Assess or re-assess the innovation-vs-implementation classification and 0-100 innovation weight for one feature or the whole Product/Features set, then regenerate the ranked features-index.md and run the portfolio sanity check. Use when features need (re)ranking or after editing the UVP.
Build, query, test, and optimize a local agent memory CLI where durable memories are represented as retrieval unit tests. Use when the user asks Codex to create, maintain, inspect, or improve a memory-cli project; when a workspace already contains a memory-cli, .memory, or memories project; or when Codex must add…
Use when the user needs structured research synthesis, literature review planning, cross-domain scientific critique, citation auditing, adversarial review, research dossier generation, or evidence-grounded decision support. Themis creates a research workroom with dynamic specialist agents, citation firewalling, peer…
Use when Java/Kotlin code uses easy-query (often abbreviated as eq; EasyEntityQuery, EasyQueryClient, proxy DSL) or when migrating JPA/MyBatis to easy-query. Covers setup and missing Proxy troubleshooting, Spring Boot starter/config, CRUD and mutation APIs (insertable/updatable/deletable, onConflictThen…
Use when about to spawn or delegate work to a subagent (Agent/Task tool), choosing a model tier (haiku/sonnet/opus/fable) for a task, writing a delegation prompt, deciding whether something should be delegated at all, deciding whether to dispatch multiple subagents in parallel, verifying a delegated result, or after a…
Batched X/Twitter post crawl from N handles via Apify search mode, with inline X Article body enrichment via a chained second actor; per-handle markdown + rolled-up summary to caller dir.
Apply the installed language, framework, or database conventions to changed code when a stack-specific decision arises during implementation or review. Skip audits of unchanged code.
Code-quality gate and coding guardrail for AI coding agents. Always invoke when you finish editing and prepare to hand control back, even if the user did not explicitly ask. Trigger on commit, push, PR, or quality questions like any slop, is this clean, review my changes, score my code, any duplicates, or is this…
A business-strategy discussion role based on Jeff Bezos’s publicly known ways of thinking, including starting with customer needs, planning for the long term and looking for reinforcing business activities.
Periodic repository health check — dependencies, git, CI/CD, code quality, docs, security. Use when: onboarding to a repo, weekly maintenance, after big refactors, before audits, "is this repo in good shape?". Triggers: "repo hygiene", "health check", "repo health", "clean up repo", "maintenance check", "audit repo"…
Use when the user asks to audit a plan, document, diff, website finding, or implementation proposal with ChatGPT using Pro reasoning effort through Chrome - starts automatically after invocation, packages codebase/project context ChatGPT cannot see, runs up to 5 review rounds until accepted, verifies Effort Pro and…
A Traditional Chinese stock-research workflow that studies individual companies across fundamentals, market consensus, trading activity, technical signals, and risks. It covers Taiwanese, US, Hong Kong, and mainland Chinese stocks.
Retrieve evidence-backed viewpoints from the kol-transcripts repository. Use when a user wants to compare a thesis with KOL opinions, find who expressed a similar or opposing view, recover exact original wording from transcript Markdown files, or cite a video URL and timestamp. Especially useful for strategy research…
Compile everything Claude did today across ALL sessions and repos into one dated teaching-guide markdown saved in "/Daily Log", render it as a phone-readable PDF, and upload to Google Drive. Safe to run multiple times a day — it appends only newly-uncovered work to that day's single file rather than overwriting. Use…
Walk a brand-new user from zero to their first useful Hermes task. Explains what Hermes is in plain language, gets them oriented, and helps them install and run their first skill without needing to understand the terminal.
A decision and verification guide for non-load-bearing interior walls, such as apartment dividing walls and room partitions. It compares light steel framing, ALC panels, and other wall systems for performance, cost, and construction needs.
The full-lifecycle framework for building products people pay for - routes any product/business situation to the right stage and skill, and maintains persistent venture memory across sessions. Use when someone has a new product or business idea and asks where to start, when revenue or growth is stuck and the cause is…
A research method for turning evidence into a small set of checkable claims. It separates observed facts from conclusions, guesses, and unanswered questions.
A workflow for turning a scientific or academic paper into an editable PowerPoint presentation. It can work from a paper PDF, DOI, PMID, arXiv link, article text, abstract with figure captions, or research notes.
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