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Claude Agent SDK sibling implementation of the portfolio-optimiser method: an open Python framework that finds cost savings inside each project in a portfolio.
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Kjell Tore Guttormsen 46f2f521f7 feat(context): S7 — D7 context seam: OKF navigation + gated ExpeL fold 
Step 1 of the loop, built from method-spec §3 alone:
- okf.py (pure stdlib): frontmatter parse, deterministic/tolerant/boundary-checked
  index navigation, bundle_context rendering with type:verdict exclusion
- experience.py: CandidateFeatures from the IR projection, §4.2 id minting,
  structural ranking (0.60·Jaccard + 0.25·type + 0.15·magnitude bucket),
  first-write-wins store, bundle seeding with the realization marker,
  fold-before-generation (empty retrieval → base unchanged)

Load-bearing (§11), each proved RED on detach: verdict-layer exclusion, fold,
seed learning fields, agent-toolkit import guard. 76/76 without an API key;
ruff + mypy --strict clean.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01QdSfQdND84oeq2mbjueLTS
2026-07-03 06:48:13 +02:00
shared Merge commit '97a9172311' as 'shared' 2026-07-03 06:00:11 +02:00
src/portfolio_optimiser_claude feat(context): S7 — D7 context seam: OKF navigation + gated ExpeL fold 2026-07-03 06:48:13 +02:00
tests feat(context): S7 — D7 context seam: OKF navigation + gated ExpeL fold 2026-07-03 06:48:13 +02:00
.gitignore feat: initial commit — repo bootstrap (D7 sibling on Claude Agent SDK) 2026-07-03 06:00:09 +02:00
CHANGELOG.md feat: initial commit — repo bootstrap (D7 sibling on Claude Agent SDK) 2026-07-03 06:00:09 +02:00
CLAUDE.md feat(scaffold): S5 — D7 sibling scaffold: SDK dep, fail-fast startup contracts, CLAUDE.md 2026-07-03 06:06:03 +02:00
pyproject.toml feat(scaffold): S5 — D7 sibling scaffold: SDK dep, fail-fast startup contracts, CLAUDE.md 2026-07-03 06:06:03 +02:00
README.md feat: initial commit — repo bootstrap (D7 sibling on Claude Agent SDK) 2026-07-03 06:00:09 +02:00
uv.lock feat(scaffold): S5 — D7 sibling scaffold: SDK dep, fail-fast startup contracts, CLAUDE.md 2026-07-03 06:06:03 +02:00

README.md

portfolio-optimiser-claude

Sibling implementation of the portfolio-optimiser method on the Claude Agent SDK (decision D7). An open, generic Python framework that finds cost savings inside each project in a portfolio of independent projects: agents generate candidate measures, a mandatory deterministic validator gates the numbers, domain experts judge via HITL, and the system learns from the verdicts.

The method itself is framework-neutral and lives in portfolio-optimiser-commons (consumed here as a git subtree under shared/): the method spec, the OKF bundle navigation contract, the golden/conformance suite (the only oracle for the validator), and the shared expert-reviewer persona skill. This repo implements that spec on the Claude Agent SDK — it does not reverse-engineer the MAF sibling.

Disclaimer: this is a purely technical framework. The deployer owns DPIA, risk assessment, and the legal basis for any processing. The framework ships only the technical preconditions (local-only operation, provenance, no silent egress).

Status

Scaffold (S5): repo, contracts, and shared core in place — no agent runs yet.

Development

uv sync          # install dependencies
uv run pytest    # test suite (runs without any API key)
uv run ruff check . && uv run ruff format --check .
uv run mypy src