Feat/issue 12 reference host core - #42
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rosspeili merged 5 commits intoAug 23, 2026
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ToolHost protocol, skill manifest merge at bind with skill.registered ingress events, Monitor observer preset, and integrations/skillware index. Refs ARPAHLS#22, ARPAHLS#31, ARPAHLS#32, ARPAHLS#33; partial progress on ARPAHLS#12 epic.
Load bundled skills via SkillwareRegistrySkill and from_registry(), with live tests, mock/live reference_tool_host, and Ollama loop script. Refs ARPAHLS#12, ARPAHLS#22, ARPAHLS#40
Add guides, examples 05-06, cloud body loops, example 06 verdict wiring, tests/integration for Ollama+Skillware live stack, CI skillware-live job. Refs ARPAHLS#12, ARPAHLS#36, ARPAHLS#40, ARPAHLS#41
Format tests/integration/conftest.py. Run black/flake8 on integrations and examples in CI and publish workflow.
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Closes the reference ToolHost epic (#12): AURA as a universal governance coat over any skill/tool host, with Skillware as one live reference adapter. PR #42 laid the foundation (ToolHost protocol, manifest merge at bind, Monitor observer, registry loader, examples 05–06, provider integration scripts, CI skillware-live). This PR completes the remaining acceptance path: - Break observer preset — circuit-breaker alerts on repeated tool intents (#34) - Ingress bind enrichment — host.bind, bound_skill_ids, session_snapshot_hash on skill.registered (#33) - OTel promoted attributes — agent_ref, policy_version, principal, skill_id on spans (#35) - Sequencer when — conditional step skip with sequencer.step.skipped on the spine - Capstone guide — reference-tool-host 360° checklist (#40) - Examples 07–08 — observer presets tour, emit-only loose coat (#41 partial; flat restructure remains #21) - Example smoke coverage for new examples (#16) Fixes #12, #33, #34, #35, #40, #41, #16
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Description
Adds the reference Skillware + AURA integration slice: registry skill loading at egress, runnable examples, provider body-loop scripts, and a full documentation guide. Skillware skills run through
SkillwareHost; AURA owns audit, policy, and session export — not the LLM body or skill runtime.Highlights
SkillwareRegistrySkill,load_registry_skill,SkillwareHost.from_registry()/register_registry_skill()05-skillware-skill-types,06-skillware-sequencer-chain(mock CI-safe; live viaSKILLWARE_LIVE=1, custom input viaSKILLWARE_INPUT/SKILLWARE_PROMPT)integrations/_shared/env.pyskillware-follow-ups.mdpytest --ignore=tests/integration— 73 tests, no skips);skillware-liveCI job; localtests/integration/for Ollama + live Skillware (4 tests)Refs #12, #22, #36, #40, #41 — does not close epic #12 (observers, OTel, capstone, conditional sequencer still open).
Type
Checklist
Refs #12,#22,#36,#40,#41)pytestpasses (--ignore=tests/integration+tests/test_skillware_integration.py)black aura tests integrations examples— no diffflake8 aura tests integrations examples— cleanCHANGELOG.mdupdated when user-visible behavior changesTest plan
.venv—pytest --ignore=tests/integration -q→ 73 passed.venv—pytest tests/test_skillware_integration.py -q→ 3 passed (live registry skills).venv—pytest tests/integration/ -v→ 4 passed (Ollamallama3.2:1b+ Skillware firewall + example 06 subprocess)SKILLWARE_LIVE=1— example 06: blocked verdict on injection input;proceedon benign input; spine hasskill.registered,tool.*,pipeline.verdict, valid hash chainreference_tool_host.pywithout Skillware install