Agent skill catalogue¶
This ReadTheDocs page lists every repository skill under .claude/skills/.
Use it as the human-readable index, and use each linked SKILL.md as the
execution contract.
Source of truth for inventory: filesystem directories under
.claude/skills/. Synchronization is enforced by the repository skill-registry workflow.
1) Practitioner Workflows¶
1.1 Pipeline Setup and Core Prediction¶
Skill |
Purpose |
Link |
|---|---|---|
|
Build CE-first fit/calibrate/explain pipelines. |
|
|
Produce calibrated predictions without explanations. |
|
|
Calibrated Explanations for binary and multiclass tasks. |
|
|
Validate and preprocess input data for CE pipelines. |
1.2 Explanation Generation and Interpretation¶
1.3 Uncertainty and Decision Policies¶
1.4 Integrations and Performance¶
2) Contributor Implementation and Extensibility¶
2.1 Plugin and Modality Engineering¶
2.2 Runtime Behavior, Persistence, and Payload Contracts¶
Skill |
Purpose |
Link |
|---|---|---|
|
Implement visible fallback behavior in production code. |
|
|
Implement serialization and persistence support. |
|
|
Audit serialization behavior and test coverage. |
|
|
Manage and validate explanation payloads (ADR-005). |
|
|
Manage logging, governance, and audit context (ADR-028). |
2.3 Visualization Engineering¶
3) Quality, Testing, and Risk Control¶
3.2 Test Suite Optimization and Remediation¶
3.3 Code and Risk Review¶
Skill |
Purpose |
Link |
|---|---|---|
|
Perform CE-focused code review and risk checks. |
|
|
Identify quality risks and anti-patterns per ADR-030. |
|
|
Identify and clean up unreachable or non-contributing code. |
|
|
Rigorously review agent proposals for risks and blind spots. |
4) Governance, Documentation, and Skill Operations¶
4.1 Architecture and Lifecycle Governance¶
Skill |
Purpose |
Link |
|---|---|---|
|
Find and apply relevant ADRs before implementation. |
|
|
Analyze ADR compliance by verifying implementation and RTD against ADR intent. |
|
|
Author or update ADR documents. |
|
|
Apply ADR-011 compliant deprecation patterns. |
|
|
Select and validate release tasks and gates. |
|
|
Analyze release plan and produce vX.Y.Z implementation plans. |
|
|
Identify, implement, and verify individual release tasks. |
|
|
Execute the PyPI release checklist. |
|
|
Map CE capabilities to EU AI Act, GDPR, and liability directive obligations. |
|
|
Analyze STD compliance by verifying implementation and RTD against STD intent. |
4.3 Skill System Operations¶
Skill |
Purpose |
Link |
|---|---|---|
|
Prime new sessions with CE-first context and routing. |
|
|
Audit |
|
|
Create or refactor skills with templates, assets, and quality guardrails. |
|
|
Keep all skill registries synchronized. |