ai-tell-reducer

Runs multi-source research with hallucination control built into the architecture — parallel retrieval subagents that return only quoted spans, an append-only Source Ledger where no claim ships without a source row, blind per-claim verification, and disagreement surfaced rather than averaged.

Design knowledge restructured so an AI can look it up without guessing. Use-case playbooks (decision deck / technical explanation / pitch / refactoring an existing deck / tables / charts / structural diagrams / corporate-template compliance) that route to atomic rules, each carrying a tier (MUST / SHOULD / HOUSE), a cited source, and a completion condition written in a detector-compatible form. Decided values ship as W3C DTCG tokens; named anti-patterns say what not to do. Router only — it holds no judgement itself and hands file generation to pptx-build.

Development expert for designing and building Tauri v2 desktop and mobile applications.

Guided, knowledge-grounded co-authoring workflow for substantial documents (proposals, specs, decision docs, technical articles, whitepapers). Three optional, composable stages — context gathering, section-by-section drafting, and reader-testing — grounding facts in a domain knowledge base with cited sources and consistent terminology. Drafts into a working file, preserves human [人] edits, and hands off critical review to doc-review, restructuring to doc-refactor, fact-checking to verify-content/evidence-check, de-AI restyle to ai-tell-reducer/humanize-prose, and translation to faithful-translation. Bilingual JA/EN.

The contract for adding, updating and releasing a skill in this marketplace — the repo-specific half that generic skill guidance does not cover. Scaffolds the plugin layout, registers the plugin in marketplace.json and both READMEs, and gates the release on a script rather than on remembering: description length and YAML safety, the four places a description must stay in sync, version bump, site catalog freshness, validator, and any bundled test harness. Carries the authoring guidance itself as references. Hands the measuring of a skill (evals, trigger accuracy, version A/B) to the official skill-creator plugin.

Competitive analysis skill that researches competitor products via web search, compares features/pricing/differentiation, and generates comparison matrices.

Comprehensive academic research expert covering paper writing, literature review, citation management, and research methodology.

Select concrete middleware/runtime from an ArchiMate EA model's non-functional requirements: weighted, sensitivity-checked evaluation, an ADR for the rationale, and write-back of the decision into the model's Technology-layer elements. Bridges archimate-ea (design) to archimate-to-impl (implementation).

Marketplace

Startup advisor providing practical advice and strategic guidance from launch through growth stages.