peterbamuhigire/digital-research-skills - 第 2 页

peer-review-loop

Use when research, analysis, forecasts, or recommendations need adversarial review, red-team challenge, devil's advocacy, source audit, method review, dissent handling, and revision disposition before release.

原文语言：英语

pi-investigation

Use when an authorised licensed private-investigator workflow needs lawful collection, chain of custody, and an evidentiary report; use osint-investigation for public-source reconnaissance and refuse unlicensed surveillance or harm-enabling requests.

原文语言：英语

primary-research

Use when the project cannot rely on desk research alone and needs first-hand qualitative evidence such as interviews, observation, focus groups, field visits, or coded open-ended responses. Encodes qualitative design, fieldwork discipline, coding, credibility…

原文语言：英语

professional-word-output

Use when producing or quality-checking a polished Microsoft Word document with controlled styles, pagination, tables, figures, and render evidence; use manual-guide for end-user content and python-document-generation for automated multi-format exports.

原文语言：英语

project-requirements

Use when a guided discovery interview must produce requirements, business rules, user types, and workflows for a new SaaS project; use systems-process-requirements when formal traceability, interfaces, states, and acceptance criteria are the primary need.

原文语言：英语

python-document-generation

Use when Python must generate downloadable Excel, Word, or PDF artefacts for application users with branding, charts, tables, formulas, and delivery controls; use the format-specific skill when only one document type needs manual production.

原文语言：英语

report-and-proposal-craft

Use when choosing and drafting a long-form business report, proposal, business plan, bid response, or white paper whose evidence, persuasion structure, and reader decision must be explicit; use business-writing for short emails, memos, blogs, or web copy.

原文语言：英语

research-output-formats

Use when selecting the document form and academic or non-academic variant for a research deliverable such as a paper, thesis, policy brief, intelligence report, market analysis, legal opinion, case study, or feasibility study; use report-and-proposal-craft…

原文语言：英语

scraping-engineering-python

Use when scaling a Python scraper beyond a single-file requests script — encodes Lawson's *Web Scraping with Python* engineering layer (caching to disk and MongoDB, concurrent downloading, dynamic content via WebKit/Selenium/Playwright, form interaction,…

原文语言：英语

skill-composition-standards

Use when defining or reviewing how multiple skills compose through shared house style, input/output artifacts, evidence declarations, and reference boundaries; use skill-writing for one skill's authoring workflow and skill-taxonomy-and-routing for catalogue…

原文语言：英语

skill-safety-audit

Use when performing a read-only safety review of a new or changed skill for credential harvesting, unsafe installers, hidden mutation, excessive permissions, unknown tools, or instruction conflicts; use skill-writing for structural quality and…

原文语言：英语

skill-taxonomy-and-routing

Use when normalizing skill names, resolving whether a capability should be a standalone skill or a reference file, updating routers, removing alias drift, or auditing the repository's research skill taxonomy.

原文语言：英语

skill-writing

Use when creating or upgrading skills in this repository. Covers repository-specific frontmatter rules, progressive disclosure, reference-file strategy, validation, and the quality bar required for production-grade engineering skills.

原文语言：英语

spec-architect

Use when planning a feature or module and producing a coding-ready specification with scope, requirements, architecture choices, acceptance criteria, and risks; pair with systems-process-requirements for formal workflow, state, interface, data, business-rule,…

原文语言：英语

systems-process-requirements

Use when describing a system, process, workflow, scope boundary, requirements set, interface, state model, data architecture, business rules, user journey, operating model, or design system in testable and traceable form; use spec-architect for a coding-ready…

原文语言：英语

systems-thinking-and-mental-models

Use when analysing system behaviour, stakeholder dynamics, root causes, feedback loops, leverage points, or judgement under uncertainty with systemigrams, causal loops, mental models, or decision heuristics; use systems-process-requirements for normative…

原文语言：英语

uganda-academic-research

Use when drafting or reviewing a concept paper, proposal, dissertation, thesis, report, viva plan, or dissemination artifact against a named Ugandan university handbook; use research-design for method logic and never generalise one institution's rule to…

原文语言：英语

update-claude-documentation

Use when an authorised implementation or repository change requires affected project documentation, agent guidance, architecture notes, API/database docs, examples, or status records to be reconciled with the current code; use skill-writing for skill…

原文语言：英语

validation-contract

Use when authoring or normalising a specialist skill, or preparing to ship a feature or release — defines the seven evidence categories every specialist skill must declare against and provides the canonical Release Evidence Bundle template. The contract spine…

原文语言：英语

web-scraping-foundations

Use when choosing and validating the least invasive acquisition path for web data across published APIs, JSON endpoints, structured HTML, or browser automation, including politeness and error handling; use scraping-engineering-python when a Python crawl needs…

原文语言：英语

directory-name

Use when <concrete trigger>; use <nearest-neighbour> instead for <excluded trigger>. Produces <named result> for <consumer>.

原文语言：英语