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 gwittebolle/claude-carbon/plugin install claude-carbonWrote 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/gwittebolle/claude-carbon/carbon-report)<a href="https://agentmods.dev/skills/gwittebolle/claude-carbon/carbon-report"><img src="https://agentmods.dev/badge/skills/gwittebolle/claude-carbon/carbon-report/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/gwittebolle/claude-carbon/carbon-report"><img src="https://agentmods.dev/badge/skills/gwittebolle/claude-carbon/carbon-report.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 | $0.00012 | $0.02306 |
| Opus 5 | $0.00006 | $0.01153 |
| Sonnet 5 | $0.00002 | $0.00461 |
| Haiku 4.5 | $0.00001 | $0.00231 |
Grade A, and why
carbon-report scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 165 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Run the following bash script exactly as written and present the output to the user. Do not paraphrase or reformat the results.
#!/usr/bin/env bash
# Locate the install (equivalence factors + shared locale lib live in the repo),
# mirroring /carbon-card: status line wiring first, then plugin root, then default.
# Windows (Git Bash): CLAUDE_* variables and the paths stored in settings.json can
# arrive in the native "C:\Users\..." spelling, which bash cannot open. cygpath
# ships with Git for Windows; everywhere else this is the identity function.
ccp() {
case "${OSTYPE:-}" in msys*|cygwin*) ;; *) printf '%s' "$1"; return 0 ;; esac
case "$1" in
[A-Za-z]:[\\/]*|*\\*) cygpath -u "$1" 2>/dev/null || printf '%s' "$1" ;;
*) printf '%s' "$1" ;;
esac
}
CFG="$(ccp "${CLAUDE_CONFIG_DIR:-$HOME/.claude}")"
REPO_DIR=""
if command -v jq >/dev/null 2>&1 && [ -f "$CFG/settings.json" ]; then
SL_CMD="$(jq -r '.statusLine.command // empty' "$CFG/settings.json" 2>/dev/null)"
# statusLine.command stores a shell-escaped path: expand ~ and unescape spaces
SL_CMD="${SL_CMD//\\ / }"; SL_CMD="${SL_CMD/#\~/$HOME}"; SL_CMD="$(ccp "$SL_CMD")"
[ -n "$SL_CMD" ] && [ -f "$SL_CMD" ] && REPO_DIR="$(cd "$(dirname "$SL_CMD")/.." 2>/dev/null && pwd)"
fi
[ -z "$REPO_DIR" ] && [ -n "${CLAUDE_PLUGIN_ROOT:-}" ] && REPO_DIR="$(ccp "$CLAUDE_PLUGIN_ROOT")"
[ -z "$REPO_DIR" ] && [ -n "${CLAUDE_CARBON_DIR:-}" ] && REPO_DIR="$(ccp "$CLAUDE_CARBON_DIR")"
if [ -z "$REPO_DIR" ]; then
# Pure marketplace installs reach here: settings.json carries no statusLine.command
# (the status line is wired through plugin.json) and CLAUDE_PLUGIN_ROOT is not in the
# env of a skill's bash. Pick the newest cached plugin copy, the same scan as
# statusline.sh CACHE_LATEST, keeping only candidates that ship the equivalence lib.
CACHE_LATEST=""
for D in "$CFG/plugins/cache"/*/claude-carbon/*/; do
[ -f "${D}scripts/equiv-lib.sh" ] || continue
if [ -z "$CACHE_LATEST" ] || [ "$(printf '%s\n%s\n' "$CACHE_LATEST" "$D" | sort -V | tail -1)" = "$D" ]; then
CACHE_LATEST="$D"
fi
done
[ -n "$CACHE_LATEST" ] && REPO_DIR="${CACHE_LATEST%/}"
fi
[ -z "$REPO_DIR" ] && REPO_DIR="$HOME/code/claude-carbon"
FACTORS_FILE="$REPO_DIR/data/factors.json"
if ! command -v jq >/dev/null 2>&1 || [ ! -f "$FACTORS_FILE" ] || [ ! -f "$REPO_DIR/scripts/equiv-lib.sh" ]; then
echo "Error: jq and $REPO_DIR/data/factors.json are required (equivalence factors)." >&2
exit 1
fi
# Pick the equivalence set from the user locale BEFORE LC_ALL=C below masks it:
# the factors are country-specific (a French car and a US car differ by ~1.7x).
. "$REPO_DIR/scripts/equiv-lib.sh"
EQUIV_SET="$(detect_equiv_set)"
# Force C locale: comma-decimal locales (de_DE, fr_FR) make awk mis-parse
# "431.7045" as 431 and print "431,0" instead of "431.7"
export LC_ALL=C
DB_PATH="$(ccp "${CLAUDE_CARBON_DB:-${CLAUDE_CONFIG_DIR:-$HOME/.claude}/claude-carbon/carbon.db}")"
if [ ! -f "$DB_PATH" ]; then
echo "Database not found. Run setup.sh first:"
echo " bash ${CLAUDE_CARBON_DIR:-$HOME/code/claude-carbon}/scripts/setup.sh"
exit 1
fi
CURRENT_YEAR="$(date +%Y)"
TODAY="$(date +%Y-%m-%d)"
# Ensure the excluded column exists on pre-existing DBs (idempotent).
# Excluded sessions (non-Anthropic models, e.g. local models) are left out of all aggregates.
sqlite3 "$DB_PATH" "ALTER TABLE sessions ADD COLUMN excluded INTEGER DEFAULT 0;" 2>/dev/null || true
NOT_EXCLUDED="COALESCE(excluded, 0) = 0"
# --- Aggregates ---
TODAY_CO2="$(sqlite3 "$DB_PATH" "SELECT COALESCE(SUM(co2_grams), 0) FROM sessions WHERE ${NOT_EXCLUDED} AND started_at LIKE '${TODAY}%';" | awk '{printf "%.1f", $1}')"
TODAY_SESSIONS="$(sqlite3 "$DB_PATH" "SELECT COUNT(*) FROM sessions WHERE ${NOT_EXCLUDED} AND started_at LIKE '${TODAY}%';")"
YEAR_CO2="$(sqlite3 "$DB_PATH" "SELECT COALESCE(SUM(co2_grams), 0) FROM sessions WHERE ${NOT_EXCLUDED} AND started_at LIKE '${CURRENT_YEAR}%';" | awk '{printf "%.1f", $1}')"
YEAR_SESSIONS="$(sqlite3 "$DB_PATH" "SELECT COUNT(*) FROM sessions WHERE ${NOT_EXCLUDED} AND started_at LIKE '${CURRENT_YEAR}%';")"
ALL_CO2="$(sqlite3 "$DB_PATH" "SELECT COALESCE(SUM(co2_grams), 0) FROM sessions WHERE ${NOT_EXCLUDED};" | awk '{printf "%.1f", $1}')"
ALL_SESSIONS="$(sqlite3 "$DB_PATH" "SELECT COUNT(*) FROM sessions WHERE ${NOT_EXCLUDED};")"
ALL_COST="$(sqlite3 "$DB_PATH" "SELECT COALESCE(SUM(cost_usd), 0) FROM sessions WHERE ${NOT_EXCLUDED};" | awk '{printf "%.2f", $1}')"
# --- Equivalences (all-time total) ---
# Factors: data/factors.json "equivalences" (single source, shared with the cards);
# derivations and sources: METHODOLOGY.md "Equivalences used in reports". France and
# undetected locales get the ADEME/SNCF set, a US locale the EPA one, everyone else
# the world average: a car, a kWh and a kilo of beef each differ by 2x+ between
# countries, so a single set would be wrong for most readers.
EQUIV_ROWS="$(jq -r --arg set "$EQUIV_SET" \
'.equivalences[$set][] | "\(.divisor)|\(.decimals)|\(.label)|\(.source)"' "$FACTORS_FILE" \
| while IFS='|' read -r divisor decimals label source; do
count="$(echo "$ALL_CO2" | awk -v d="$divisor" -v p="$decimals" '{ fmt = "%." p "f"; printf fmt, $1 / d }')"
printf '%s|%s|%s\n' "$count" "$label" "$source"
done)"
# A malformed or hand-edited factors.json must fail loudly, not print an empty section
if [ -z "$EQUIV_ROWS" ]; then
echo "Error: could not read the '$EQUIV_SET' equivalence set from $FACTORS_FILE" >&2
exit 1
fi
# --- Top 5 sessions by CO2 ---
TOP5="$(sqlite3 -separator '|' "$DB_PATH" \
"SELECT DATE(started_at), project, ROUND(co2_grams, 2), model, ROUND(cost_usd, 4)
FROM sessions
WHERE ${NOT_EXCLUDED}
ORDER BY co2_grams DESC
LIMIT 5;")"
# --- By project ---
BY_PROJECT="$(sqlite3 -separator '|' "$DB_PATH" \
"SELECT project, ROUND(SUM(co2_grams), 2), COUNT(*), ROUND(SUM(cost_usd), 4)
FROM sessions
WHERE ${NOT_EXCLUDED}
GROUP BY project
ORDER BY SUM(co2_grams) DESC;")"
echo "==============================="
echo " claude-carbon report"
echo "==============================="
echo ""
echo "Today (${TODAY})"
echo " CO2 : ${TODAY_CO2}g"
echo " Sessions : ${TODAY_SESSIONS}"
echo ""
echo "${CURRENT_YEAR}"
echo " CO2 : ${YEAR_CO2}g"
echo " Sessions : ${YEAR_SESSIONS}"
echo ""
echo "All time"
echo " CO2 : ${ALL_CO2}g"
echo " Sessions : ${ALL_SESSIONS}"
echo " Cost : \$${ALL_COST}"
echo ""
echo "--- Equivalences (all-time) ---"
while IFS='|' read -r count label source; do
[ -z "$count" ] && continue
printf " %10s %-20s (%s)\n" "$count" "$label" "$source"
done <<< "$EQUIV_ROWS"
echo ""
echo "--- Top 5 sessions by CO2 ---"
echo "Date | Project | CO2 (g) | Model | Cost"
echo "------------|-------------------------|---------|--------------------------------|--------"
while IFS='|' read -r date project co2 model cost; do
printf "%-11s | %-23s | %-7s | %-30s | \$%s\n" "$date" "$project" "$co2" "$model" "$cost"
done <<< "$TOP5"
echo ""
echo "--- By project ---"
echo "Project | CO2 (g) | Sessions | Cost"
echo "-------------------------|----------|----------|--------"
while IFS='|' read -r project co2 sessions cost; do
printf "%-25s | %-8s | %-8s | \$%s\n" "$project" "$co2" "$sessions" "$cost"
done <<< "$BY_PROJECT"
echo ""
echo "Team view (same methodology): tokenclimate.com"
echo ""
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.
- 8d ago Changed · +10 lines 9ef12472f3d5
- 12d ago First seen · 155 lines · 12 tokens per session scan A 8b59c551825f
carbon-report is a skill published in the GitHub repository gwittebolle/claude-carbon (193 stars, last pushed yesterday), licensed MIT. It adds 12 tokens to every session and 2,306 once invoked, about $0.0001 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 2026-08-30.
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