v2.1.0: creative names (Spark/Flow/swarm/Council/Vault) + prod test 19/19 pass

remove: PITCH.md

docs: Interview pitch doc for Nugget

docs: Complete architecture documentation for technical and non-technical readers

docs: Final README with real-world results, pip install, 3 usage levels

test: real-world regression test script

test: real-world regression results — 10/10 pass

launch: readiness report + test suite — LAUNCH_READINESS.md

launch: readiness report + test suite — tests/results/launch_readiness.json

launch: readiness report + test suite — tests/launch_readiness.py

release: PyPI packaging — MANIFEST.in

release: PyPI packaging — LICENSE

release: PyPI packaging — pyproject.toml

Track 4: breakthroughs + TOML prompts — purpose_agent/breakthroughs.py

Track 3: TOML prompts + PURPOSE_LEARNING.md whitepaper — PURPOSE_LEARNING.md

Track 3: TOML prompts + PURPOSE_LEARNING.md whitepaper — purpose_agent/purpose_function.py

Track 3: TOML prompts + PURPOSE_LEARNING.md whitepaper — purpose_agent/actor.py

Track 3: TOML prompts + PURPOSE_LEARNING.md whitepaper — purpose_agent/robust_parser.py

fix: universal parsing + OpenRouter + state bug — purpose_agent/orchestrator.py

fix: universal parsing + OpenRouter + state bug — purpose_agent/optimizer.py

fix: universal parsing + OpenRouter + state bug — purpose_agent/purpose_function.py

fix: universal parsing + OpenRouter + state bug — purpose_agent/actor.py

fix: universal parsing + OpenRouter + state bug — purpose_agent/llm_backend.py

fix: universal parsing + OpenRouter + state bug — purpose_agent/robust_parser.py

fix: real-model robustness — benchmarks/validate_real.py

fix: real-model robustness — purpose_agent/purpose_function.py

fix: real-model robustness — purpose_agent/actor.py

Track 2: validation suite with improvement curves, cold/warm, transfer, adversarial

Track 2: validation suite with improvement curves, cold/warm, transfer, adversarial

Track 2: validation suite with improvement curves, cold/warm, transfer, adversarial

Track 1: tests/test_core.py

Track 1: examples/quickstart.py

Track 1: pyproject.toml

Track 1: purpose_agent/slm_backends.py

Track 1: purpose_agent/experience_replay.py

Track 1: purpose_agent/tools.py

Track 1: purpose_agent/llm_backend.py

Track 1: purpose_agent/__init__.py

release: Purpose Agent v2.0.0 — final README with 13-paper architecture

release: Purpose Agent v2.0.0 — updated __init__.py with all V2 + research exports

V2 merge: COMPILED_RESEARCH.md

V2 merge: purpose_agent/unified.py

V2 merge: purpose_agent/tools.py

V2 merge: purpose_agent/retroformer.py

V2 merge: purpose_agent/llm_compiler.py

V2 merge: purpose_agent/prompt_optimizer.py

V2 merge: purpose_agent/self_taught.py

V2 merge: purpose_agent/meta_rewarding.py

V2 merge: purpose_agent/benchmark_v2.py

V2 merge: purpose_agent/evalport.py