principle-foundational-thinking
Use before writing logic, picking core types, or deciding whether infrastructure or features come first. Settle data shapes and groundwork first, and isolate any state that concurrent actors could change.
- License 许可
- Apache-2.0
- 最近更新
- 2026-11-14
- Stars
- ★ 1.6k
- Forks
- 490
01 前言 Front Matter
- name
- principle-foundational-thinking
- description
- Use before writing logic, picking core types, or deciding whether infrastructure or features come first. Settle data shapes and groundwork first, and isolate any state that concurrent actors could change.
- disable-model-invocation
- true
03 SKILL.md 正文
Foundational thinking
Fix the data shapes and the order of groundwork before any logic exists, so the code that follows inherits them. Structural decisions should keep future options open, and code-level decisions should keep things simple.
When it applies
Before writing logic, when choosing core types and data structures, when deciding whether scaffolding or features come first, and when concurrent actors might share state. It is never a reason for speculative abstraction; principle-laziness-protocol still governs size.
What to do
- Choose the core types first. Enumerate how the data will be read and written, and pick structures that fit the most common paths. An audit log queried by actor and time range wants an append-only store indexed on those fields, chosen before any handler exists.
- At the code level, deduplicate structure (types and data models should converge), not every repeated line. A few similar statements beat a premature abstraction. Prefer explicit code over clever code, and test behavior and edge cases over line coverage.
- If two actors will touch the same state, ask what a simultaneous change by the other one would do. Isolate the state unless that answer is "nothing". See principle-separate-before-serializing-shared-state.
- Scaffold first. Anything every later phase benefits from (CI, linting, test infrastructure, shared types, a secrets scanner in pre-commit) comes before features. Sequence the work to keep options open: infrastructure ahead of features, and tests ahead of fixes.
- Keep commits small and about one thing.
- Make each increment introduce a coherent abstraction or deepen an existing one.
- Subtract before scaffolding. Delete dead code first, then lay foundations (principle-subtract-before-you-add).
The failure it prevents
Logic written against the wrong data shape, premature deduplication, races from casually shared state, and features built before the infrastructure that would verify them.
Done when
Core types are named and justified by access patterns before logic exists, and the scaffold is in place before features.
Related: principle-experience-first, principle-subtract-before-you-add, principle-separate-before-serializing-shared-state, principle-model-the-domain.
04 同仓库更多 Skills
migrate-to-e2e
Moves an existing Playwright, Cypress, Selenium, Appium, Detox, Maestro, or TesterArmy suite to e2e one slice at a time, with the old suite running beside the new one until each ported test is proven. Keeps a MIGRATION.md progress file so any later session resumes where the last stopped. Optionally plants a defect to show both suites catch it. Use for /migrate-to-e2e, "migrate our tests to e2e", "port these Maestro flows", "move our TesterArmy tests", or when a project has an e2e config and an older suite still running.
e2e
Writes, runs, and debugs end-to-end tests for web and mobile apps with e2e, the agentic test runner, which mixes agent.act goals with exact locator assertions on a Playwright browser or an iOS or Android device. Also drives a project's running app live over the e2e MCP server to look at a screen, check a UI change, take a screenshot or record a video, and try a locator; and runs bug bashes, parallel e2e explore runs with each bug proven by a repro test. Use when a project depends on e2e or has an e2e.config.ts, when asked for end-to-end, browser, mobile, or agentic UI tests, to check a change in the running app, to QA or bug bash an app or branch, or when an e2e run fails.
create-verification-skill
Generate a project-local verify-<app> skill on top of e2e, so any coding agent can launch the app, check it is worth driving, exercise a feature the way a user does, keep evidence, and bug bash it. Writes the skill, a feature map with one explore charter per feature, and proves it once. Use for /create-verification-skill, "make a verification skill for this repo", or when a project has no scripted way to prove UI behavior.
deja-search
deja-vu memory — search the user's past AI coding sessions with the deja CLI. Holds what they already settled and never wrote into the repo (naming rules, banned or already-tried tools, required checks before merge, preferred values, who owns what). Use before your first edit in a task, before you call a change done or ready to merge, before you recommend a tool, library, design or reviewer, before re-debugging an error that may already be solved, when they say 'didn't we fix this before', 'what did we decide about X' or 'I already have that', and before telling them something on this machine does not exist.
deja-reflect
End-of-session reflection and memory curation with deja-vu. Review what was decided, what commands broke and what repaired them, and record durable project rules or decisions with deja remember so the next session starts with them.
revid
Make, edit, export and post AI videos with Revid (revid.ai) through the Revid MCP server. Use whenever the user wants a short-form or long-form video made (from an idea, a script, a URL, an article, a PDF, a tweet, a product page, their own clips, or a song), wants to find what is going viral on TikTok, YouTube, Instagram or X before making something, wants to edit or re-export an existing Revid project, generate a standalone AI image or clip, make a series episode, or publish and schedule a finished video to connected social accounts. Covers setup (hosted MCP with OAuth, or an API key), the 36 tools, credits, polling and the rules for publishing. Routes to the more specific revid-* skills when one fits.