Understanding the Osprey moderation infrastructure — system architecture, ClickHouse data access, schema reference, and relationship to Ozone labelling.
EnglishSix-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting.
EnglishUse when fixing Osprey SML validation errors or reviewer-identified issues. Contains error categories, fix patterns, and debugging workflow.
EnglishSystematic investigation methodology for Osprey SML rules projects. Produces structured text reports on project structure, labels, models, UDFs, and execution graphs.
EnglishUse when writing SML rules for Osprey — syntax questions, type system, naming conventions, labeling patterns, entity extraction, window counting, or label…
EnglishQuery patterns, safety rules, and performance tips for ClickHouse investigation queries against ospreyexecutionresults.
EnglishReference guide for Ozone MCP tools — query patterns, filter combinations, pagination, write tool conventions, and common recipes.
EnglishReport formats, BLIND structure, data presentation, and output conventions for investigation reports. Use when writing or reviewing investigation reports.
EnglishUse when validating or reviewing Osprey SML rules. Defines three-layer verification (osprey-cli, proactive checks, convention review) with severity classification.
EnglishTopic-based incident search with relevance scoring and content classification for AT Protocol investigations.
EnglishUnderstanding the Osprey moderation infrastructure — system architecture, ClickHouse data access, schema reference, and relationship to Ozone labelling.
EnglishUse when writing or modifying Osprey SML rule files from a validated rule specification. Covers model writing, rule writing, effect wiring, and execution graph wiring.
EnglishSix-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting.
EnglishUse when fixing Osprey SML validation errors or reviewer-identified issues. Contains error categories, fix patterns, and debugging workflow.
EnglishSystematic investigation methodology for Osprey SML rules projects. Produces structured text reports on project structure, labels, models, UDFs, and execution graphs.
EnglishEvidence comment standards and data sourcing for all Ozone label actions.
EnglishUse when writing SML rules for Osprey — syntax questions, type system, naming conventions, labeling patterns, entity extraction, window counting, or label…
EnglishValidate an Osprey SML rules project by running uv run osprey-cli push-rules --dry-run from the osprey-for-atproto repo and reporting the full result without summarising.
English
AGENT SKILLS ATLASIncludes Accessing Osprey, Assess Account, Classify Cluster, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Accessing Osprey
Understanding the Osprey moderation infrastructure — system architecture, ClickHouse data access, schema reference, and relationship to Ozone labelling. Use when investig
Assess Account
Structured account assessment for AT Protocol investigations. Replaces manual account profiling by defining data collection questions, classification schema, and output f
Classify Cluster
Narrative classification of co-sharing clusters on AT Protocol. Analyses cluster member content, identifies dominant narratives, coordination signals, shared sources, and
Conducting Investigations
Six-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting. Covers tool selection, signal identification, evidence st
Fixing Osprey Rules
Use when fixing Osprey SML validation errors or reviewer-identified issues. Contains error categories, fix patterns, and debugging workflow. Not triggered on general codi
Investigating Osprey Rules
Systematic investigation methodology for Osprey SML rules projects. Produces structured text reports on project structure, labels, models, UDFs, and execution graphs.
Labeling Standards
Evidence comment standards and data sourcing for all Ozone label actions. Defines required comment format, citation requirements, tiered evidence thresholds, and ClickHou
Osprey Sml Reference
Use when writing SML rules for Osprey — syntax questions, type system, naming conventions, labeling patterns, entity extraction, window counting, or label operations
Querying Clickhouse
Query patterns, safety rules, and performance tips for ClickHouse investigation queries against ospreyexecutionresults. Use when writing or reviewing ClickHouse queries
Querying Ozone
Reference guide for Ozone MCP tools — query patterns, filter combinations, pagination, write tool conventions, and common recipes. Use when working with the Ozone moderat
Reporting Results
Report formats, BLIND structure, data presentation, and output conventions for investigation reports. Use when writing or reviewing investigation reports. Includes templa
Reviewing Osprey Rules
Use when validating or reviewing Osprey SML rules. Defines three-layer verification (osprey-cli, proactive checks, convention review) with severity classification. Not tr
Scanning the Network
Proactive network-wide threat scanning over a specified time window. Use when looking for emerging threats, incident upticks, anomalous network traffic, coordination patt
Search Incidents
Topic-based incident search with relevance scoring and content classification for AT Protocol investigations. Expands search topics into keyword strategies, classifies re
Skywatch Accessing Osprey
Understanding the Osprey moderation infrastructure — system architecture, ClickHouse data access, schema reference, and relationship to Ozone labelling. Use when investig
Skywatch Assess Account
Structured account assessment for AT Protocol investigations. Replaces manual account profiling by defining data collection questions, classification schema, and output f
Skywatch Authoring Osprey Rules
Use when writing or modifying Osprey SML rule files from a validated rule specification. Covers model writing, rule writing, effect wiring, and execution graph wiring. No
Skywatch Classify Cluster
Narrative classification of co-sharing clusters on AT Protocol. Analyses cluster member content, identifies dominant narratives, coordination signals, shared sources, and
Skywatch Conducting Investigations
Six-phase investigation methodology for AT Protocol network analysis — from initial discovery through reporting. Covers tool selection, signal identification, evidence st
Skywatch Fixing Osprey Rules
Use when fixing Osprey SML validation errors or reviewer-identified issues. Contains error categories, fix patterns, and debugging workflow. Not triggered on general codi
Skywatch Investigating Osprey Rules
Systematic investigation methodology for Osprey SML rules projects. Produces structured text reports on project structure, labels, models, UDFs, and execution graphs.
Skywatch Labeling Standards
Evidence comment standards and data sourcing for all Ozone label actions. Defines required comment format, citation requirements, tiered evidence thresholds, and ClickHou
Skywatch Osprey Sml Reference
Use when writing SML rules for Osprey — syntax questions, type system, naming conventions, labeling patterns, entity extraction, window counting, or label operations
Skywatch Osprey Validate
Validate an Osprey SML rules project by running uv run osprey-cli push-rules --dry-run from the osprey-for-atproto repo and reporting the full result without summarising.
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