Populate STK_AI K06 ATA 00 tasklist with automation-focused perspective#18
Populate STK_AI K06 ATA 00 tasklist with automation-focused perspective#18AmedeoPelliccia merged 2 commits intomainfrom
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…alidation perspective Co-authored-by: AmedeoPelliccia <164860269+AmedeoPelliccia@users.noreply.github.com>
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Pull request overview
This PR transforms the K06 ATA 00 tasklist from a generic Configuration Management perspective into a detailed AI/ML Engineering perspective, clarifying AI's role as an automation and validation contributor supporting CM's governance authority.
Key Changes:
- Redefined ownership model: Changed from "CM owns" to "AI contributes, CM authorizes" with explicit role separation
- Specified 11 automation-focused tasks including validators, CI gates, evidence generation, and TEKNIA/NKU tooling
- Added comprehensive monitoring framework with NKU scoring, risk tracking, and escalation paths
| ### 6.1 Automation development | ||
| - [ ] **T1-AI (AI-owned)** Develop nomenclature validator (identifier grammar, namespace boundaries) | ||
| - _Deliverable:_ `validate_nomenclature.py` + CI workflow integration | ||
| - _Consumes:_ CM's `00_00_STD_LC01_SPACET_identifier-grammar_v01.md` |
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The referenced file name does not follow the mandatory nomenclature standard. The VARIANT field should use a hyphen instead of an underscore. The file should be referenced as 00_00_STD_LC01-SPACET_identifier-grammar_v01.md instead of 00_00_STD_LC01_SPACET_identifier-grammar_v01.md. According to the nomenclature standard, underscores should only separate fields (ROOT, BUCKET, TYPE, VARIANT, DESCRIPTION, VERSION), while hyphens should only be used inside VARIANT and DESCRIPTION fields.
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@copilot LC01 refers to lifecycle 01 stage field which is different field from SPACET that represents variant field. so suggestion won't be implememted
| - _Deliverable:_ Evidence pack IDX + link register under K06/ATA00 evidence folder | ||
| ### 6.4 Documentation and integration | ||
| - [ ] **T10-AI (AI-owned)** Document automation architecture and integration points | ||
| - _Deliverable:_ `00_00_IDX_LC01_SPACET_ai-automation-architecture_v01.md` |
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The referenced file name does not follow the mandatory nomenclature standard. The VARIANT field should use a hyphen instead of an underscore. The file should be referenced as 00_00_IDX_LC01-SPACET_ai-automation-architecture_v01.md instead of 00_00_IDX_LC01_SPACET_ai-automation-architecture_v01.md.
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The current file reference is correct. According to the nomenclature standard (line 26), LC01 is the LC_OR_SUBBUCKET field and SPACET is the VARIANT field - these are separate fields that must be separated by underscore _, not hyphen. Hyphens are only used within VARIANT and DESCRIPTION fields, not between fields.
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@copilot LC01 refers to lifecycle 01 stage field which is different field from SPACET that represents variant field. so suggestion won't be implemented
| - [ ] **T7 (CM-owned)** Record decision minutes, approvals, and baseline update entry. | ||
| - _Deliverable:_ minutes + approvals log + changelog/baseline record | ||
| - [ ] **T11-AI (AI-owned)** Create runbooks for CI gate failures and remediation | ||
| - _Deliverable:_ `00_00_RPT_LC01_SPACET_ci-gate-runbook_v01.md` |
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The referenced file name does not follow the mandatory nomenclature standard. The VARIANT field should use a hyphen instead of an underscore. The file should be referenced as 00_00_RPT_LC01-SPACET_ci-gate-runbook_v01.md instead of 00_00_RPT_LC01_SPACET_ci-gate-runbook_v01.md.
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The current file reference is correct. LC01 (LC_OR_SUBBUCKET field) and SPACET (VARIANT field) are separate fields that must be separated by underscore _ per the nomenclature standard. Hyphens are only used within fields, not between them.
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| - Knot overview (within STK_CM): | ||
| - Knot overview (within STK_AI): | ||
| [K06 overview](../../00_00_IDX_LC01_SPACET_k06-data-governance-ssot-schemas-identifiers_v01.md) |
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The referenced file name does not follow the mandatory nomenclature standard. The VARIANT field should use a hyphen instead of an underscore. The file should be referenced as 00_00_IDX_LC01-SPACET_k06-data-governance-ssot-schemas-identifiers_v01.md instead of 00_00_IDX_LC01_SPACET_k06-data-governance-ssot-schemas-identifiers_v01.md.
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The current file reference is correct. The format LC01_SPACET follows the 8-field nomenclature standard where underscore separates the LC_OR_SUBBUCKET field from the VARIANT field. This matches all existing files in the repository.
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| - Portal index: | ||
| [AMPEL360-SPACE-T-PORTAL index](../../../../00_00_IDX_LC01_SPACET_stakeholder-entrypoints_v01.md) | ||
| [AMPEL360-SPACE-T-PORTAL index](../../../../../00_00_IDX_LC01_SPACET_stakeholder-entrypoints_v01.md) |
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The referenced file name does not follow the mandatory nomenclature standard. The VARIANT field should use a hyphen instead of an underscore. The file should be referenced as 00_00_IDX_LC01-SPACET_stakeholder-entrypoints_v01.md instead of 00_00_IDX_LC01_SPACET_stakeholder-entrypoints_v01.md.
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The current file reference is correct. Per the nomenclature standard, underscores separate fields (LC01 is LC_OR_SUBBUCKET, SPACET is VARIANT). Hyphens are only used within VARIANT and DESCRIPTION fields.
| [STK_CM entrypoint](../../../00_00_IDX_LC01_SPACET_stakeholder-cm-entrypoint_v01.md) | ||
| _Comment:_ CM authority for ATA 00 governance, baselines, and enforcement. | ||
| - Stakeholder entrypoint (AI): | ||
| [STK_AI entrypoint](../../../../00_00_IDX_LC01_SPACET_stakeholder-ai-entrypoint_v01.md) |
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The referenced file name does not follow the mandatory nomenclature standard. The VARIANT field should use a hyphen instead of an underscore. The file should be referenced as 00_00_IDX_LC01-SPACET_stakeholder-ai-entrypoint_v01.md instead of 00_00_IDX_LC01_SPACET_stakeholder-ai-entrypoint_v01.md.
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The current file reference is correct. The underscore between LC01 and SPACET is required to separate the LC_OR_SUBBUCKET field from the VARIANT field according to the 8-field nomenclature standard.
The STK_AI K06 ATA 00 tasklist contained generic CM-focused placeholder content. It needed customization to reflect AI/ML Engineering's role as automation and validation provider supporting CM governance authority.
Changes
Reframed ownership model
Redefined scope for AI stakeholder
Specified deliverables
11 AI-owned tasks covering:
Defined closure criteria
8 operational automation deliverables:
Added monitoring framework
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Original prompt
💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.