agentsclimarketplace

Shelves Ship & operate

Incidents & on-call

856 rows from 236 repositories

When it is already broken in production.

What Incidents & on-call skills agree on

203 skill files read, by 209 of the 214 authors on this shelf whose files we hold, 2026-09-06

Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.

What they tell the agent to do

  1. Give each action item an owner and due date25 of 209 in 23 filesalso worded as Assign each action item an owner and due date; give every action item an owner and deadline
  2. Conduct blameless postmortem within 48 hours13 of 209 in 10 filesalso worded as Write a post-mortem within 48 hours; Conduct blameless post-mortems within 48 hours
  3. Mitigate impact before investigating root cause11 of 209 in 10 filesalso worded as Mitigate before diagnosing root cause; Mitigate customer impact before investigating root cause
  4. Apply Five Whys to identify root cause11 of 209 in 9 filesalso worded as Use five-whys for root cause analysis; Run 5-Whys to the root cause
  5. Try rollback first when a recent deploy caused it9 of 209 in 8 filesalso worded as roll back first when the incident correlates with a deploy; Roll back first when onset follows a deploy
  6. Keep post-mortems blameless8 of 209 in 7 filesalso worded as Facilitate blameless postmortems; Run post-mortems blamelessly
  7. Write blameless postmortems for all incidents8 of 209 in 6 filesalso worded as Write a blameless postmortem after incidents; Write blameless postmortem with action items and owners
  8. Create a runbook for every new alert8 of 209also worded as Link each alert to its runbook; Map every monitoring alert to a runbook
  9. Track action items to completion7 of 209also worded as Track action item completion to prevent recurrence; Track action items to closure
  10. Run automated enumeration scripts like linPEAS or winPEAS7 of 209 in 2 filesalso worded as Run automated enumeration scripts
  11. Update stakeholders every 15-30 minutes7 of 209 in 5 filesalso worded as Update stakeholders every 15-30 minutes during critical incidents; Send stakeholder updates every 30 minutes
  12. Give every action item an owner and priority7 of 209also worded as give each action item an owner and done-condition; Assign every action item an owner
  13. Assign an Incident Commander7 of 209also worded as Assign an Incident Commander to own coordination; Assign one named incident commander
  14. Detect and classify incident severity6 of 209 in 4 filesalso worded as Determine incident severity; classify incident severity before mitigating
  15. Contain the incident before investigating root cause6 of 209also worded as Contain impact before diagnosing root cause; Contain the incident before investigating.

What they tell it not to do

  1. Do not blame individuals21 of 209 in 18 filesalso worded as Do not blame individuals; Do not blame individuals in postmortems
  2. Do not skip postmortems or assign blame11 of 209 in 8 filesalso worded as Skipping the post-mortem; Never assign blame in postmortems
  3. Never blame individuals11 of 209also worded as blaming individuals; Never blame individuals
  4. Do not test without written authorization9 of 209 in 4 filesalso worded as Testing clusters without written authorization; Never operate without written authorization
  5. Do not alert on symptoms without actionable runbooks7 of 209 in 5 filesalso worded as Creating an alert without a runbook; Alerting on causes instead of symptoms
  6. Do not blame the author7 of 209also worded as Blaming individuals for the incident; Do not blame the author
  7. Do not stop at first-order effects6 of 209 in 4 filesalso worded as Stopping at first-order effects; Do not stop at the first symptom
  8. Do not skip small incidents6 of 209 in 4 filesalso worded as Skipping post-mortems for small incidents; Don't skip small incidents
  9. Do not use blame language6 of 209also worded as Never use blame language in customer messages; Don't use blame language
  10. Do not exceed three variables per scenario5 of 209 in 3 filesalso worded as Exceeding three variables per scenario; more than three variables per scenario

What they expect to be installed

  1. git log16 of 209
  2. kubectl14 of 209 in 9 files
  3. jq13 of 209 in 11 files
  4. grep11 of 209
  5. git10 of 209
  6. curl10 of 209
  7. Slack10 of 209
  8. PagerDuty9 of 209
  9. Terraform9 of 209 in 7 files
  10. LinPEAS8 of 209 in 3 files

What they ask it to produce

  1. Postmortem document45 of 209 in 40 filesalso worded as Blameless postmortem document; Post-mortem document
  2. Incident timeline18 of 209 in 16 filesalso worded as Timestamped incident timeline; Live incident timeline
  3. Status page updates17 of 209 in 15 filesalso worded as Status page updates and stakeholder briefings; Status page update
  4. Action items with owners and due dates15 of 209 in 13 filesalso worded as Action items with owners and deadlines; Action items with owners, dates, and tickets
  5. Blameless postmortems15 of 209 in 13 filesalso worded as blameless postmortem; Blameless post-mortem document
  6. Root cause analysis7 of 209 in 5 filesalso worded as 5-Whys root-cause analysis; root cause analysis with session evidence
  7. Incident response report7 of 209also worded as Incident report; Inline incident response report
  8. Postmortem with action items and owners7 of 209also worded as Postmortem with owned action items; Postmortem action items

When Incidents & on-call authors say to reach for one

The situations these authors wrote into their own files, counted out of the same 209 authors, with the skills that name each one

How Incidents & on-call skills are built

730 skill directories by 218 authors, read from their repositories’ own file trees 2026-08-05

The middle bundle among those shipping files is 3 files, 21.0 KB beside SKILL.md

Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.

The shape

  1. SKILL.md is the whole skill104 of 218 authors, 383 of 730 skills
  2. files ship beside it114 of 218 authors, 347 of 730 skills
  3. executable scripts ship inside38 of 218 authors, 128 of 730 skills

The folders they converge on

  1. references/73 of 218 authors, 249 of 730 skills
  2. scripts/34 of 218 authors, 118 of 730 skills
  3. assets/15 of 218 authors, 29 of 730 skills
  4. evals/11 of 218 authors, 20 of 730 skills
  5. resources/10 of 218 authors, 14 of 730 skills
  6. examples/8 of 218 authors, 9 of 730 skills
  • Rootly

    Rootly-AI-Labs/Rootly-MCP-server/com.rootly/mcp-server MCP server

    45 repo

    Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

  • Iam deceptive escalation auditor

    anyshift-io/sre-skills/skills/iam-deceptive-escalation-auditor Skill

    17 repo

    Open-source library of methodology-shaped SRE skills for AI agents (Apache 2.0)

  • Aiops autonomous incident response

    ivanshamaev/de-agent-skills/group_skills/infra_dataops_group_skills/aiops_autonomous_incident_response Skill

    no license15 repo

    Профессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform

  • Runframe mcp server

    runframe/runframe-mcp-server/io.github.runframe/runframe-mcp-server MCP server

    4 repo

    MCP server for Runframe incident management covering incidents, on-call, postmortems, and more.

  • Ai incident response

    obielin/responsible-ai-skills/skills/ai-incident-response Skill

    2 repo

    Skills framework for coding agents that enforces responsible AI practices — bias assessment, fairness testing, explainability, governance documentation, and alignment review. Auto-activates when building AI systems.

  • Incident Response MCP for Apache Airflow

    madamak/apache-airflow-mcp-server/io.github.madamak/apache-airflow-mcp-server MCP server

    2 repo

    Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

  • Dev docs suite

    nothingtosurprise/dev-docs-suite Skill

    no license1

    Claude Skill that generates post-mortems, ADRs, API docs & onboarding guides in seconds

  • Sgui stakeholder update

    sgui/sgui-stakeholder-update Skill

    1

    Stakeholder update skill for PO/BA/PM: reframe raw status by audience, cadence, and channel with so what + the ask.

  • Abstention escalation

    jasontang-ai/acp/skills/abstention-escalation Skill

    1 repo

    ACP is a reusable democratic coordination primitive for discussion under load. Relay is the reference implementation used to validate that primitive in practice.

  • Skill

    mihailShumilov/solana-incident-response-skill/skill Skill

    0 repo

    Live security incident-response & war-room playbook skill for Solana (Solana AI Kit).

  • Debug escalation

    tarangdeep-goel-by/claude-harness/claude/skills/debug-escalation Skill

    0 repo

    Dev-focused Claude Code harness — workflow-engine skills, in-repo memory, session continuity (/recall ↔ /vault-push), local telemetry, + a ready-to-fill vault scaffold. clone + ./install.sh and go.

  • Escalation handling

    joyboy257/usk/spec/examples/escalation-handling Skill

    0 repo

    Universal Skills Library — a Rust schema, CLI, adapter system, and optional registry for portable AI-agent skills across Claude Code, Codex, and future harnesses.

  • Risk register csf

    satishTheLegend/risk-register-csf Skill

    0

    Claude Code skill: a solo security program as durable artifacts — a living risk register, NIST CSF 2.0 self-assessment, and a lightweight incident-response plan. The right-sized GRC slice, no SOC2 ceremony.

  • FastMCP server that pages on-call via 100+ notification channels (Apprise wrappe

    adelaidasofia/paging-mcp/io.github.adelaidasofia/paging-mcp MCP server

    0 repo

    FastMCP server that pages on-call via 100+ notification channels (Apprise wrapper)

  • Outage mcp

    reshadat/outage-mcp/io.github.reshadat/outage-mcp MCP server

    0 repo

    Live service outage data from 100+ status pages. Ask your AI if Cloudflare is down.

  • Agent tool escalation

    realnaka/alphaloop/skills/agent-tool-escalation Skill

    19 repo

    人机投研闭环:你出方向,AI 帮你查证/选股/记账,决策权归人。A human-agent investment-research operating model as an installable skill suite.

  • Post mortem

    GeoffreyCoulaud/bgcpm/plugins/post-mortem/skills/post-mortem Skill

    4 repo

    Biggie G's Claude Plugin Markeplace

  • Solana incident response

    Berektassuly/solana-audit-skill/skills/solana-incident-response Skill

    3 repo

    Evidence-backed Solana audit skill for Claude Code and Agent Skills: report-backed taxonomy, workflows, checklists, and public finding corpus for Anchor and native Solana security reviews.

  • Kb postmortem

    Iabstergo1/pdf-to-study-kb/.agents/skills/kb-postmortem Skill

    1 repo

    对话式 agent(Claude Code / Codex)驱动的本地知识库编译器:把 PDF/DOCX/PPTX/Markdown 增量编译进一个去重、互联、可复现的 Obsidian 学习知识库。

  • On call mobile

    almasumdev/awesome-mobile-observability-agent-skills/.github/skills/alerts/on-call-mobile Skill

    no license1 repo

    Agent skills for logging, metrics, tracing, crash reporting, and analytics in mobile apps.

  • Postmortem analyst

    anmolg1997/prepostmortem-skills/postmortem-analyst Skill

    1 repo

    Pre-mortems and postmortems for AI coding agents: 261 tagged real-world incidents + a 12-class agentic-AI failure model, shipped as Claude Code skills.

  • Pir

    mvdmakesthings/skills/plugins/delivery/skills/pir Skill

    no license0 repo

    A curated set of Claude Code plugins that add structured workflows to your AI sessions

  • Operating production services

    nhattrung0911/shipwright/skills/operating-production-services Skill

    0 repo

    Production-grade engineering discipline for AI coding agents — 5 composable skills (plan, build, secure, operate) for Claude Code, Codex & Gemini. Never skips a step, never fakes done.

  • Crisis comms external

    SkillMedev/incident-response-command/skills/crisis-comms-external Skill

    0 repo

    SRE skills for triage, runbooks, alerting, and SLO-driven reliability ops

  • Postmortem

    dunkeln/skills/skills/postmortem Skill

    no license0 repo

    skills like a senior developer

  • Ciso incident response

    sarfaraz-munir/Claude-Code-Cyber-agents/.claude/skills/ciso-incident-response Skill

    0 repo

    Hierarchical CISO AI agent swarm for Claude Code — 10 specialist agents covering risk governance, compliance, threat intelligence, vulnerability management, incident response, and AI security (OWASP LLM Top 10 / MITRE ATLAS). Includes MCP tools, Claude Code skills etc.

  • Generate escalation

    Ibraheemolasupogit/google-adk-healthcare-pathway-escalation-agent/skills/generate_escalation Skill

    0 repo

    A secure Google ADK multi-agent system for synthetic NHS pathway assessment, MCP-based evidence retrieval, guardrails and human-in-the-loop escalation review.

  • Eng runbook

    nexu-io/open-design/design-templates/eng-runbook Skill

    85,608 repo

    🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK.

  • Eng runbook

    nexu-io/open-design/plugins/_official/examples/eng-runbook Skill

    85,608 repo

    🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK.

  • Incident response incident response

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/incident-response-incident-response Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Incident response smart fix

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/incident-response-smart-fix Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Linux privilege escalation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/linux-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • On call handoff patterns

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/on-call-handoff-patterns Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Pagerduty automation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/pagerduty-automation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Postmortem writing

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/postmortem-writing Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Privilege escalation methods

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/privilege-escalation-methods Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Seo forensic incident response

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/seo-forensic-incident-response Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Windows privilege escalation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/windows-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Incident response incident response

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/incident-response-incident-response Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Incident response smart fix

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/incident-response-smart-fix Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Linux privilege escalation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/linux-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • On call handoff patterns

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/on-call-handoff-patterns Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Pagerduty automation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/pagerduty-automation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Postmortem writing

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/postmortem-writing Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Privilege escalation methods

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/privilege-escalation-methods Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Seo forensic incident response

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/seo-forensic-incident-response Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Windows privilege escalation

    sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/windows-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Postmortem writing

    sickn33/agentic-awesome-skills/plugins/agentic-bundle-aas-observability-ir/skills/postmortem-writing Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Linux privilege escalation

    sickn33/agentic-awesome-skills/plugins/agentic-bundle-aas-security-engineer/skills/linux-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Postmortem writing

    sickn33/agentic-awesome-skills/plugins/agentic-bundle-observability-monitoring/skills/postmortem-writing Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Linux privilege escalation

    sickn33/agentic-awesome-skills/plugins/agentic-bundle-security-engineer/skills/linux-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Incident response incident response

    sickn33/agentic-awesome-skills/skills/incident-response-incident-response Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Incident response smart fix

    sickn33/agentic-awesome-skills/skills/incident-response-smart-fix Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Linux privilege escalation

    sickn33/agentic-awesome-skills/skills/linux-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • On call handoff patterns

    sickn33/agentic-awesome-skills/skills/on-call-handoff-patterns Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Pagerduty automation

    sickn33/agentic-awesome-skills/skills/pagerduty-automation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Postmortem writing

    sickn33/agentic-awesome-skills/skills/postmortem-writing Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Privilege escalation methods

    sickn33/agentic-awesome-skills/skills/privilege-escalation-methods Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Seo forensic incident response

    sickn33/agentic-awesome-skills/skills/seo-forensic-incident-response Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

  • Windows privilege escalation

    sickn33/agentic-awesome-skills/skills/windows-privilege-escalation Skill

    44,658 repo

    AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

All 856 in the catalog