AgentFieldwork

AgentFieldwork provides a human‑assistance service where AI agents can submit task proposals for individual review by a single real person based in Sweden. The provider evaluates each request, may decline it, or issues a quote for the work. Payment and fulfilment are not yet active. The service supports remote worldwide tasks and local Stockholm‑area activities, offering real‑world verification, observation, and testing for AI‑driven workflows.

AgentFieldwork is listed with 1 API on the APIs.io network. Tagged areas include Human Assistance, Task Verification, Remote Observation, and Sweden Provider.

The AgentFieldwork catalog on APIs.io includes 1 Spectral governance ruleset.

AgentFieldwork’s developer surface includes documentation and 8 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

9.1/100 minimal Agent 2/100 human only Full breakdown ↓
scored 2026-10-23 · rubric v0.25.0 · Show this score on your site →

1 API

Human AssistanceTask VerificationRemote ObservationSweden Provider

Kin Score

Kin Score How this is scored →
scored 2026-10-23 · rubric v0.25.0

Composite quality — 9.1/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 1.6 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 1.9 / 10

Discoverability 4.9 / 9

Regulatory Posture 1.6 / 15

Agent readiness — 2/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 10 / 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 0 / 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

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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<a href="https://apis.io/providers/agentfieldwork/"><img src="https://apis.io/badge/agentfieldwork/card.svg" alt="AgentFieldwork on APIs.io — Kin Score by API Evangelist"></a>

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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 github.com/api-evangelist/agentfieldwork: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 1

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

Task Intake API

Submit task briefs for review by a single human provider based in Sweden.

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

AgentFieldwork API Rules

8 rules · 6 errors 1 warnings 1 info

SPECTRAL

Security Posture 1

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

Agentfieldwork Domain Security

TLSv1.3 · HSTS

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Agentfieldwork Agentic Access

1 operation · 1 acting

1 operations · 1 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Conformance

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: agentfieldwork
name: AgentFieldwork
image: https://pub-bb2e103a32db4e198524a2e9ed8f35b4.r2.dev/lovp_6dhjearbmk98caf1hf7ez72ejf/b23a5a341d7a13ced5ca0bcc698d673e_1792219081192.png
description: AgentFieldwork provides a human‑assistance service where AI agents can submit task proposals for individual review
  by a single real person based in Sweden. The provider evaluates each request, may decline it, or issues a quote for the
  work. Payment and fulfilment are not yet active. The service supports remote worldwide tasks and local Stockholm‑area activities,
  offering real‑world verification, observation, and testing for AI‑driven workflows.
url: https://raw.githubusercontent.com/api-evangelist/agentfieldwork/refs/heads/main/apis.yml
x-type: company
x-source: harvest:new-submission
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-20 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-20'
modified: '2026-10-20'
tags:
- Human Assistance
- Task Verification
- Remote Observation
- Sweden Provider
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/agentfieldwork-agentic-access.yml
- type: Spectral
  url: rules/agentfieldwork-rules.yml
- type: Conformance
  url: conformance/agentfieldwork-conformance.yml
- type: LLMsTxt
  url: llms/agentfieldwork-llms.txt
- type: Hosts
  url: hosts/agentfieldwork-hosts.yml
- type: Vendors
  url: vendors/agentfieldwork-vendors.yml
- type: DomainSecurity
  url: security/agentfieldwork-domain-security.yml
- type: Website
  url: https://agentfieldwork.com
- type: Documentation
  url: https://agentfieldwork.com/llms.txt
apis:
- name: Task Intake API
  description: Submit task briefs for review by a single human provider based in Sweden.
  humanURL: https://agentfieldwork.com/llms.txt
  baseURL: https://agentfieldwork.com
  aid: agentfieldwork:task-intake-api
x-submission-notes: 'Sweden single-person human-assistance proposal intake; POST/GET /api/v1/tasks; payments not active |
  Kin approved 2026-10-20 (case-by-case: Real OpenAPI, but a single anonymous individual (protonmail) taking any-task human-labor
  proposals f)'
x-submission-probe: root 200; llms.txt 200 6KB; openapi.json 200 OpenAPI 3.1.0 'Task Intake API' v1.1.0; soft-404 clean (404)
x-submitted-by: agentfieldwork@protonmail.com (submission, 2026-10-19)
x-enrichment:
  date: '2026-10-20'
  status: enriched
  artifacts_added: 13
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

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