Measure 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.
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Added August 30, 2026
ai-agentsgobashgit
Works with
mcp
Security analysis
A92/100
mediumInstalls packages at runtime which could introduce malicious dependencies
$npx -y skills add thousandflowers/skillreaper --skill gap --agent claude-code
Installs into .claude/skills of the current project.
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---
description: Measure the loaded-versus-fired gap - what fraction of each category of loaded context is ever actually invoked, and which MCP tools return mostly noise. Use when asked how much of the context is earning its place, or which categories are worst.
---
# skillreaper - loaded vs fired
Run `reap gap --agent`, then paste its output verbatim.
Do not reformat, re-order, summarise, truncate or re-align anything, and do not
add a heading or a table of your own: the binary already renders the report,
including its closing attribution line.
## Arguments
Append any `$ARGUMENTS` tokens that begin with `-`; ignore anything else and say
so. `--days N` sets the evidence window (default 30).
## If reap is not installed
Decide with `command -v reap` and nothing else - never an absolute path, never a
filesystem search: a copy found off `PATH` may be an older build, and silently
using it hides a broken install.
If that fails, print exactly this and nothing else:
> `reap` is not installed. Run it once without installing anything:
>
> ```bash
> npx skillreaper
> ```
>
> Or install it permanently:
>
> ```bash
> brew install thousandflowers/tap/skillreaper
> ```
>
> ```bash
> go install github.com/thousandflowers/skillreaper/cmd/reap@latest
> ```
## If reap is too old
`reap gap --agent` needs reap ≥ 0.5.0. If it exits with
`flag provided but not defined: -agent`, say the installed build is too old and
give `brew upgrade skillreaper` (npm: `npm install -g skillreaper@latest`) - an
upgrade, never the install block above, which they have already done.
## Reading it out
After the pasted report you may add one or two sentences, no more. Name the
worst category by token reach rather than by item count - a hundred unused
5-token agents matter less than three unused 300-token skills. `/skillreaper:reap`
lists the specific items.