ontoledgy/ol_ai_context_library

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ontologist General ontological analysis skill. Use when: analysing a domain to identify what things exist, how they relate, and …

ontoledgy/ol_ai_context_library

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python-data-engineer Python data engineering implementation and review skill. Extends data-engineer with Python-specific naming convention…

ontoledgy/ol_ai_context_library

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bclearer-pipeline-engineer bclearer pipeline implementation skill. Extends ob-engineer with bclearer-specific pipeline code conventions, interop…

ontoledgy/ol_ai_context_library

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clean-code-refactor Rewrites code to fix clean coding violations. Use when: acting on a violation report from clean-code-reviewer, fixing…

ontoledgy/ol_ai_context_library

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bclearer-pipeline-architect bclearer pipeline architecture design and review. Extends software-architect with bclearer-specific pipeline topology…

ontoledgy/ol_ai_context_library

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clean-code-commit Validate or generate commit messages per the Conventional Commits specification. Use when: checking a commit message …

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clean-code-reviewer Analyses code and produces a structured violation report against clean coding standards. Use when: auditing code befo…

ontoledgy/ol_ai_context_library

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clean-code-tests Generate and review tests following project testing standards. Use when: adding tests for a new or untested function/…

ontoledgy/ol_ai_context_library

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data-engineer General data engineering implementation skill. Use when: implementing data pipelines, building new features in a data…

ontoledgy/ol_ai_context_library

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bie-component-ontologist BIE component ontology design and review. Extends ob-ontologist with BIE-specific data identity analysis. Use when: d…

ontoledgy/ol_ai_context_library

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11

bie-data-engineer BIE domain implementation from an approved model. Use when: implementing a BIE domain in Python, creating domain enum…

ontoledgy/ol_ai_context_library

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12

boro-ontologist Use this skill when the user asks to model, re-engineer, or ontologically analyse business concepts using the BORO (B…

ontoledgy/ol_ai_context_library

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13

clean-code-naming Standalone naming skill — audit, fix, or suggest names for code symbols against clean coding standards. Use when: rev…

ontoledgy/ol_ai_context_library

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14

clean-code-size Audits a codebase for oversized source files, reports the worst offenders with language-aware size thresholds, and th…

ontoledgy/ol_ai_context_library

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15

javascript-data-engineer JavaScript/TypeScript data engineering implementation and review skill. Extends data-engineer with TypeScript convent…

ontoledgy/ol_ai_context_library

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ob-architect OB (Ontoledgy/BORO) architecture design and review. Extends software-architect with BORO coding conventions applied a…

ontoledgy/ol_ai_context_library

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ob-ontologist BORO (Business Objects Reference Ontology) ontological analysis skill. Extends ontologist with the BORO foundational …

ontoledgy/ol_ai_context_library

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ob-engineer OB (Ontoledgy/BORO) Python implementation and review skill. Extends python-data-engineer with the BORO Quick Style Gu…

ontoledgy/ol_ai_context_library

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software-architect Software architecture design and review grounded in two independent ontological methods: BORO (Business Objects Refer…

ontoledgy/ol_ai_context_library

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ui-architect UI architecture design and review. Extends software-architect with frontend-specific patterns: component architecture…

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ui-engineer UI engineering implementation and review skill. Extends javascript-data-engineer with React/TypeScript frontend patte…

ontoledgy/ol_ai_context_library

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22

csharp-data-engineer C# data engineering implementation and review skill. Extends data-engineer with .NET naming conventions, async/await …

ontoledgy/ol_ai_context_library

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23

rust-data-engineer Rust data engineering implementation and review skill. Extends data-engineer with Rust-specific ownership/borrowing m…

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ol-sdd-workflow Ontoledgy end-to-end Spec-Driven Development (SDD) workflow orchestrator. Drives a team through six phases — Steering…

ontoledgy/ol_ai_context_library

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backlog-manager Publish an approved feature spec (tasks.md) to JIRA as a structured hierarchy of epic, stories, and subtasks. Creates…

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feature-spec-author Author a full feature specification — requirements, design, and tasks — for a single feature in the ol-sdd-workflow. …

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sprint-executor Execute a planned sprint as tech lead. For each ticket in the sprint, delegate implementation to the assigned engine …

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agent-architect Agent architecture design and review. Extends ob-architect with agent-specific topology design, tool gap analysis aga…

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agent-engineer Agent implementation skill. Extends ob-engineer with agent-specific construction patterns using ol_ai_services agent_…

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product-vision-steering Produce and maintain the three steering documents that provide persistent project context: product.md (vision, users,…

ontoledgy/ol_ai_context_library

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release-planner Plan out the feature set for a release (MVP, v1, v2, or any milestone). Enumerates candidate features, prioritises th…

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sprint-planner Plan a sprint by selecting tracker tickets from one or more feature epics, ordering them into dependency-aware execut…

ontoledgy/ol_ai_context_library

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confluence-space-manager Bootstrap, audit, and align solution-specific Confluence spaces against the canonical Ontoledgy space structure. The …

ontoledgy/ol_ai_context_library

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skill-feedback Gather structured feedback when a skill's output does not match the user's expectations, and optionally post a GitHub…

ontoledgy/ol_ai_context_library

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go-data-engineer Go data engineering implementation and review skill. Extends data-engineer with Go-specific idioms — explicit error r…

ontoledgy/ol_ai_context_library

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jira-impl-logger Post a structured implementation log as a comment on a JIRA issue after a task is completed. Captures files created/m…

ontoledgy/ol_ai_context_library

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clean-code-duplication Audits a codebase for duplicated code (copy/paste clones and structural repetition), ranks the worst clones with per-…

ontoledgy/ol_ai_context_library

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epic-executor Execute an entire epic end-to-end: discover every child ticket, order them into dependency-aware waves, and delegate …

ontoledgy/ol_ai_context_library

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linear-backlog-manager Publish an approved feature spec (tasks.md) to a Linear project as a structured tree of labeled, nested issues (featu…

ontoledgy/ol_ai_context_library

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notion-workspace-manager Bootstrap, audit, and align solution-specific Notion workspaces against the canonical Ontoledgy structure. The Notion…

ontoledgy/ol_ai_context_library

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task-executor Implement a single tracker ticket end-to-end: delegate the coding to an implementation engine (Codex or the routed Cl…

ontoledgy/ol_ai_context_library

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local-backlog-manager Publish an approved feature spec (tasks.md) to a local filesystem tracker as a structured tree of markdown work-item …

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impl-logger Post a structured implementation log as a comment on a tracker work item (or, for `tracker: local`, an Activity Log e…

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vulnerability-manager Detect, triage, and remediate dependency vulnerabilities (the same supply-chain issues GitHub Dependabot reports) bef…

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ado-backlog-manager Publish an approved feature spec (tasks.md) to Azure DevOps Boards as a structured hierarchy of work items. Creates o…

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skill-updater Check installed agent skills for available updates and bring them up to date. Covers the global install (~/.agents/sk…

ontoledgy/ol_ai_context_library

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linear-impl-logger Post a structured implementation log as a comment on a Linear issue after a task is completed. Captures files created…

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ado-impl-logger Post a structured implementation log as a comment on an Azure DevOps work item after a task is completed. Captures fi…

ontoledgy/ol_ai_context_library

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local-impl-logger Post a structured implementation log to a local filesystem tracker after a task is completed. Captures files created/…

ontoledgy/ol_ai_context_library

3