Measures implementation shortfall with paper portfolio comparison, delay cost attribution, and execution quality assessment. Use when measuring implementation shortfall, analyzing execution quality, or attributing trading costs.
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CaseMark/skills☆ 45Updated Oct 17, 2026
Task Breakdown Command. Breaks a feature into discrete, dependency-ordered implementation tasks from a PRD and tech spec. Creates a task list and individual task files with no approval prompt. When run inside the `/start-job` pipeline, return control to that orchestrator so it can invoke the implementation phase. When invoked standalone, stop after generating tasks and prompting for the next step. Use when the user says "break this down into tasks", "create tasks", "task breakdown", or after the tech spec is complete and the user wants to plan implementation.
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strvcom/flutter-template☆ 24Updated Jun 18, 2026
Weed the Allium garden. Find where Allium specifications and implementation code have diverged, and help resolve the divergences. Use when the user wants to check spec-code alignment, compare specs against implementation, audit for spec drift or violations, sync specs with code or code with specs, or verify whether the implementation matches what the spec says.
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ObneyAI/orc☆ 22Updated Oct 20, 2026
Orchestrates 6-phase SDLC pipeline (discovery, requirements, architecture, workstreams, implementation, summary) for guided feature development. Use when user runs /core:develop command, requests spec-driven development, wants to create implementation plans with architecture decisions, or mentions "SDLC", "spec-driven", "plan feature", "development pipeline". Supports plan persistence, wave-based resume, autonomous mode, and architecture/implementation verification.
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joaquimscosta/arkhe-claude-plugins☆ 21Updated Oct 16, 2026
Creates accurate frontend implementations from visual references while maintaining design consistency. Use when user provides Figma URLs, screenshots, design images, requests visual implementation from reference, or asks to build UI matching a design. Automatically checks existing design intent patterns before implementation.
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joaquimscosta/arkhe-claude-plugins☆ 21Updated Oct 16, 2026
Fetch dependency source code to give AI agents deeper implementation context. Use when the agent needs to understand how a library works internally, read source code for a package, fetch implementation details for a dependency, or explore how an npm/PyPI/crates.io package is built. Triggers include "fetch source for", "read the source of", "how does X work internally", "get the implementation of", "opensrc path", or any task requiring access to dependency source code beyond types and docs.
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canvascoding/canvas-notebook☆ 11Updated Oct 21, 2026
Translate designs and UI requirements into robust, extensible implementations. Apply when converting designs to code, implementing components, fixing broken UI, or handling responsive layouts.
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mae616/design-skills☆ 11Updated Jan 30, 2026
Turns a structured-autonomy PR plan (plans/{feature}/plan.md) into copy-paste-ready implementation documentation with complete code for every step, saved as implementation.md. Use after a plan exists and before implementation, when each step needs fully specified changes.
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mouadja02/skills☆ 10Updated Oct 20, 2026
Use this skill for critical code review that focuses on whether the code actually works correctly and achieves the expected results - not just whether it matches a design document. This skill assumes designs can be wrong, finds bugs the design didn't anticipate, and verifies end-to-end correctness. Triggers include "critical code review", "deep code review", "verify this implementation works", "find bugs in this code", or reviewing implementation against requirements. NOTE - Security review is OUT OF SCOPE; use a dedicated security review skill for that purpose.
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takusaotome/claude-skills-library☆ 10Updated Oct 5, 2026
Load for Senior CTO critique, architectural audit, risk review, sequencing correction, or refinement of an existing implementation-plan triad; edits the requested plan/context/tasks in place without creating a worktree or review file. Not for open-ended CTO advice, product implementation, or implementation workspace setup.
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islamu-ngo/Event☆ 8Updated Oct 20, 2026
Solution architect that creates implementation blueprints before building. Use when: (1) "architect this", "design a solution", "blueprint for", (2) Taking a task from the audit report and need an implementation plan, (3) "how should I build this?", "plan before building", (4) Before any non-trivial implementation. Reads from system/audit-report.md. Outputs to system/blueprints/.
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vxcozy/architect-system☆ 5Updated Feb 13, 2026
実装設計エージェント - AIエージェントがコーディング可能な詳細実装仕様を生成。ドメインサービス・リポジトリ・値オブジェクト・例外マッピングのメソッドシグネチャと実装詳細を策定。/design-implementation [対象パス] で呼び出し。
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wfukatsu/architecture-redesign-agent☆ 5Updated Feb 12, 2026
Interactive Flutter Widget implementation assistant that guides you through widget implementation decisions by asking structured questions about state management, widget type (screen/component), and state sharing. Use this skill when you need help determining the appropriate Flutter widget architecture for your implementation.
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xtone/ai_development_tools☆ 3Updated Oct 16, 2026
Hard readiness gate before implementation begins — cross-checks the constitution, feature spec, plan, and tasks for consistency, traceability, and unresolved ambiguity. Returns PASS or FAIL with specific findings. Load when the spec-driven-development orchestrator routes /analyze, when the user asks to cross-check spec vs plan, audit traceability, verify spec readiness, gate-check before implementation, or says "is this spec implementation-ready", "trace requirements to tasks", "/analyze", "spec sanity check", "spec readiness gate", "spec consistency check". Output: docs/reviews/YYYY-MM-DD-<slug>-spec-crosscheck.md.
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dvy1987/agent-loom☆ 3Updated Aug 8, 2026
在用户已经完成一次 implementation 工作后,把项目里的 implementation plan + git diff/log 渲染成一份单文件 HTML 实施报告。报告包含 TL;DR、风险概览、架构图(mermaid)、Before/After 数据流、决策记录卡片、风险清单。用于开会前快速对齐团队、向 reviewer 解释设计决策、归档实施叙事。当用户说"生成实施报告"、"impl-explain"、"explain implementation"、"展示这次实施方案"、"做一份 HTML 实施总结"时调用本 skill。
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tt-a1i/impl-explain☆ 2Updated May 12, 2026
Guides feature development and bug fixes by writing tests before implementation. It confirms each test fails for the expected reason, adds only enough code to pass, and checks the full test suite before completion.
- Implementing a new feature from tests
- Reproducing a bug in a test before fixing it
- Refactoring while keeping tests passing
obra/superpowers☆ 302.6KUpdated Oct 10, 2026
Carry out an existing implementation plan in one session, task by task. Verify each step with tests, record progress and decisions in a file, and finish with a review of all changes on the branch.
- Implementing a prepared development plan
- Executing tasks without implementer subagents
- Resuming work from a progress record
obra/superpowers☆ 302.6KUpdated Oct 10, 2026
Carry out an implementation plan by assigning each task to a separate agent, then reviewing specification compliance and code quality. Keep progress in files and review the complete set of changes after all tasks are finished.
- Implementing a plan with mostly independent tasks
- Reviewing specification compliance after each task
- Resuming work from recorded progress
obra/superpowers☆ 302.6KUpdated Oct 10, 2026
Requests a code review from a separate agent after implementation or before merging. It provides the change summary, requirements, and commit range, then guides follow-up work according to the severity of the findings.
- Reviewing a major feature after implementation
- Checking changes before merging
- Getting another perspective on a complex bug fix
obra/superpowers☆ 302.6KUpdated Oct 10, 2026
Turn an existing discussion and codebase knowledge into a specification, then publish it to the project's issue tracker. Organize the problem, user needs, implementation decisions, testing approach, and work excluded from scope.
- Turning a feature discussion into a specification
- Publishing agreed requirements to the project issue tracker
- Documenting implementation and testing decisions
mattpocock/skills☆ 298.6KUpdated Oct 20, 2026
Turn recurring work or life activities into workflow specifications through focused questions with recommended answers. Clarify triggers, human review, and decision summaries so an implementation agent can build the workflow without further questions.
- Finding recurring activities worth delegating
- Clarifying when a workflow should start
- Deciding where human review is needed
mattpocock/skills☆ 298.6KUpdated Oct 20, 2026
Design modules that offer substantial behavior through a small interface, the rules callers must understand. Use shared design terms to simplify usage, contain complexity, choose where implementations can vary, and make behavior easier to test.
- Simplifying a module's interface
- Bringing scattered complexity into one module
- Choosing where implementations can be swapped
mattpocock/skills☆ 298.6KUpdated Oct 20, 2026
Map the impact of a proposed change using real dependencies and project documentation. Identify affected code, data, interfaces, tests, and release steps, then compare the implemented changes with the plan to expose gaps and unverified risks.
- Map callers and tests affected by an API change
- Review database migration and recovery plans
- Check authentication changes across modules
affaan-m/ECC☆ 284.9KUpdated Oct 20, 2026
Implement and review security measures in Quarkus applications. Covers sign-in, access permissions, input validation, password hashing, secret storage, request limits, audit logs, and checks for known vulnerabilities in dependencies, with implementation and configuration examples.
- Adding JWT or OIDC authentication to a Quarkus API
- Checking role permissions and resource ownership
- Reviewing input validation and database queries
affaan-m/ECC☆ 284.9KUpdated Oct 20, 2026