s4h-temporal-futures-mapping
Explores possible, probable, and preferable futures using scenario thinking. Use when asked about 'scenario planning', 'futures thinking', 'possible futures',…
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Updated 11-06 00:14
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Explores possible, probable, and preferable futures using scenario thinking. Use when asked about 'scenario planning', 'futures thinking', 'possible futures',…
Assesses whether now is the right time to act, wait, or prepare. Use when asked 'is now the right time', 'should we wait', 'are we too early', 'timing this…
Clarify the relationship between aggregates and transaction boundaries, and detect and correct the anti-pattern of including multiple aggregates in a single transaction. An aggregate is a strong consistency boundary, and when a use case updates multiple aggregates, the principle that eventual consistency should be used applies. During code reviews, use case design, and refactoring…
Shared reference for all ghpm skills — prerequisites, config format, startup sequence, and error handling.
Import UI screenshots and generate uxscii components automatically using vision analysis. Use when user wants to import, convert, or generate .uxm components…
Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware…
Use when you've developed a broadly useful skill and want to contribute it upstream via pull request - guides process of branching, committing, pushing, and…
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Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for…
Configure clang-format code formatting. Use when: user mentions clang-format or .clang-format, analyzing code style/patterns, creating/modifying formatting…
Establishes or updates the repo-level documentation layer — docs/product/vision.md, docs/architecture/ invariants, and docs/product/guidelines.md. Run it with…
Detect significant price movements and unusual volume across crypto markets. Calculates significance scores combining price change, volume ratio, and market…
Implement enterprise Supabase reference architectures — monorepo layout, multi-tenant RLS, microservices with cross-project access, framework integration, edge…
Use when the user asks to stage changes, create a Git commit, split work into logical commits, or craft a commit message. Inspects the worktree, preserves…
Build and update person dossiers from communication history. Use when a person is discussed for strategy, follow-up, opportunities, relationship context, or…
Arrangement architecture (编曲结构学) - the shape of a track over time rather than its notes. Energy curve and dramatic arc, subtractive arranging, layering as form…
This skill is activated when, in an investment (or major decision-making) scenario, a user becomes interested in a certain target/direction but cannot articulate "whether I actually understand it," or lists a bunch of positive reasons yet cannot answer "what will it look like in the next 5-10 years." Key trigger signals: the user substitutes industry experience for business judgment, measures depth of understanding by length of research, or uses "it looks cheap" as the reason to buy. Not applicable to: pure information queries, users who already have a clear investment framework seeking optimization, day...
Use when the user is considering whether to enter a market that already has competitors, or is torn between "first mover or late mover." Typical triggers: the user says "this market already has a lot of players, is it still worth entering," "should we seize the initiative or wait for the market to mature," "how to compete in a red ocean," "how can a small company compete with a big company." Core logic: Dare to be last in the world, on the premise that you have differentiation capability—after seeing the market clearly, concentrate your forces and cut in precisely. Not applicable to: a completely innovative blue ocean market…
Use when the user needs to diagnose whether a company's/team's fundamental driving force is healthy. Typical triggers: the user says "why does this company look good short-term but not long-term," "how do you tell whether a company truly puts users first," "how should a company choose between profit and ideals," "why do great companies not pursue profit yet earn the most money." Core diagnostic signal: see whether, when facing a problem, the company first asks "is it profitable" or first asks "is this the right thing to do." Not applicable to: pure business plan writing...
Activate this skill when the user is passive overall but needs to create initiative locally. Typical trigger signals: the company is contracting overall but morale is low, it is unclear how to break through from a position of resource disadvantage, or a micro-level breakthrough is needed amid macro-level passivity. Do not invoke when: both sides are evenly matched in normal competition, an overall advantage already exists and only execution is needed, or the problem is not at the level of offense-defense transition. Difference from the "Sixteen-Character Formula" skill: this skill addresses "how to create micro-level initiative amid macro-level passivity" (offense-defense...
Use tracer bullets to vertically slice a plan, spec, or PRD into independently-grabbable issues on the project issue tracker. Use when the user wants to convert a plan into issues, create implementation tickets, or break down work into issues.
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when the user wants to create, write, or build a new skill.
Enhance an existing README: theme-aware hero, feature tour, screenshots or GIF, accurate badges, synced content. Use when "enhance README", "make README…
Use when driving a web page in a browser — clicking, typing, navigating, logged-in or JS-rendered pages. Jev picks each step from the elements observed, under…