context-optimization

13.0k

muratcankoylan

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.

context-optimization

353

guanyang

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.

creating-mcp-servers

107

oaustegard

Creates production-ready MCP servers using FastMCP v2. Use when building MCP servers, optimizing tool descriptions for context efficiency, implementing progressive disclosure for multiple capabilities, or packaging servers for distribution.

context-report

75

htlin222

Analyze Claude Code context efficiency for current project. Invoke when evaluating session efficiency or optimizing Claude Code usage.

Context Master

19

JosiahSiegel

Universal context management and planning system. PROACTIVELY activate for: (1) ANY complex task requiring planning, (2) Multi-file projects/websites/apps, (3) Architecture decisions, (4) Research tasks, (5) Refactoring, (6) Long coding sessions, (7) Tasks with 3+ sequential steps. Provides: optimal file creation order, context-efficient workflows, extended thinking delegation (23x context efficiency), passive deep analysis architecture, progressive task decomposition, and prevents redundant work. Saves 62% context on average. Essential for maintaining session performance and analytical depth.

Advanced Features 2025

19

JosiahSiegel

Advanced 2025 Claude Code plugin features. PROACTIVELY activate for: (1) Agent Skills with progressive disclosure (2) Hook automation (PreToolUse, PostToolUse, etc.) (3) MCP server integration (4) Repository-level configuration (5) Team plugin distribution (6) Context efficiency optimization Provides cutting-edge plugin capabilities and patterns.

ruleset-optimization

7

ilude

Guidelines for optimizing Claude rulesets and instruction files (CLAUDE.md, settings.json) using context efficiency principles. Includes strategies for skill extraction, progressive disclosure, token savings calculation, and deduplication. Manually invoke when optimizing rulesets, reducing context size, extracting content to skills, or improving ruleset organization.

update-agents-md

7

vieitesss

Generate or refactor AGENTS.md files following progressive disclosure principles for optimal context efficiency.

doc-to-skill

6

trotsky1997

Convert documentation into structured Agent Skills following progressive disclosure principles. Use when (1) Converting user documentation or guides into skills, (2) Creating skills from existing technical documentation, (3) Organizing knowledge into skill format with references, (4) Applying skill design principles to documentation, (5) Structuring information for AI agent consumption, (6) Creating skills that follow best practices for context efficiency

github-issue-manager

5

daishiman

A skill to manage GitHub Issues using the `gh` CLI, enabling bidirectional linking with task specification documents, local synchronization, and scoring-based task selection. Anchors: • task-specification-creator / Scope: metadata & Issue structure / Purpose: ensure format compatibility • gh CLI (GitHub CLI) / Scope: issue operations / Purpose: create/list/edit/close • Progressive Disclosure / Scope: load resources only when needed / Purpose: optimize context efficiency Trigger: GitHub issue management, issue creation, issue selection, optimal task selection, task-spec → issue creation Use when managing GitHub issues, creating issues from task specs, or selecting the optimal next task.

cogworks-learn

3

williamhallatt

Expert knowledge on writing Claude Code skills - SKILL.md files, frontmatter configuration, invocation modes, context management, and best practices. Use when creating skills, designing slash commands, writing SKILL.md files, or optimizing skill discoverability and context efficiency.

skill-evaluation-rubric

3

williamhallatt

Evaluate and compare agent skill implementations using a priority-ordered rubric. Use when reviewing skill quality, comparing two skills from the same source, auditing generated skills, running skill quality assessments, or deciding which implementation to keep. Covers fidelity, judgment density, drift resistance, context efficiency, composability, testability, and scope coherence.

cogworks-learn

3

williamhallatt

Expert knowledge on writing agent skills - SKILL.md files, frontmatter configuration, invocation modes, context management, and best practices. Use when creating skills, designing slash commands, writing SKILL.md files, or optimizing skill discoverability and context efficiency.

context-optimization

1

Kalyanikhandare29

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.

skill-auditor

1

DevGuyRash

Perform structured, reproducible audits of agent skills — testing mechanical correctness, agent usability, output quality, context efficiency, EARS compliance, prompt complexity, multi-agent coordination, audit convergence (reproducibility across runs), finding divergence (specificity and tailoring), AGENTS.md adherence (rule absorption verification), documentation/runtime staleness drift detection, CLI discoverability helper coverage, idempotency, error recovery, and credential safety. Covers 25 audit domains (D1–D25) with confidence-scored findings at every level. Use when (1) auditing or health-checking a skill end-to-end, (2) verifying AGENTS.md adherence, audit convergence, or finding divergence, or (3) validating scripts, CLIs, context/token footprint, EARS requirement syntax, prompt complexity, name consistency, dispatch prompt quality, or structured confidence-scored audit reports.

audit

180VRisLife

Review instruction files (CLAUDE.md, agents, skills, prompts, docs) for bloat and context efficiency

context-optimization

crinkj

This skill should be used when the user asks to 'optimize context', 'reduce token costs', 'improve context efficiency', 'implement KV-cache optimization', 'partition context', or mentions context limits, observation masking, context budgeting, or extending effective context capacity.

skill-audit

edloidas

Audit Agent Skills for quality, compliance, and best practices. Evaluates skills against the Agent Skills specification across 6 categories: Specification Compliance, Instruction Quality, Tool & Integration Design, Context Efficiency, Safety & Robustness, and Formatting & Syntax. Produces scored reports with evidence-backed findings. Use when the user asks to audit, evaluate, review, or check skill quality.

context-optimization

oki3505F

This skill should be used when the user asks to "optimize context", "reduce token costs", "improve context efficiency", "implement KV-cache optimization", "partition context", or mentions context limits, observation masking, context budgeting, or extending effective context capacity.