From the author
Report how much of the context this agent loads is never used - unused skills, MCP servers, subagents, hooks and always-loaded prose - measured from real session transcripts. Use when asked why the context window is full, what is wasting tokens, or what is safe to remove.
Install
npx skills add thousandflowers/skillreaper --skill reap -a claude-code
Installs to .claude/skills/reap/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
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Safety checks on SKILL.md
No warnings.
Why 80
aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.
Similar skills
Closest to this one by what they do and when they are used.
- gapthousandflowers/skillreaperMeasure the loaded-versus-fired gap - what fraction of each category of loaded context is ever actually invoked, and which MCP tools return mostly noise. Use when asked how much of the context is earning its place, or which categories are worst.Productivity★ 62
- context-budgetericrisco/rsc-harnessUse when a long-horizon task is filling the context window and you must decide what to keep, offload, drop, or hand off to a fresh window — when to compact, what the summary must preserve, and whether to isolate a read-heavy subtask in a subagent. NOT dollar spend or caps (that is cost-tracking), NOT finding context via embeddings (that is rag).Productivity★ 272
- context-checkupeai-org/agent-toolkitAudit what auto-loads into an agent session's context window and suggest lean, reversible fixes to cut startup tokens.Productivity★ 66
- context-leveltobihagemann/turboReport how much of the session's context window remains. Use when the user asks "how much context is left", "check the context level", "how full is the context window", or "is context running low".Productivity★ 416
- context-engineeringaddyosmani/agent-skillsOptimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and context for a project.Productivity★ 110.3K
- context-loadingDevelopersGlobal/ai-agent-skillsLoad minimum necessary context into agent context windows. Prevents token bloat, reduces cost, and improves focus. Only load what the current task needs.Productivity★ 215
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