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SkillsMP 已收集 merceralex397-collab/skilllibrary 中的 65 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 40 / 65 个已收集 Skill。
Design and harden agent, command, workflow, and tool prompts for reliable execution across different AI models. Use when creating or revising repo-local agents to apply model-specific prompting techniques, tighten scope, and prevent common agent failure modes…
原文语言：英语
Find external skills from public registries, GitHub repos, and official skill collections, then evaluate them for quality, licensing, and fitness for adoption. Use when looking for existing skills before building from scratch, evaluating external skill…
原文语言：英语
Create concise project handoff artifacts, especially a top-level START-HERE document and short resume context for the next session or machine. Use when scaffolding finishes, a milestone closes, or long-running autonomous work needs a compact restart surface.…
原文语言：英语
Generate structured migration plans with inventory, risk-ranked sequence, rollback procedures, and acceptance criteria for major upgrades or framework migrations. Use when upgrading major dependencies (React 17→18, Python 3.9→3.12), migrating frameworks…
原文语言：英语
Design and generate a project-specific agent team with specialized agents, tools, plugins, commands, and skills tailored to the project type and stack. Use after the base scaffold exists to customize generic agent templates into project-aware specialists. Do…
原文语言：英语
Generate client-specific overlay files (metadata, permissions, manifests) from a canonical SKILL.md source for different AI agent clients. Use when publishing a skill to multiple ecosystems (Copilot, OpenCode, Codex, Gemini CLI), converting between overlay…
原文语言：英语
Review a pull request, validate review comments against the actual implementation, and generate follow-up tickets only for findings that survive evidence-based triage. Use after a PR review cycle when comments need to be triaged into actionable work items. Do…
原文语言：英语
Create project-local skills populated with actual project data, stack-specific conventions, and domain-specific procedures. Use after scaffolding to replace generic skill placeholders with real project-aware guidance that helps agents work effectively in this…
原文语言：英语
Audit a skill or artifact's origin chain: where it came from, who authored it, what license applies, what modifications were made, and what trust level to assign. Use when evaluating external skills for adoption, auditing existing skills for license…
原文语言：英语
Audit existing repositories for agent-workflow drift and repair opportunities. Use when a repo has custom agents, commands, process docs, or ticket systems and you need to diagnose contradictory status semantics, raw-file stage control, missing workflow-state…
原文语言：英语
Maintain START-HERE, context snapshots, and closeout artifacts for this repo. Use when a ticket changes state, a session is ending, or autonomous work needs a concise human and agent resume surface.
原文语言：英语
Load the local source-of-truth docs for this repo. Use when an OpenCode agent needs the project mission, canonical brief, workflow, ticket state, or current operating status before planning, implementing, reviewing, or handing off work.
原文语言：英语
Navigate the canonical docs, ticket files, and OpenCode operating surfaces for this repo. Use when an agent needs to find where process, state, or handoff information lives without scanning the entire repository.
原文语言：英语
Hold the project-local standards for languages, frameworks, validation, and runtime assumptions. Use when planning or implementing work that should follow repo-specific engineering conventions.
原文语言：英语
Follow the required ticket lifecycle for this repo. Use when an agent is advancing a ticket through planning, review, implementation, QA, and closeout and needs the repo-specific stage rules.
原文语言：英语
Inspect bootstrap provenance, invocation tracking, and workflow state to explain which repo-local agents, tools, plugins, and skills are actually being exercised.
原文语言：英语
Generate the base repository file structure including README, AGENTS.md, docs layout, ticket templates, and the agent configuration scaffold. Use when creating a greenfield repo foundation or resetting a weakly structured project. This generates a generic…
原文语言：英语
Orchestrate the full spec-to-repo kickoff flow for greenfield or early-stage projects. Use when asked to scaffold, generate, or bootstrap a new project repository from specs, plans, or requirements. This is the single entrypoint — it sequences all sibling…
原文语言：英语
Safely deprecate, retire, or merge obsolete skills while preserving backward references and library clarity. Use when a user says 'deprecate this skill', 'retire this', or 'this is replaced by X', when a catalog audit identifies a skill for retirement, or…
原文语言：英语
Rewrite a skill's description field to fix routing problems — undertriggering, overtriggering, or passive language that fails to match user intent. Use when a skill isn't being found by agents, evaluation shows low trigger recall, or batch-auditing…
原文语言：英语
Run trigger tests, behavior tests, and baseline comparisons for a skill's eval suite, then produce a structured quality verdict. Use when a skill has been modified and needs regression testing, when CI/pre-release validation requires documented eval results,…
原文语言：英语
Build distributable bundles, manifests, and checksums for publishing or sharing one or more skills. Use when packaging skills for release, building a distribution bundle, creating CI/CD skill artifacts, or releasing a new library version. Do not use for…
原文语言：英语
Maintain the skill library catalog: add entries, update metadata, manage tags, track maturity/status, enforce naming conventions, and generate the library index. Use when adding a new skill to the registry, updating skill metadata after changes, auditing…
原文语言：英语
Normalize one or more source specs, notes, pasted chats, and Markdown planning documents into a single canonical brief, decision packet, and constraints summary. Use when given messy or multi-file project requirements that need to become a clean source of…
原文语言：英语
Detect a project's language, framework, runtime, testing setup, and deployment target from repository contents and produce a structured STACK-PROFILE.md. Use when scaffolding a new project and need to determine stack from code evidence, onboarding to an…
原文语言：英语
Create a repo-local ticket system with an index, machine-readable manifest, board, and individual ticket files. Use when a repo needs task decomposition that autonomous agents can follow without re-planning the whole project each session. Do not use for…
原文语言：英语
Adapt a general-purpose skill to a specific repository, team, stack, or project context without losing the base pattern. Use this when porting a skill between stacks (e.g. React to Vue, npm to pnpm), customizing a library skill for project conventions, or…
原文语言：英语
Audit a SKILL.md for structural anti-patterns that reduce routing accuracy, output quality, or maintainability. Use this for pre-promotion reviews, post-failure diagnostics, or quick structural audits when a skill feels "off" but the problem is unclear. Do…
原文语言：英语
Write a new SKILL.md file with correct YAML frontmatter, routing description, and structured body sections when a user needs to create a skill from scratch. Use this for requests like "create a skill for X", "write a skill that handles Y", "I need a new skill…
原文语言：英语
Compare skill variants or before-and-after versions using pass rate, token usage, latency, and qualitative win rate. Use this when choosing between multiple skill variants, measuring whether a refinement helped, or justifying skill maintenance investment. Do…
原文语言：英语
Audit and organize a skill library as a whole — detect duplicates, enforce category consistency, mark deprecation candidates, and ensure discoverability. Use this when the library has grown large enough that overlaps and inconsistencies emerge, before major…
原文语言：英语
Create a complete new skill end-to-end — from understanding requirements through initialization, implementation, validation, and forward-testing. Use this when a user wants to build a new skill from scratch using the Codex skill framework, including running…
原文语言：英语
Evaluate whether a skill routes correctly and produces better output than a baseline — measuring precision, recall, output quality, and win rate against no-skill runs. Use this when validating a new skill before promotion, verifying a refinement worked, or…
原文语言：英语
REDIRECTED — This skill has been merged into skill-installer, which handles all skill installation workflows. Use skill-installer instead.
原文语言：英语
Install skills into an agent client environment from a curated registry, GitHub repository, local folder, or packaged bundle. Use this when the user says "install this skill", "add skill from GitHub", "list available skills", "set up skill X", or asks about…
原文语言：英语
Manage skills through lifecycle states — draft, beta, stable, deprecated, archived — applying promotion criteria, deprecation rules, and transition tracking. Use this when auditing skill maturity across a library, promoting a tested skill to stable, retiring…
原文语言：英语
Package a skill folder into a distributable bundle (tarball or zip) with manifest, integrity checksums, and optional client-specific overlays. Use this when preparing a skill for sharing outside the source repository, publishing to a registry, or creating a…
原文语言：英语
Document the origin, authorship, evidence basis, and encoded assumptions of a skill to establish trust and traceability. Use this when publishing a skill to a shared registry, importing from an external source, auditing library trustworthiness, or when a…
原文语言：英语
Extract large reference material (schemas, examples, lookup tables, API docs) from a bloated SKILL.md into a references/ directory for progressive disclosure. Use this when a SKILL.md exceeds 500 lines or 10KB, contains large code examples or schemas not…
原文语言：英语
Make targeted, surgical fixes to an existing skill based on observed failure modes — tightening vague language, fixing routing misses, removing bloat, or covering missed edge cases. Use this when a skill produces inconsistent output, triggers incorrectly, or…
原文语言：英语