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governance-to-automation generates an issue-driven auto-develop.sh workflow from project governance such as SOUL.md, AGENTS.md, CLAUDE.md, and MEMORY.md. The generated loop can implement, check, run dual review, fix, refactor, re-review, commit, and open a pull request, with an optional per-task test gate. Privileged execution and automatic merging remain off unless explicit flags pass a runtime confirmation. A companion repository owns the creation and maintenance of the governance files themselves.

servo structures agent development around named sources of truth and reviewers that did not produce the work. Its skills scan the project, gather relevant context, convene experts and a dissenter, shape a spec, seal a deterministic plan, watch scope during execution, close acceptance criteria, and run a non-colluding gate that returns GO, FIX, or STOP. A manifest records where project truth lives and who owns each check. The plugin is alpha; heavier backtesting and differential plan tools remain on the roadmap.

Bellwether creates a readable daily brief from congressional STOCK Act disclosures and institutional SEC 13F filings, then adds a watchlist and a paper-trading Ledger. Users can compare copied trades with the S&P 500 through backtests, inspect momentum signals, and ask Claude to fill analyst targets or ratings for watched stocks. It uses free public data and the Ledger does not place real trades. The project is educational and explicitly not financial advice.

site-visibility-report measures how a website appears in classic search, AI citations, and direct-answer surfaces, then renders the findings as a client-facing HTML and PDF report. You choose the language, measurement depth, and page scope before running its collection and scoring workflow. Bundled templates, a standalone-file builder, and headless Chrome rendering handle delivery; the manual path needs the listed Python packages.

project-guides documents a finished app, feature, or toolkit as a matched pair: a self-contained GUIDE.html for operators and an exhaustive DEVELOPER-INDEX.md for people who need to modify the code. Separate authoring roles read the real source, verify both outputs against it, and render the guide for visual inspection; an optional AI-CONTEXT.md gives a shorter orientation. The Codex edition uses native tools and local validation without requiring the Claude CLI.

shipmate helps maintainers release JavaScript, TypeScript, or Python repositories locally, focusing on why a change matters rather than copying commit subjects into a changelog. It discovers version locations, handles repositories with multiple independent contracts, checks for drift, and pauses at a human checkpoint before tagging and creating the GitHub release. It is aimed at deliberate manual releases, not fully automated commit-driven CI.

Fashion Item Extractor breaks an outfit, runway, street-style, or lookbook photo into identifiable garments and accessories, then produces a clean product image for each item. Its default workflow writes one prompt per item, crops a source rectangle as a visual anchor, and sends the crop plus prompt to Gemini or Seedream for image-to-image generation. Users can stop after analysis or prompts; final rendering needs the chosen provider key and optional Python packages.

learn-from-project reads an AI-built or unfamiliar repository and writes a LEARNING.md that explains what it does, maps its structure, and walks through core files in execution order. It separates logic that can change a result from environment or presentation details, explains the stack for non-engineers, and compares claims with actual behavior. The guide ends with an explain-back and a short list of gaps to close; output is English unless another language is requested.

relief-plate converts a high-resolution black-and-white PNG into an STL for relief printing: dark regions become raised ink surfaces and white regions remain recessed. Oversized artwork can be divided into tiles with hidden bottom dovetails so the printed relief joins across the seam, while detail test tiles expose fragile areas before a full print. The rules target a 0.4 mm nozzle and a Bambu X2D bed, and the scripts can run without the agent skill.

Governance Encoded turns AI governance material from 12 jurisdictions and eight sectors into developer-facing directive cards, code patterns, and checklists. Its three modes map requirements to a system, compare agent frameworks such as LangGraph and CrewAI, or create handoff protocols for operations spanning jurisdictions. References carry source and currency information, but the project warns that summaries may be incomplete or outdated and are not legal advice.

mutation-killing-orchestrator reads cargo-mutants survivors, ranks them by silent-regression severity, domain criticality, blast radius, cluster size, and whether a test can distinguish the mutant, then selects up to three findings. A stronger model performs the judgment and cheaper agents write one killing test per finding before a scoped re-run verifies the result. Equivalent or low-value survivors are accepted or deferred instead of chasing a perfect score, and the workflow leaves tests staged rather than committed.

Elicitation Widget gives Claude skills a shared intake engine instead of making each one ask questions in prose. A skill declares a QUESTIONS array with unique keys, complete questions, and two to four options; the widget presents them in one native choice-card interaction and returns a structured key-value payload. The entire implementation lives in one SKILL.md, but it requires an environment that supports ask_user_input_v0 and does not silently fall back when that UI is unavailable.

spacex-daily-briefing turns live X and web research into a compact daily brief on SpaceX, its SPCX public entity, and the merged xAI business. It reads the previous brief, reports only the delta, and organizes price-moving signals, key metrics, segment watch items, catalysts, risks, and inline sources. The skill separates confirmed facts from chatter and refuses to invent figures or quotes. It is informational only and not financial advice.

piped-clover turns a pasted research article or transcript into three linked deliverables: a Marp slide deck, an editable PowerPoint, and a zoomable interactive mind map. A deterministic parser extracts headings, bullets, numbers, frameworks, and timestamps; Claude shapes the visual story and adds a source citation plus a personal “So What” takeaway. URL fetching is not yet automated, and first-time renderers may need npm or PyPI access.

Code Architecture Auditor examines a language-agnostic codebase for structure, data flow, dependencies, dead code, complexity, error handling, tests, and documentation, then produces a report and cleanup plan. Report-only mode is read-only by default. Refactoring requires a captured baseline, an impact-based gate, approval for each change, and validation that output still matches; deletion candidates are checked for reflection, dependency injection, entry points, and public APIs first. The project uses PolyForm Noncommercial licensing, with commercial use requiring separate permission.

Super Translator uses a learner’s mother language as the explanation anchor, then compares several languages to expose nuance and offers register, rewrite, vocabulary, and grammar lenses. It reads targets and preferences from config.md and adapts a version-controlled profile.md after each interaction. If the skill itself needs a structural change, it proposes an auditable edit for approval rather than rewriting silently. The result is a local Claude Code workflow for non-native speakers who want deeper understanding and more professional writing.

ProjectMemory stores project progress, decisions, full source records, and past blockers in the user’s own Notion databases, then reloads them with /load in a new conversation and saves with /save. It shows the proposed record before writing, reads back after saving, and detects concurrent edits so stale data does not silently overwrite newer changes. Commands also cover ideas, status, upgrades, and archiving. The design is manual and verbatim rather than automatic, and it does not offer fuzzy semantic search.

Research Clinician skill helps Chinese medical students and early-career clinicians turn bedside observations into research questions, evidence notes, tool evaluations, reproducible mini-runs, bias audits, and study plans. At each gate, the AI exposes its work, sources, and uncertainties while the clinician decides what to accept, authorize, and sign. Real cases must be de-identified and cleared through ethics and data-governance processes. Without code execution, it drafts an executable plan instead, and it does not provide individual diagnosis or treatment decisions.