Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add YoungjaeDev/my-claude-plugins/plugin install docsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/youngjaedev/my-claude-plugins/skill-fleet-review)<a href="https://agentmods.dev/skills/youngjaedev/my-claude-plugins/skill-fleet-review"><img src="https://agentmods.dev/badge/skills/youngjaedev/my-claude-plugins/skill-fleet-review/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/youngjaedev/my-claude-plugins/skill-fleet-review"><img src="https://agentmods.dev/badge/skills/youngjaedev/my-claude-plugins/skill-fleet-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00178 | $0.02531 |
| Opus 5 | $0.00089 | $0.01265 |
| Sonnet 5 | $0.00036 | $0.00506 |
| Haiku 4.5 | $0.00018 | $0.00253 |
Grade A, and why
skill-fleet-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.
skill-fleet-review
Review every skill in the tree without reading every skill with a model.
Overview
A fleet review that reads 50 bodies with a model costs more than it returns, and most of what it would find is mechanical. So: measure everything, let the numbers pick the cohort, and spend judgment there.
The pointer axis is the exception. Descriptions are short, so reading all of them is cheap, and a trigger collision is invisible from inside one skill. It only shows up when siblings are read together, which is exactly what a fleet pass makes possible.
The rules being applied belong to docs:skill-forge and live in its bundled references.
When to use
A repository-wide sweep: before or after reorganizing plugins, when choosing what to refactor next, or on a periodic pass over accumulated drift.
Do not use it for one skill (docs:skill-audit) or to write one (docs:skill-forge).
Prerequisites
Run from the repository root. Node 18+ for the measurement script. Nothing else: no MCP server, no external CLI, and no other skill is required at any step.
Procedure
1. Measure the fleet
# Honor a caller-supplied PLUGIN_ROOT first — the abort message below tells the user to
# export it, and starting from CLAUDE_PLUGIN_ROOT would overwrite that escape hatch.
PLUGIN_ROOT="${PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT:-}}"
[ -z "$PLUGIN_ROOT" ] && [ -d plugins/docs/skills ] && PLUGIN_ROOT=plugins/docs
if [ -z "$PLUGIN_ROOT" ]; then
# Rank Codex cache candidates on the version basename, not the whole path: a plain
# sort puts 0.9.0 above 0.10.0 and lets the marketplace directory outrank the version.
cache_root="${CODEX_PLUGIN_CACHE:-$HOME/.codex/plugins/cache}"
if sort -V </dev/null >/dev/null 2>&1; then vsort="sort -V"; else vsort="sort -t. -k1,1n -k2,2n -k3,3n"; fi
PLUGIN_ROOT=$(ls -1d "$cache_root"/*/docs/* 2>/dev/null | awk -F/ '{print $NF "\t" $0}' | $vsort | tail -1 | cut -f2-)
fi
[ -d "$PLUGIN_ROOT/skills" ] || { echo "docs plugin root not found; export PLUGIN_ROOT" >&2; exit 1; }
MEASURE="$PLUGIN_ROOT/skills/skill-forge/scripts/measure-skills.mjs"
mkdir -p docs/audit
# Name the roots to sweep. With no argument the measurer defaults to `plugins/` when it
# exists, so a repository that also keeps skills under `.claude/skills/` gets a partial
# scan reported as repository-wide. List every root that holds skills here.
SWEEP_ROOTS="${SWEEP_ROOTS:?set SWEEP_ROOTS to every skill root to sweep, e.g. \"plugins .claude/skills\"}"
# zsh does not word-split an unquoted parameter, so a multi-root value would arrive as one
# path and measure nothing. Ask for POSIX splitting; the probe is a no-op under bash/sh.
set -o shwordsplit 2>/dev/null || true
node "$MEASURE" $SWEEP_ROOTS; rc=$?
# Exit 2 means part of the tree could not be read. Continuing would build a cohort and a
# report from a baseline that silently omits those skills — the false-clean sweep this
# skill's Pitfalls section forbids. Stop and report the unverified scope instead.
[ "$rc" -eq 0 ] || { echo "measure-skills exited $rc — scope incomplete, sweep stopped" >&2; exit 1; }
# Never overwrite an earlier run's artifacts: the first run's numbers are the baseline
# the next one is compared against. Testing for the file and then redirecting is not
# enough — two sweeps started in the same second, or in parallel, both pass the test and
# the second `>` wins. Reserve the CSV atomically instead: under `noclobber` the shell
# opens with O_EXCL, so exactly one racing run gets each candidate.
# Both artifacts share one base, so the base is what gets reserved — not just the CSV.
# Checking only `.csv` re-picked a base whose `.md` still existed (the failure cleanup
# below removes the CSV but never the report), and Step 6 then overwrote that report.
base="docs/audit/$(date +%Y-%m-%d)-fleet"; OUT="$base"; n=0
until [ ! -e "$OUT.md" ] && (set -o noclobber; : > "$OUT.csv") 2>/dev/null; do
n=$((n + 1)); OUT="$base-$n"
[ "$n" -gt 50 ] && { echo "measure: cannot reserve an audit path under $base" >&2; exit 1; }
done
node "$MEASURE" --csv $SWEEP_ROOTS > "$OUT.csv"; rc=$?
# Remove the reservation on failure. Leaving the truncated file behind hands the next
# reader a zero-row CSV that looks exactly like a fleet with nothing to report.
[ "$rc" -eq 0 ] || { rm -f "$OUT.csv"; echo "measure-skills --csv exited $rc — reservation $OUT.csv removed, no baseline written" >&2; exit 1; }
echo "report base: $OUT"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago Changed · -4 tokens per session 1d2e48fec1e7
- 10d ago First seen · 181 lines · 182 tokens per session scan A fba0dcf364f4
skill-fleet-review is a skill published in the GitHub repository YoungjaeDev/my-claude-plugins (2 stars, last pushed 3d ago), licensed MIT. It adds 178 tokens to every session and 2,531 once invoked, about $0.0009 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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