个人作者

James Stoup

更新于 2026-11-11

Skills
43
仓库
1
职业覆盖
3
场景覆盖
3
Stars
★ 7

James Stoup 的 Skills 43

jstoup111
jstoup111/ai-conductor

build-review-dependency-hygiene

Judge whether a feature diff adds unnecessary, insufficiently pinned, or license-incompatible dependencies.

★ 7
jstoup111
jstoup111/ai-conductor

writing-system-tests

Use BEFORE implementing any feature that has stories in .docs/stories/ — generates failing acceptance specs from acceptance criteria as the RED phase of TDD. Generates HTTP/request-level acceptance tests for headless/API projects, end-to-end UI tests for projects with a frontend, using the project's own test framework and directory conventions.

内容创作者前端开发写作与文案
★ 7
jstoup111
jstoup111/ai-conductor

verify-claims

Use only when an active workflow is about to rely on a nontrivial factual claim or assumption for a spec, plan, ADR, finding, or code decision. Do not invoke for casual questions, status reports, restatements, or trivially verifiable mechanics.

★ 7
jstoup111
jstoup111/ai-conductor

tdd

Use when implementing any feature or bugfix. Five-step cycle: RED → DOMAIN → GREEN → DOMAIN → COMMIT. Enforces test-first development with domain integrity review at every phase boundary.

★ 7
jstoup111
jstoup111/ai-conductor

stories

Use only within active engineer/conduct DECIDE after architecture approval, when a committed `.docs/stories` acceptance artifact is required. Do not invoke for general user-story examples, requirements discussion, or direct implementation requests.

★ 7
jstoup111
jstoup111/ai-conductor

stack-land

Use when an operator needs to land reviewed manual changes on the correct closed child of a stacked feature. Operator-invoked only: inspect ownership, propose the safe child with evidence, and require confirmation before opening the landing.

★ 7
jstoup111
jstoup111/ai-conductor

simplify

Use only at an active pipeline batch boundary after code has changed. Reviews current-batch duplication, complexity, over-engineering, and domain-modelling defects; do not invoke for ordinary refactors, code review, or requests that merely ask for simpler prose or code.

代码审查
★ 7
jstoup111
jstoup111/ai-conductor

remediate

Use when build_review fails or, at SHIP, when prd-audit, the as-built architecture review, or finish verification blocks. Guides remediation toward the owning step and HALTs only for gaps that need a human.

产品经理
★ 7
jstoup111
jstoup111/ai-conductor

rebase

Resolve an in-progress paused rebase conflict, stage fixes, and drive git rebase --continue to completion; invoked by the conductor's finish-time rebase step or by an operator running /rebase.

★ 7
jstoup111
jstoup111/ai-conductor

rebase-regrade

Judge whether a rebase conflict resolution that changed the feature's own diff warrants regrading prd_audit or architecture_review_as_built.

★ 7
jstoup111
jstoup111/ai-conductor

prd

Use only within active engineer/conduct DECIDE after explore confirmed the product track, when a committed product requirements document is required. Do not invoke for technical-track work, ordinary specifications, or general product discussion.

产品经理
★ 7
jstoup111
jstoup111/ai-conductor

prd-audit

Use at SHIP to judge the shipped implementation against the feature stories' acceptance criteria, with PRD and plan intent as context. Produces graded, criterion-level findings; does not implement or route work.

产品经理
★ 7
jstoup111
jstoup111/ai-conductor

pr

Use when creating or updating a pull request. Analyzes the change against the base branch, writes a concise title and structured body, and returns them to the guarded publication engine.

★ 7
jstoup111
jstoup111/ai-conductor

plan

Use only within active engineer/conduct DECIDE after accepted stories and a clean conflict-check, when a committed `.docs/plans` implementation artifact is required. Do not invoke for conversational planning, implementation checklists, or direct coding requests.

★ 7
jstoup111
jstoup111/ai-conductor

plan-review

Use only within active engineer/conduct DECIDE after coherence-check for Medium or Large work to adversarially review the final plan against the real source. Reports source-grounded findings; does not author or amend plan artifacts.

★ 7
jstoup111
jstoup111/ai-conductor

pipeline

Use when executing an implementation plan with multiple tasks. Factory orchestration with ready-frontier parallelism, quality gates, rework budgets, and audit trails.

★ 7
jstoup111
jstoup111/ai-conductor

memory

Use when the operator requests project recall, when the harness dispatches its memory step, or when an active harness workflow requires a memory checkpoint. Recall-before-act protocol with categorized persistence and staleness detection.

★ 7
jstoup111
jstoup111/ai-conductor

manual-test

Use to validate stories via curl (API) or browser (full-stack) after the test suite and before /finish. Browser capability gaps warn; observed bugs loop back through /tdd.

测试与质量
★ 7