Search: "clean"

Processes, cleans, compares, and searches tandem mass spectra with matchms. Use for MS/MS file I/O, metadata harmonization, peak filtering, spectral similarity, library matching, score matrices, and molecular-similarity networks. Use pyopenms instead for LC-MS feature detection or proteomics pipelines.

Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the directories the branch touched. Reviews are performed by an installed PR-review skill (default: pr-review-toolkit's review-pr). Use to fix review findings on a branch before opening or updating a pull request ('clean up this branch', 'fix this PR until review passes', 'run review-and-fix on my changes'). NOT for a one-time review — run the PR-review skill directly.

Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger, escalation when fixes stop converging, and a mechanical scope guard. Reviews are performed by the plugin-dev skill-reviewer agent. Use to fix skill quality issues, iteratively refine a skill, or resume a loop after an escalation ('fix my skill', 'improve this skill until it passes review', 'skill improvement loop'). NOT for a one-time review — use the plugin-dev skill-reviewer agent directly.

Intelligently organizes your files and folders across your computer by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks. Reduces cognitive load and keeps your digital workspace tidy without manual effort.

Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex. Use when the user asks to create, write, rewrite, improve, compress, clean up, or prepare a goal prompt, goal condition, /goal command, goal-mode objective, or copy-ready long-running task objective.

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python script, database pipeline, or Google Sheets API integration, even if tabular data is involved.

Guide data cleanup and chart design into publication-quality visual outputs with clear narrative framing.

Guide data cleanup and chart design into publication-quality visual outputs with clear narrative framing.

Operating procedure for Adako, the MCP server and REST API that connects this assistant to the user's Google Ads, Meta Ads, LinkedIn Ads and ChatGPT Ads accounts (TikTok Ads tools are listed but not available yet). Use it whenever the user asks about ad spend, performance, campaigns, ad sets, ad groups, keywords, search terms, audiences, budgets, pixels, creatives, monitors or briefs on those platforms, and whenever they ask to create, pause, resume, re-budget or otherwise change anything in those accounts. It defines the safety contract (read before write, every write becomes a proposal the user approves, created objects are always paused), the tool-call contract (233 tools, read routers for lookups and _write routers for changes, ids are strings, budgets are decimals in the account currency, dates are YYYY-MM-DD or a preset), the tool map per platform, and the standard workflows for performance reviews, wasted-spend cleanup, campaign launches, monitors, approvals and error recovery. Do not use it for platforms Adako does not cover.

Operating procedure for Adako, the MCP server and REST API that connects this assistant to the user's Google Ads, Meta Ads, LinkedIn Ads and ChatGPT Ads accounts (TikTok Ads tools are listed but not available yet). Use it whenever the user asks about ad spend, performance, campaigns, ad sets, ad groups, keywords, search terms, audiences, budgets, pixels, creatives, monitors or briefs on those platforms, and whenever they ask to create, pause, resume, re-budget or otherwise change anything in those accounts. It defines the safety contract (read before write, every write becomes a proposal the user approves, created objects are always paused), the tool-call contract (233 tools, read routers for lookups and _write routers for changes, ids are strings, budgets are decimals in the account currency, dates are YYYY-MM-DD or a preset), the tool map per platform, and the standard workflows for performance reviews, wasted-spend cleanup, campaign launches, monitors, approvals and error recovery. Do not use it for platforms Adako does not cover.

Operating procedure for Adako, the MCP server and REST API that connects this assistant to the user's Google Ads, Meta Ads, LinkedIn Ads and ChatGPT Ads accounts (TikTok Ads tools are listed but not available yet). Use it whenever the user asks about ad spend, performance, campaigns, ad sets, ad groups, keywords, search terms, audiences, budgets, pixels, creatives, monitors or briefs on those platforms, and whenever they ask to create, pause, resume, re-budget or otherwise change anything in those accounts. It defines the safety contract (read before write, every write becomes a proposal the user approves, created objects are always paused), the tool-call contract (233 tools, read routers for lookups and _write routers for changes, ids are strings, budgets are decimals in the account currency, dates are YYYY-MM-DD or a preset), the tool map per platform, and the standard workflows for performance reviews, wasted-spend cleanup, campaign launches, monitors, approvals and error recovery. Do not use it for platforms Adako does not cover.

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