git:20260525.f50de94 to git:20260606.243a3c4

6 added, 1 removed. Audit A to A.

---

name: infrastructure-autoresearch

description: Skill for deterministic AutoResearch readiness planning. Use when adding, validating, or documenting opt-in autoresearch.yaml controls, stage-gate readiness, evidence-grounded claims, artifact readiness reports, or AutoResearchClaw-inspired workflow checks in template projects.

---

# AutoResearch Readiness

Use this module for deterministic planning and readiness validation. It adapts

reviewed AutoResearchClaw design ideas as file-backed template controls, not as

an autonomous research agent.

## Commands

```bash

uv run python -m infrastructure.autoresearch.cli validate --project template_code_project --fail-on-issues

```

## Public API

```python

from infrastructure.autoresearch import (

AutoResearchConfig,

AutoResearchIssue,

AutoResearchPlan,

AutoResearchReport,

build_autoresearch_plan,

load_autoresearch_config,

parse_string_sequence,

validate_autoresearch_plan,

write_autoresearch_report,

)

```

`validate_autoresearch_plan(..., phase="intrinsic"|"extrinsic"|"all")` splits

pre-write structure checks from post-write artifact checks.

## Configuration

Project-local `autoresearch.yaml` supports:

- `enabled`

- `strict`

- `topic`

- `quality_checks`

- `stage_gates`

- `required_artifacts`

+ - `security_profile` (mapping: `enabled`, `mode`, `integrity_algorithm`,

+ `network_policy`, `external_signing`, `threat_model_frameworks`)

+ - `source_manifests` (list of source-manifest artifact paths)

- `stage_gates` must use exact stage names from `pipeline.yaml`.

+ `stage_gates` must use exact stage names from `pipeline.yaml`. The full

+ accepted key set is defined by `_CONFIG_KEYS` in

+ `infrastructure/autoresearch/config.py`.

## Guardrails

Keep v1 deterministic: do not add network calls, LLM calls, generated-code

execution, or autonomous loops here. Delegate execution and validation to the

existing pipeline, project, validation, and reporting modules.