{
  "generated": "2026-04-06T07:43:02Z",
  "count": 40,
  "tools": [
    {
      "name": "clickspectre",
      "owner": "ppiankov",
      "description": "A spectral ClickHouse analyzer that tracks which tables are actually used and by whom. Maps queries to IPs/K8s services, flags dead tables and orphaned MVs, and helps keep your cluster clean and intentional.",
      "url": "https://github.com/ppiankov/clickspectre",
      "updated": "2026-03-31T11:16:31Z",
      "skill_md": "https://github.com/ppiankov/clickspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/clickspectre/main/docs/SKILL.md"
    },
    {
      "name": "pastewatch",
      "owner": "ppiankov",
      "description": "Detects and obfuscates sensitive data before it reaches AI systems — clipboard, CLI, and MCP server",
      "url": "https://github.com/ppiankov/pastewatch",
      "updated": "2026-04-06T04:46:30Z",
      "skill_md": "https://github.com/ppiankov/pastewatch/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/pastewatch/main/docs/SKILL.md"
    },
    {
      "name": "kubenow",
      "owner": "ppiankov",
      "description": "Attention-first Kubernetes analysis for incidents, cost, and capacity — deterministic by default, AI-assisted when useful.",
      "url": "https://github.com/ppiankov/kubenow",
      "updated": "2026-04-02T10:47:02Z",
      "skill_md": "https://github.com/ppiankov/kubenow/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/kubenow/main/docs/SKILL.md"
    },
    {
      "name": "infranow",
      "owner": "ppiankov",
      "description": "Attention-first infrastructure monitoring. Shows only what matters right now — stays silent otherwise.",
      "url": "https://github.com/ppiankov/infranow",
      "updated": "2026-03-27T16:07:03Z",
      "skill_md": "https://github.com/ppiankov/infranow/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/infranow/main/docs/SKILL.md"
    },
    {
      "name": "contextspectre",
      "owner": "ppiankov",
      "description": "Reasoning hygiene layer for Claude Code — see what fills your context, what it costs, cut what no longer matters",
      "url": "https://github.com/ppiankov/contextspectre",
      "updated": "2026-04-04T09:26:33Z",
      "skill_md": "https://github.com/ppiankov/contextspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/contextspectre/main/docs/SKILL.md"
    },
    {
      "name": "logtap",
      "owner": "ppiankov",
      "description": "Ephemeral log mirror for Kubernetes — capture, replay, and analyze with a live TUI",
      "url": "https://github.com/ppiankov/logtap",
      "updated": "2026-03-27T03:48:18Z",
      "skill_md": "https://github.com/ppiankov/logtap/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/logtap/main/docs/SKILL.md"
    },
    {
      "name": "ancc",
      "owner": "ppiankov",
      "description": "ANCC validator — verify CLI tools follow the Agent-Native CLI Convention",
      "url": "https://github.com/ppiankov/ancc",
      "updated": "2026-03-26T03:03:21Z",
      "skill_md": "https://github.com/ppiankov/ancc/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/ancc/main/docs/SKILL.md"
    },
    {
      "name": "vectorpad",
      "owner": "ppiankov",
      "description": "Semantic-preserving editor for reasoning intent",
      "url": "https://github.com/ppiankov/vectorpad",
      "updated": "2026-03-28T05:52:34Z",
      "skill_md": "https://github.com/ppiankov/vectorpad/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/vectorpad/main/docs/SKILL.md"
    },
    {
      "name": "airflowpulse",
      "owner": "ppiankov",
      "description": "A heartbeat monitor for Apache Airflow — polls REST API and metadata DB, exposes Prometheus metrics, fires alerts",
      "url": "https://github.com/ppiankov/airflowpulse",
      "updated": "2026-03-27T15:13:11Z",
      "skill_md": "https://github.com/ppiankov/airflowpulse/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/airflowpulse/main/docs/SKILL.md"
    },
    {
      "name": "logspectre",
      "owner": "ppiankov",
      "description": "",
      "url": "https://github.com/ppiankov/logspectre",
      "updated": "2026-03-27T03:47:39Z",
      "skill_md": "https://github.com/ppiankov/logspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/logspectre/main/docs/SKILL.md"
    },
    {
      "name": "mongopulse",
      "owner": "ppiankov",
      "description": "A heartbeat monitor for MongoDB — polls serverStatus, exposes 65 Prometheus metrics, detects query regressions, unused indexes, election storms, and connection exhaustion",
      "url": "https://github.com/ppiankov/mongopulse",
      "updated": "2026-03-27T03:45:34Z",
      "skill_md": "https://github.com/ppiankov/mongopulse/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/mongopulse/main/docs/SKILL.md"
    },
    {
      "name": "cispectre",
      "owner": "ppiankov",
      "description": "GitHub Actions waste auditor",
      "url": "https://github.com/ppiankov/cispectre",
      "updated": "2026-03-27T03:46:31Z",
      "skill_md": "https://github.com/ppiankov/cispectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/cispectre/main/docs/SKILL.md"
    },
    {
      "name": "deployscope",
      "owner": "ppiankov",
      "description": "Lightweight Kubernetes deployment monitor with REST API",
      "url": "https://github.com/ppiankov/deployscope",
      "updated": "2026-03-27T03:47:52Z",
      "skill_md": "https://github.com/ppiankov/deployscope/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/deployscope/main/docs/SKILL.md"
    },
    {
      "name": "elasticspectre",
      "owner": "ppiankov",
      "description": "",
      "url": "https://github.com/ppiankov/elasticspectre",
      "updated": "2026-03-27T03:47:42Z",
      "skill_md": "https://github.com/ppiankov/elasticspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/elasticspectre/main/docs/SKILL.md"
    },
    {
      "name": "kubespectre",
      "owner": "ppiankov",
      "description": "Kubernetes security posture auditor — RBAC, pod security, network policies, secrets, service accounts",
      "url": "https://github.com/ppiankov/kubespectre",
      "updated": "2026-03-27T03:46:10Z",
      "skill_md": "https://github.com/ppiankov/kubespectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/kubespectre/main/docs/SKILL.md"
    },
    {
      "name": "deliveryproof",
      "owner": "ppiankov",
      "description": "Live multi-agent coordination proof — user asks about email delivery, two agents investigate via shared work orders",
      "url": "https://github.com/ppiankov/deliveryproof",
      "updated": "2026-03-27T05:47:25Z",
      "skill_md": "https://github.com/ppiankov/deliveryproof/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/deliveryproof/main/docs/SKILL.md"
    },
    {
      "name": "rdsspectre",
      "owner": "ppiankov",
      "description": "Managed database waste and security auditor for AWS RDS and GCP Cloud SQL",
      "url": "https://github.com/ppiankov/rdsspectre",
      "updated": "2026-03-27T03:46:02Z",
      "skill_md": "https://github.com/ppiankov/rdsspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/rdsspectre/main/docs/SKILL.md"
    },
    {
      "name": "noisepan",
      "owner": "ppiankov",
      "description": "Local-only signal extractor for noisy information streams. Telegram, RSS, Reddit sources. Deterministic keyword scoring, no ML. Terminal-first digest.",
      "url": "https://github.com/ppiankov/noisepan",
      "updated": "2026-03-21T03:16:14Z",
      "skill_md": "https://github.com/ppiankov/noisepan/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/noisepan/main/docs/SKILL.md"
    },
    {
      "name": "s3spectre",
      "owner": "ppiankov",
      "description": "S3 auditor for codebases and AWS. Scans repos for S3 bucket/object references, compares against AWS, detects missing buckets, unused buckets, stale objects, and suspicious versioned files.",
      "url": "https://github.com/ppiankov/s3spectre",
      "updated": "2026-03-21T08:58:22Z",
      "skill_md": "https://github.com/ppiankov/s3spectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/s3spectre/main/docs/SKILL.md"
    },
    {
      "name": "iamspectre",
      "owner": "ppiankov",
      "description": "Cross-cloud IAM auditor — finds unused, over-permissioned, and stale identities across AWS and GCP",
      "url": "https://github.com/ppiankov/iamspectre",
      "updated": "2026-03-27T03:46:23Z",
      "skill_md": "https://github.com/ppiankov/iamspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/iamspectre/main/docs/SKILL.md"
    },
    {
      "name": "clickpulse",
      "owner": "ppiankov",
      "description": "A heartbeat monitor for ClickHouse — polls system tables, exposes Prometheus metrics",
      "url": "https://github.com/ppiankov/clickpulse",
      "updated": "2026-03-27T12:02:54Z",
      "skill_md": "https://github.com/ppiankov/clickpulse/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/clickpulse/main/docs/SKILL.md"
    },
    {
      "name": "gcpspectre",
      "owner": "ppiankov",
      "description": "GCP resource waste auditor — finds idle, orphaned, and oversized resources",
      "url": "https://github.com/ppiankov/gcpspectre",
      "updated": "2026-03-27T03:46:20Z",
      "skill_md": "https://github.com/ppiankov/gcpspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/gcpspectre/main/docs/SKILL.md"
    },
    {
      "name": "gcsspectre",
      "owner": "ppiankov",
      "description": "GCP Cloud Storage auditor — finds unused, misconfigured, and wasteful GCS buckets",
      "url": "https://github.com/ppiankov/gcsspectre",
      "updated": "2026-03-27T03:46:13Z",
      "skill_md": "https://github.com/ppiankov/gcsspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/gcsspectre/main/docs/SKILL.md"
    },
    {
      "name": "dnsspectre",
      "owner": "ppiankov",
      "description": "",
      "url": "https://github.com/ppiankov/dnsspectre",
      "updated": "2026-03-27T03:47:46Z",
      "skill_md": "https://github.com/ppiankov/dnsspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/dnsspectre/main/docs/SKILL.md"
    },
    {
      "name": "pgpulse",
      "owner": "ppiankov",
      "description": "PostgreSQL Prometheus metrics exporter — pulse check for Patroni clusters",
      "url": "https://github.com/ppiankov/pgpulse",
      "updated": "2026-03-27T09:59:59Z",
      "skill_md": "https://github.com/ppiankov/pgpulse/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/pgpulse/main/docs/SKILL.md"
    },
    {
      "name": "awsspectre",
      "owner": "ppiankov",
      "description": "AWS resource waste auditor — finds idle, orphaned, and oversized resources costing money for nothing",
      "url": "https://github.com/ppiankov/awsspectre",
      "updated": "2026-03-27T03:46:29Z",
      "skill_md": "https://github.com/ppiankov/awsspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/awsspectre/main/docs/SKILL.md"
    },
    {
      "name": "spectrehub",
      "owner": "ppiankov",
      "description": "Central aggregator for the Spectre tool family. Collects, stores, and visualizes usage data from VaultSpectre, KafkaSpectre, S3Spectre, PgSpectre, MongoSpectre, and others. Enables cross-system drift detection, dependency mapping, and infra cleanup intelligence.",
      "url": "https://github.com/ppiankov/spectrehub",
      "updated": "2026-03-22T16:13:16Z",
      "skill_md": "https://github.com/ppiankov/spectrehub/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/spectrehub/main/docs/SKILL.md"
    },
    {
      "name": "mongospectre",
      "owner": "ppiankov",
      "description": "Static + runtime MongoDB auditor. Scans codebases for Mongo collection & query usage, compares to live database schema and indexes, detects missing collections, unused collections, schema drift, and unindexed queries.",
      "url": "https://github.com/ppiankov/mongospectre",
      "updated": "2026-03-21T08:58:50Z",
      "skill_md": "https://github.com/ppiankov/mongospectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/mongospectre/main/docs/SKILL.md"
    },
    {
      "name": "mysqlpulse",
      "owner": "ppiankov",
      "description": "A heartbeat monitor for MySQL — polls server status, exposes Prometheus metrics, fires alerts",
      "url": "https://github.com/ppiankov/mysqlpulse",
      "updated": "2026-03-29T04:08:11Z",
      "skill_md": "https://github.com/ppiankov/mysqlpulse/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/mysqlpulse/main/docs/SKILL.md"
    },
    {
      "name": "entropia",
      "owner": "ppiankov",
      "description": "A diagnostic tool for detecting entropy, decay, and support gaps in public claims.",
      "url": "https://github.com/ppiankov/entropia",
      "updated": "2026-03-21T03:19:09Z",
      "skill_md": "https://github.com/ppiankov/entropia/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/entropia/main/docs/SKILL.md"
    },
    {
      "name": "ecrspectre",
      "owner": "ppiankov",
      "description": "Container registry waste auditor — finds stale, untagged, and oversized images in AWS ECR and GCP Artifact Registry",
      "url": "https://github.com/ppiankov/ecrspectre",
      "updated": "2026-03-27T03:46:16Z",
      "skill_md": "https://github.com/ppiankov/ecrspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/ecrspectre/main/docs/SKILL.md"
    },
    {
      "name": "aispectre",
      "owner": "ppiankov",
      "description": "AI/LLM spend waste auditor. Finds idle API keys, underused models, and wasted compute.",
      "url": "https://github.com/ppiankov/aispectre",
      "updated": "2026-03-27T03:46:35Z",
      "skill_md": "https://github.com/ppiankov/aispectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/aispectre/main/docs/SKILL.md"
    },
    {
      "name": "redisspectre",
      "owner": "ppiankov",
      "description": "Redis waste and hygiene auditor",
      "url": "https://github.com/ppiankov/redisspectre",
      "updated": "2026-03-27T03:46:06Z",
      "skill_md": "https://github.com/ppiankov/redisspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/redisspectre/main/docs/SKILL.md"
    },
    {
      "name": "snowspectre",
      "owner": "ppiankov",
      "description": "",
      "url": "https://github.com/ppiankov/snowspectre",
      "updated": "2026-03-27T03:46:38Z",
      "skill_md": "https://github.com/ppiankov/snowspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/snowspectre/main/docs/SKILL.md"
    },
    {
      "name": "pgspectre",
      "owner": "ppiankov",
      "description": "Static + runtime PostgreSQL auditor. Scans codebases for table/column/query usage, compares with live Postgres schema & statistics, detects unused tables, unused indexes, schema drift, and unindexed queries.",
      "url": "https://github.com/ppiankov/pgspectre",
      "updated": "2026-03-21T08:58:26Z",
      "skill_md": "https://github.com/ppiankov/pgspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/pgspectre/main/docs/SKILL.md"
    },
    {
      "name": "trustwatch",
      "owner": "ppiankov",
      "description": "Kubernetes trust surface monitoring - discovers expiring certs on webhooks, API aggregation, service meshes, and annotated services",
      "url": "https://github.com/ppiankov/trustwatch",
      "updated": "2026-03-26T03:22:47Z",
      "skill_md": "https://github.com/ppiankov/trustwatch/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/trustwatch/main/docs/SKILL.md"
    },
    {
      "name": "vaultspectre",
      "owner": "ppiankov",
      "description": "Static + runtime HashiCorp Vault auditor. Scans repos for Vault secret paths, verifies existence in Vault, detects unused or abandoned secrets, and generates CI-ready reports.",
      "url": "https://github.com/ppiankov/vaultspectre",
      "updated": "2026-03-26T08:59:59Z",
      "skill_md": "https://github.com/ppiankov/vaultspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/vaultspectre/main/docs/SKILL.md"
    },
    {
      "name": "azurespectre",
      "owner": "ppiankov",
      "description": "Azure resource waste auditor",
      "url": "https://github.com/ppiankov/azurespectre",
      "updated": "2026-03-27T03:45:58Z",
      "skill_md": "https://github.com/ppiankov/azurespectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/azurespectre/main/docs/SKILL.md"
    },
    {
      "name": "kafkaspectre",
      "owner": "ppiankov",
      "description": "Static + runtime Kafka topic auditor. Scans code/config repos for Kafka topic usage, compares with actual cluster metadata, detects missing, unused, or orphaned topics, and produces CI/CD-friendly reports.",
      "url": "https://github.com/ppiankov/kafkaspectre",
      "updated": "2026-03-21T08:58:24Z",
      "skill_md": "https://github.com/ppiankov/kafkaspectre/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/kafkaspectre/main/docs/SKILL.md"
    },
    {
      "name": "chainwatch",
      "owner": "ppiankov",
      "description": "A runtime control plane for AI agents that reasons over execution chains and refuses irreversible actions before commitment.",
      "url": "https://github.com/ppiankov/chainwatch",
      "updated": "2026-04-06T04:28:07Z",
      "skill_md": "https://github.com/ppiankov/chainwatch/blob/main/docs/SKILL.md",
      "skill_md_raw": "https://raw.githubusercontent.com/ppiankov/chainwatch/main/docs/SKILL.md"
    }
  ]
}