vamseeachanta
vamseeachanta/workspace-hub
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Write outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.
Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.
Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
正在显示 SKILL.md
基于 SOC 职业分类
| name | usage-tracker-3-usage-summary-reports |
| description | Sub-skill of usage-tracker: 3. Usage Summary Reports (+1). |
| version | 1.0.0 |
| category | _core |
| type | reference |
| scripts_exempt | true |
Generate human-readable reports:
#!/bin/bash
# ABOUTME: Usage summary report generation
# ABOUTME: Pattern from check_claude_usage.sh
# Colors
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
BLUE='\033[0;34m'
CYAN='\033[0;36m'
NC='\033[0m'
# Generate usage summary
generate_summary() {
local period="${1:-today}"
# Get counts
local opus_count=$(count_by_item "$period" "model" | grep opus | awk '{print $2}')
local sonnet_count=$(count_by_item "$period" "model" | grep sonnet | awk '{print $2}')
local haiku_count=$(count_by_item "$period" "model" | grep haiku | awk '{print $2}')
opus_count=${opus_count:-0}
sonnet_count=${sonnet_count:-0}
haiku_count=${haiku_count:-0}
local total=$((opus_count + sonnet_count + haiku_count))
if [[ $total -eq 0 ]]; then
echo -e "${YELLOW}No usage recorded for $period${NC}"
return
fi
# Calculate percentages
local opus_pct=$((opus_count * 100 / total))
local sonnet_pct=$((sonnet_count * 100 / total))
local haiku_pct=$((haiku_count * 100 / total))
# Display report
echo -e "${CYAN}═══════════════════════════════════════${NC}"
echo -e "${CYAN} Usage Summary - ${period}${NC}"
echo -e "${CYAN}═══════════════════════════════════════${NC}"
echo ""
echo -e " Total tasks: ${BLUE}${total}${NC}"
echo ""
echo -e " ${GREEN}Opus:${NC} ${opus_count} tasks (${opus_pct}%)"
echo -e " ${BLUE}Sonnet:${NC} ${sonnet_count} tasks (${sonnet_pct}%)"
echo -e " ${YELLOW}Haiku:${NC} ${haiku_count} tasks (${haiku_pct}%)"
echo ""
# Recommendations
if [[ $sonnet_pct -gt 50 ]]; then
echo -e "${RED}⚠️ High Sonnet usage (${sonnet_pct}%)${NC}"
echo -e " Consider shifting tasks to Opus or Haiku"
echo ""
fi
if [[ $haiku_pct -lt 20 ]]; then
echo -e "${YELLOW}ℹ️ Low Haiku usage (${haiku_pct}%)${NC}"
echo -e " Opportunity to use Haiku for quick tasks"
echo ""
fi
echo -e "${CYAN}═══════════════════════════════════════${NC}"
echo -e " ${GREEN}Target Distribution:${NC}"
echo -e " Opus: 30% | Sonnet: 40% | Haiku: 30%"
echo -e "${CYAN}═══════════════════════════════════════${NC}"
}
Monitor against limits and thresholds:
#!/bin/bash
# ABOUTME: Threshold monitoring with alerts
# ABOUTME: Check usage against limits
# Thresholds
declare -A THRESHOLDS=(
["opus_daily"]=50
["sonnet_daily"]=100
["haiku_daily"]=200
["total_daily"]=250
["warning_pct"]=70
["critical_pct"]=90
)
# Check single threshold
check_threshold() {
local current="$1"
local limit="$2"
local name="$3"
if [[ $limit -eq 0 ]]; then
return 0
fi
local pct=$((current * 100 / limit))
if [[ $pct -ge ${THRESHOLDS[critical_pct]} ]]; then
echo -e "${RED}⚠️ CRITICAL: $name at ${pct}% (${current}/${limit})${NC}"
return 2
elif [[ $pct -ge ${THRESHOLDS[warning_pct]} ]]; then
echo -e "${YELLOW}⚠️ WARNING: at % (/)"
1
-e
0
}
() {
period=
status=0
-e
opus=$(count_by_item | grep opus | awk )
sonnet=$(count_by_item | grep sonnet | awk )
haiku=$(count_by_item | grep haiku | awk )
total=$(( + + ))
check_threshold || status=$?
check_threshold || status=$?
check_threshold || status=$?
check_threshold || status=$?
}