Assistant Gym

Assistant Gym builds a platform to improve AI assistants for better outcomes, lower costs, and fewer mistakes. It offers tools like Decision Audit, Handoff Check, and a suite of bounded utilities to evaluate, train, test, verify, certify, and audit assistants in real work contexts.

Assistant Gym is listed with 2 APIs on the APIs.io network. Tagged areas include Artificial Intelligence, Assistant, Productivity, Automation, and Platform.

The Assistant Gym catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Assistant Gym’s developer surface includes getting-started guide, support, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

20.1/100 emerging ▼ -5.3 Agent 18/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessOpen

2 APIs

Artificial Intelligence Assistant Productivity Automation Platform

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 20.1/100 · emerging

Contract Quality 5.0 / 21

Developer Ergonomics 2.2 / 17

Access Clarity 1.8 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 4.9 / 9

Regulatory Posture 3.4 / 15

Agent readiness — 18/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0

11 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 23.5 — up to +19.1 composite points
Access Clarity scores 10.5 — up to +17.9 composite points
Developer Ergonomics scores 13.1 — up to +17.4 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/assistantgym-com/apis.yml: open an issue on github.com/api-evangelist/assistantgym-com to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 2

Individual APIs this provider publishes, each with its own machine-readable definition.

Assistant Gym API

Public API for Assistant Gym, referenced on the Developers page.

Assistant Gym API

Assistant Gym API as documented publicly: 12 operations. Contract generated from the documentation by API Evangelist (2026-11-01); not the provider's own document.

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Assistantgym Com Context

11 classes · 30 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Assistant Gym API Rules

39 rules · 36 errors 1 warnings 2 info

SPECTRAL

JSON Schema 6

Standalone JSON Schema definitions for this provider's data models.

PostApiV1EvalReportResponse

4 properties

JSON SCHEMA

PostApiV1ExportRequest

8 properties

JSON SCHEMA

PostApiV1RunsRequest

2 properties

JSON SCHEMA

PostApiV1RunsResponse

3 properties

JSON SCHEMA

PostApiV1TeachRequest

2 properties

JSON SCHEMA

PostApiV1TurnsRequest

2 properties

JSON SCHEMA

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Assistantgym Com Authentication

0 schemes

SECURITY

Assistantgym Com Domain Security

TLSv1.3 · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Assistantgym Com Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Hosts

Hosts

Source (apis.yml)

aid: assistantgym-com
name: Assistant Gym
description: Assistant Gym builds a platform to improve AI assistants for better outcomes, lower costs, and fewer mistakes.
  It offers tools like Decision Audit, Handoff Check, and a suite of bounded utilities to evaluate, train, test, verify, certify,
  and audit assistants in real work contexts.
url: https://artifacts.apis.io/assistantgym-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-01 (modular-v1; was harvest)
accessModel:
  pricing: unknown
  onboarding: open
  trial: false
  try_now: false
  public: true
  gated: none
  gated_source:
  - onboarding
  label: Open access
  confidence: low
  probe_state: unreadable
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.20'
created: '2026-11-01'
modified: '2026-11-02'
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Developers page provides HTML docs but no machine‑readable OpenAPI/GraphQL/AsyncAPI spec.
  evidence:
  - url: https://assistantgym.com/developers.html
    status: 200
  checked: '2026-11-02'
tags:
- Artificial Intelligence
- Assistant
- Productivity
- Automation
- Platform
tags_raw:
- AI
- Assistant
- Productivity
- Automation
- Platform
image: https://assistantgym.com/assets/ag-v21-friction-20261013/icon.svg
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/assistantgym-com-rules.yml
- type: JSONLD
  url: json-ld/assistantgym-com-context.jsonld
- type: Vocabulary
  url: vocabulary/assistantgym-com-vocabulary.yml
- type: DataModel
  url: data-model/assistantgym-com-data-model.yml
- type: Conformance
  url: conformance/assistantgym-com-conformance.yml
- type: Hosts
  url: hosts/assistantgym-com-hosts.yml
- type: DomainSecurity
  url: security/assistantgym-com-domain-security.yml
- type: Website
  url: https://assistantgym.com/
- type: DeveloperPortal
  url: https://assistantgym.com/developers.html
- type: GettingStarted
  url: https://assistantgym.com/how-it-works.html
- type: Support
  url: https://assistantgym.com/status.html
- type: TermsOfService
  url: https://assistantgym.com/terms
- type: PrivacyPolicy
  url: https://assistantgym.com/privacy
apis:
- name: Assistant Gym API
  description: Public API for Assistant Gym, referenced on the Developers page.
  humanURL: https://assistantgym.com/developers.html
  aid: assistantgym-com:assistant-gym-api
- aid: assistantgym-com:assistantgym-com-api
  name: Assistant Gym API
  description: 'Assistant Gym API as documented publicly: 12 operations. Contract generated from the documentation by API
    Evangelist (2026-11-01);

    not the provider''s own document.'
  humanURL: https://assistantgym.com/developers
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/assistantgym-com-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/assistantgym-com-post-api-v1-export-request-schema.json
  - type: JSONSchema
    url: json-schema/assistantgym-com-post-api-v1-runs-response-schema.json
  - type: JSONSchema
    url: json-schema/assistantgym-com-post-api-v1-turns-request-schema.json
  - type: JSONSchema
    url: json-schema/assistantgym-com-post-api-v1-runs-request-schema.json
  - type: JSONSchema
    url: json-schema/assistantgym-com-post-api-v1-eval-report-response-schema.json
  - type: JSONSchema
    url: json-schema/assistantgym-com-post-api-v1-teach-request-schema.json
x-enrichment:
  date: '2026-11-01'
  status: enriched
  artifacts_added: 29
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

Assistant Gym API — frequently asked questions

Does Assistant Gym have an API?

Yes. APIs.io lists 2 APIs from Assistant Gym, including Assistant Gym API and Assistant Gym API.

Is there an OpenAPI specification for the Assistant Gym API?

Yes. APIs.io indexes 1 OpenAPI specification for Assistant Gym, each linked for download from this page.

How do I authenticate with the Assistant Gym API?

Assistant Gym documents its authentication (0 schemes). The details are profiled on APIs.io as Assistantgym Com Authentication.

Is the Assistant Gym API ready for AI agents?

Assistant Gym has a Kin Score of 20.1 out of 100 (emerging) and an Agent Readiness score of 17.6 (agent-aware), scored by API Evangelist on 2026-11-06.

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