MANDATORY skill that activates whenever the OpenSpec apply phase begins. Triggers: /opsx-apply runs, the openspec-apply-change vanilla skill is referenced or active, openspec instructions apply is invoked, or the user asks to implement, apply, execute, or build out an OpenSpec change ('implement the change', 'apply…
MANDATORY skill that activates whenever the OpenSpec design phase begins. Triggers: /opsx-new or /opsx-continue runs; openspec-new-change, openspec-continue-change, or openspec-explore is active; openspec instructions design is invoked; or the user wants to create, update, review, refine, or discuss an OpenSpec design…
MANDATORY skill that activates whenever code is written to implement an OpenSpec change task. Triggers: openspec-plus-apply is active, /opsx-apply is running, the user is implementing tasks from an OpenSpec change, an implementer subagent dispatched by openspec-plus-apply is starting work, or the user invokes phrases…
A set of rules for editing Forsion Amadeus note files, including ordinary Markdown notes and structured notes that store columns and canvas layouts in frontmatter.
Development guidance for making extensions for Forsion or Tangu, including plugins, themes, Spaces, agents, and bundles. It includes five official templates and explains their formats and constraints.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Write durable memories to Remind while working. Use when a decision is made, an approach succeeds or fails (outcome), the user states a preference or corrects you, a concrete fact surfaces (config value, name, date, owner), or an open question is raised.
Retrieve context from Remind memory before acting. Use at session start, before answering questions about prior decisions, preferences, or project history, when starting work on a familiar file/area, or when asked "what do we know about X" or "what did we believe at time T".
Maintain Remind memory quality. Use when recall output shows an OPEN CONFLICTS warning, the user corrects previously stored information, stored memories are outdated or misfiled, labels need reorganizing, a work session is wrapping up, or after ingesting multiple documents from different sources or time periods. This…
Routes Snowflake-related operations to Cortex Code CLI for specialized Snowflake expertise. Use when the user asks about Snowflake databases, warehouses, schemas, tables, SQL on Snowflake, Cortex AI features, Snowpark, dynamic tables, streams, tasks, governance, or Snowflake security. Do not use for general…
Routes Snowflake-related operations to Cortex Code agent for specialized Snowflake expertise. Use when querying databases, checking data quality, or asking about Snowflake features.
Routes Snowflake-related operations to Cortex Code CLI for specialized Snowflake expertise. Use when user asks about Snowflake databases, data warehouses, SQL queries on Snowflake, Cortex AI features, Snowpark, dynamic tables, data governance in Snowflake, Snowflake security, or mentions "Cortex" explicitly. Do NOT…
Use when mutation testing reveals survived mutants — guides deep analysis of whether each mutant signals a missing test, a design improvement opportunity, or an equivalent mutation.
Autumn 2.0.0 line ONLY: JDK 8, Spring Boot 2.7.18, MyBatis-Plus 2.x, javax. namespace. Use on autumn master (artifact 2.0.0) or business apps pinned to that stack. NOT for Autumn 3.0.0 / JDK 17+ / Spring Boot 3.5 / Jakarta — use autumn-framework-3x on the 3.0.0 branch when available. Enforces docs/AISTANDARDS.md +…
Autumn 3.0.0 line ONLY: JDK 17+, Spring Boot 3.5.x, MyBatis-Plus 3.x, jakarta. namespace. Use on autumn branch 3.0.0 (artifact 3.0.0) or business apps pinned to that stack. NOT for Autumn 2.0.0 / JDK 8 / Spring Boot 2.7 / javax-only — use autumn-framework-2x on master. Enforces docs/AISTANDARDS.md + docs/AIDATABASE.md…
Audit Chrome extensions for security issues, best practice violations, performance problems, and CWS compliance. Scans manifest, code, CSP, message handlers, storage, and dependencies.