文档生成
生成并维护文档
Tighten your output
melodic-software
"Re-anchor terseness discipline, say markdown in fewer words without semantic loss, write code in fewer lines when readability holds, then audit the work in flight for avoidable verbosity and tighten it. Use when: 'tighten your output', 'tighten this', 'too verbose', 'say it in fewer words', 'this is bloated', 'trim the code', 'simpler form', 'cut the wordiness', 'be more concise', or at conversation start on prose- or code-heavy work."
claude-code-plugins
melodic-software
"Compress (tighten, shorten, trim) markdown files by dropping flavor — filler, hedging, articles — while preserving all content (directives, qualifiers, thresholds, examples), with a mandatory semantic-diff subagent that reverts any SEMANTIC LOSS or AMBIGUITY. Use when: 'compress this doc', 'tighten markdown', 'cut prose', 'shorten without losing meaning', 'trim onboarding doc', or verbose prose in docs/, READMEs, rule bodies, skill bodies, or third-party pasted text — actions: default (snapshot → backend → semantic-diff subagent → revert-pass → markdownlint) and audit (read-only dry-run classifying SKIP/COMPRESS/UNCERTAIN per file); empty target + clean tree in an interactive session offers a confirmation-gated repo-wide run (audit-first interview with prescribed defaults) instead of the no-op; flags: --force (bypass <3% revert rule), --keep-snapshot; not for: session compaction (/compact), markdown noise classification (/audit-noise), code-comment trimming, or content relocation/SSOT consolidation (/extract-ssot)."
Write For Agents
melodic-software
"Write agent-consumed markdown well at the moment of writing — CLAUDE.md or AGENTS.md content, .claude/rules files, agent-loaded reference/context docs, navigation-pointer lines, and doc-plus-pointer extractions. Use when: 'add this to CLAUDE.md', 'write a rule for X', 'write this up for the agent', 'add a pointer to the docs', 'move this section into its own doc', 'draft an AGENTS.md section', or any drafting or editing of a markdown file an agent will load. NOT for: creating or editing a SKILL.md (playbooks:skill-authoring and skill-quality:check own that), auditing existing docs (the docs-hygiene audit skills own that), or human-facing docs such as end-user READMEs and changelogs."
Extract SSOT
melodic-software
"Deduplicate repeated markdown content — rule files, skill bodies, ADRs, docs — into a single named source of truth and migrate every call site to cite it by exact heading. Use when the same prose, literal, or concept appears (or is reworded) across 3+ files: 'DRY this prose', 'extract a shared rule', 'single source of truth for X', a value-bump diff touching 3+ files — refuses extraction below the Rule of Three."
Recheck against upstream. Deep
melodic-software
"Escalate upstream-conformance discipline: fan fresh-context subagents doc-by-doc over a whole subsystem, framework, or repo against CURRENT official upstream docs, and report a divergence ledger. Use when: 'recheck the whole subsystem against upstream', 'audit every surface against the docs', 'deep upstream conformance pass', 'check the entire framework config against upstream', 'we depend on a lot of upstream surfaces and they may have drifted'. For one recheck, use recheck-against-upstream."
Step 1: name → Context7 library ID
melodic-software
"Look up current library documentation, API references, and code examples via Context7 (ctx7 CLI or the Context7 MCP server, same backend). Use when: 'look up the docs for X', 'how do I migrate to X v2', or whenever a question names a library, framework, SDK, CLI tool, or cloud service, including API syntax, configuration, setup, and version-migration questions. Actions: lookup <library> <query> (default) update (CLI upgrade + upstream drift check). For CLI/MCP setup, auth, and Windows gotchas, run /context7:setup."
risk-analysis
melodic-software
Risk analysis using risk registers, probability/impact matrices, and mitigation planning. Identifies, assesses, and manages project, business, and technical risks with structured response strategies.
create-agent
antinomyhq
Create new agents for the code-forge application. Agents are stored as .md files in the <cwd>/.forge/agents directory with YAML frontmatter (id, title, description, reasoning, tools, user_prompt) and markdown body containing agent instructions. Use when users need to add new agents, modify existing agents, or understand the agent file structure.
business-model-canvas
melodic-software
Business model design using Osterwalder's Business Model Canvas and Lean Canvas. Creates 9-block canvases with structured analysis for business model innovation and startup validation.
decision-analysis
melodic-software
Decision modeling using decision tables, weighted scoring matrices, and decision trees. Structures complex decisions with clear criteria, alternatives evaluation, and outcome prediction.
check-api-status
melodic-software
Check Anthropic API status and recent incidents from status.anthropic.com
stakeholder-analysis
melodic-software
Stakeholder identification, analysis, and management using BABOK techniques. Creates Power/Interest matrices, RACI charts, and communication plans.
prioritization
melodic-software
Prioritization techniques including MoSCoW, Kano model, weighted scoring, and value-effort matrices. Ranks requirements, features, backlog items, and investment decisions.
risk-register
melodic-software
Create or update a risk register with identification, assessment, and mitigation planning. Supports project, business, and technical risks.
value-stream-mapping
melodic-software
Lean value stream mapping for identifying waste and optimization opportunities. Creates current/future state maps with cycle time analysis and improvement recommendations.
api-design-assistant
ArabelaTso
Design and review APIs with suggestions for endpoints, parameters, return types, and best practices. Use when designing new APIs from requirements, reviewing existing API designs, generating API documentation, or getting implementation guidance. Supports REST APIs with focus on endpoint structure, request/response schemas, authentication, pagination, filtering, versioning, and OpenAPI specifications. Triggers when users ask to design, review, document, or improve APIs.
ai-summary-comment
dotnet
Posts or updates automated progress comments on GitHub PRs. Use after completing any PR agent phase (pre-flight, tests, gate, fix, report). Triggers on 'post comment to PR', 'update PR progress', 'comment on PR with results', 'post pre-flight comment'. Creates single aggregated review comment with collapsible sections per commit.
problem-framing
WellApp-ai
Frame problems using JTBD Job Stories, HMW questions, and persona validation
gtm-alignment
WellApp-ai
Align phases with GTM strategy, persona tiers, and KPI targets
decision-capture
WellApp-ai
Capture patine (decision wisdom) at Gates when KO or challenge occurs
pr-review
WellApp-ai
Automated code review using ReadLints and Shell for technical validation
debug
WellApp-ai
Systematic debugging with MCP integration, auto-invoke from qa-commit, Phase 7 Harden
xhs-note-creator
zrt-ai-lab
小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含:根据用户的需求和提供的资料,撰写小红书笔记内容(标题+正文),生成图片卡片(封面+正文卡片),以及发布小红书笔记。
api-interface-design
TencentBlueKing
API 接口设计规范,涵盖 RESTful 设计原则、URL 命名、HTTP 方法选择、请求响应格式、错误码定义、版本控制。当用户设计 API 接口、定义 Resource 类、编写接口文档或进行接口评审时使用。