403-Authentifizierungsfehler.
Guard
100Schützen Sie Claude Code-Sitzungen vor Kontextüberlauf, indem Sie einen Hintergrund-Daemon ausführen, der die Sitzungsgröße überwacht und automatisch bereinigt, bevor die Komprimierung erreicht wird. Verwenden Sie dies, wenn der Benutzer "guard", "protect session", "context getting long", "prevent compaction", "session management" sagt oder Agententeams ausführt, die einen kontinuierlichen Kontextschutz benötigen.
Rule Effectiveness Analysis
100Analyze which rules are actively used vs inert. Detect coverage gaps. Recommend pruning to reduce token consumption.
Bootstrap Project
100Initializes the Claude Code configuration in a new or existing project using the dotforge template.