The context your AI runs on.

# manifests/world-ecology.toml — the Ecology & Ecosystems Knowledge World as a PaperAgents team.
# Authored in qukaizen-site, CONFORMING TO the PaperAgents manifest schema
# (paperagents/src/schema/manifest.ts). This file is the committed SOURCE OF TRUTH for the
# Ecology World's build team, knowledge sources, and refresh cadence, and the World build is GATED on it.
#
# HONEST FRAMING: this manifest DECLARES the build team and GATES the build. It does NOT mean
# PaperAgents agents executed or gathered the corpus — Claude's adversarial-verify workflow authored it.
# The agent roles below LABEL that workflow onto PaperAgents' real role enum; they did not run.
#
# The `analyst`, `compliance`, and `executor` agents in this manifest LABEL the research /
# adversarial-verification / assembly steps of the Claude workflow onto PaperAgents' real role enum.
# They declare the build team; they did not execute.

[[teams]]
[teams.metadata]
name      = "world-ecology"
namespace = "dac"
[teams.metadata.labels]
world       = "ecology"
displayName = "Ecology & Ecosystems"

[teams.spec]
description = "The Ecology & Ecosystems Knowledge World — sourced, compiled, served at /worlds/ecology"
[teams.spec.watch]
enabled         = true
intervalSeconds = 86400   # declared DaC refresh cadence (must equal REFRESH_SECONDS in lib/worlds/ecology.ts)

[[agents]]
[agents.metadata]
name      = "ecology-researcher"
namespace = "dac"
[agents.spec]
teamRef          = "dac/world-ecology"
role             = "analyst"        # research/drafting — analyst requires hybrid
modelTier        = "hybrid"
responsibilities = ["Draft ecosystem-level term entries from the cited canon"]

[[agents]]
[agents.metadata]
name      = "ecology-skeptic"
namespace = "dac"
[agents.spec]
teamRef          = "dac/world-ecology"
role             = "compliance"     # adversarial provenance/myth gate — compliance requires frontier
modelTier        = "frontier"
responsibilities = ["Adversarially verify every claim and source; reject pop-ecology myths"]

[[agents]]
[agents.metadata]
name      = "ecology-compiler"
namespace = "dac"
[agents.spec]
teamRef          = "dac/world-ecology"
role             = "executor"       # deterministic assembly — executor requires sml-executor
modelTier        = "sml-executor"
responsibilities = ["Assemble validated shards into terms.json + WorldSpec"]

[[knowledge]]
[knowledge.metadata]
name      = "ecology-corpus"
namespace = "dac"
[knowledge.spec]
teamRef = "dac/world-ecology"
sources = [
  "./public/worlds/ecology/terms.json",
  "Begon, Townsend & Harper — Ecology: From Individuals to Ecosystems",
  "Molles — Ecology: Concepts and Applications",
  "Odum & Barrett — Fundamentals of Ecology",
  "Millennium Ecosystem Assessment (2005)",
  "IPBES Global Assessment (2019)",
]