generated: '2026-08-30'
provider: ClosedLoop AI
slug: closedloop
skills:
- name: closedloopai
  file: closedloop-closedloopai-published-skill.md
  method: searched
  source: https://closedloop.sh/docs/.well-known/agent-skills/closedloopai/skill.md
  source_status: 200
  authored_by: provider
  description: >-
    ClosedLoop AI's OWN published Agent Skill, saved verbatim. Referenced as skills[0].url by the
    A2A agent card at https://docs.closedloop.sh/.well-known/agent-card.json. Covers the product
    model (Insight, Context, Behavior, Theme, Watch), the REST and MCP access paths, and when an
    agent should reach for the platform. This is a provider-published artifact -- do not edit it.
- name: closedloop-incremental-insight-export
  file: closedloop-incremental-insight-export.md
  method: generated
  authored_by: api-evangelist
  operations: [listInsights, getInsight]
  description: >-
    Repeatable, resumable warehouse export using the fixed-watermark cursor, with correct
    checkpointing and the two documented gaps (association-only changes, no deletion tombstones)
    called out.
- name: closedloop-theme-to-roadmap-evidence
  file: closedloop-theme-to-roadmap-evidence.md
  method: generated
  authored_by: api-evangelist
  operations: [listProducts, listAreas, getCoverage, listThemes, getTheme, listFeatures, getFeature,
    listInsights, getInsight]
  description: >-
    Ranked Theme down to verbatim customer quotes and buildable features, gated on a /coverage check
    so a thin scope is not mistaken for a real signal. Covers semantic-vs-lexical search, the 410
    merge pointer, and the scoped-vs-stored count trap.
- name: closedloop-competitive-and-churn-signals
  file: closedloop-competitive-and-churn-signals.md
  method: generated
  authored_by: api-evangelist
  operations: [listCompetitors, listCompetitorMentions, listContext, listCustomers, getCustomer,
    listInsights, getInsight]
  description: >-
    Competitor pressure and churn risk tied to the named customer and the deal behind it, using the
    shared customer_id join and the parent_id account family.
provider_published_skills_plugin:
  name: closedloop-skills
  count_documented: ~25
  docs: https://closedloop.sh/docs/skills/overview
  distribution: Anthropic community plugin marketplace
  install: "/plugin marketplace add anthropics/claude-plugins-community\n/plugin install closedloop-skills@claude-community"
  requires: the ClosedLoop AI MCP server, connected and authorized
  note: >-
    NOT VENDORED HERE. These ~25 skills (Deep Dive, PM Prep, Scope Guard, Synthetic Customer,
    Competitor Gap, Bug Blast Radius, Weekly Brief, Ship Notify, Case Study Scout and others) are
    distributed as a Claude Code plugin, not as files served from a ClosedLoop AI URL, so there is
    nothing to fetch verbatim. Each has a documentation page under
    https://closedloop.sh/docs/skills/. They are grounded in MCP TOOLS, not in the REST API.
  documented_skills: [deep-dive, pm-prep, scope-guard, synthetic-customer, competitor-gap,
    product-ambassadors, product-ambassador-outreach, spec, bug-blast-radius, sales-playbook,
    sales-proof, reference-customers, customer-proof, customer-proof-outreach, case-study-scout,
    proof-permissions, weekly-brief, csm-prep, ship-notify, watch, send-feedback]
grounding_note: >-
  Every operationId in the generated skills above is either present in
  openapi/closedloop-public-api-openapi.yaml or supplied by
  overlays/closedloop-public-api-overlay.yaml, and each skill names which. Eleven of the twenty
  published operations carry no operationId, so paths are given alongside ids wherever that is the
  case. No operation, parameter, error code or field name in these skills was invented.