skills/seeing/SKILL.md
Golden path /see — refresh stale score snapshots and identify canvases needing MER capture.
npx skillsauth add 0xHoneyJar/construct-beehive seeingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Golden path command that identifies stale canvases and refreshes their score API snapshots. Surfaces canvases missing MER (Most Engaged Response) data.
gp_check_score_apiscore_snapshot.captured_at older than stale_snapshot_hourssource scripts/observer/golden-path-lib.sh
gp_status_header "see"
# Step 1: Score API preflight
if ! gp_check_score_api; then
gp_status_fail "score-api" "unreachable — showing staleness ages without refreshing"
# Degrade: just show how stale each canvas is
fi
# Step 2: Find stale canvases
stale_count=0
refreshed_count=0
for canvas in $(gp_list_canvases); do
# Extract captured_at from frontmatter
# Compare against current time - stale_snapshot_hours
# If stale: refresh via score-api-query.sh, update frontmatter
done
if [[ "$refreshed_count" -gt 0 ]]; then
gp_status_ok "refresh" "${refreshed_count} canvases refreshed"
else
gp_status_skip "refresh" "all snapshots current"
fi
# Step 3: MER check
missing_mer=0
for canvas in $(gp_list_canvases); do
# Check if canvas has MER section
done
if [[ "$missing_mer" -gt 0 ]]; then
gp_status_ok "mer-check" "${missing_mer} canvases need MER capture"
else
gp_status_skip "mer-check" "all canvases have MERs"
fi
gp_progression_summary
gp_suggest_next "see"
gp_status_footer
| Truename | Purpose |
|----------|---------|
| score-api-query.sh | Fetch fresh score snapshots |
| /observe | Update canvas frontmatter |
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# /snapshot — MiDi Experience Record (MER) Capture Capture a point-in-time MER for a wallet. Produces a 4-layer snapshot: data state, visual screenshot, user perception, and decision context. ## Usage ``` /snapshot <wallet-or-alias> /snapshot xabbu --trigger feedback /snapshot xabbu --data-only /snapshot --cohort /snapshot --cohort --diff MER-2026-001 ``` ## Arguments | Argument | Description | Required | |----------|-------------|----------| | `wallet-or-alias` | Wallet address or alias fr
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