Generate or refresh coverage manifest for a scanner — lists ALL items in scope so scans can track progress across sessions.
Score 80/100
Use when planning a feature and need to understand token cost, time estimate, or complexity before committing to implementation.
Score 80/100
Load the latest model checkpoint, run evaluation on the test set, and generate a metrics report with confusion matrix.
Score 80/100
An example user-invoked skill that demonstrates frontmatter options and the skills//SKILL.md layout
Score 80/100
Deploy the application to a target environment. Use when deploying code, releasing, or pushing to staging/production. Requires explicit user invocation.
Score 80/100
ONLY when user explicitly types /exe-plan. Never auto-trigger on execute, run, or implement.
Score 80/100
Run the execution + quality polish + delivery stages of review-loop against one of three entry modes: resume an approved session (`--session`), execute a user-supplied plan…
Score 80/100
Use this skill when executing all plans in a phase with wave-based parallelization, running phase execution, or completing phase work.
Score 80/100
Profile and explore a dataset to understand its shape, quality, and patterns. Use when encountering a new table or file, checking null rates and column distributions, spotting…
Score 80/100
Systematically explore a codebase area and find/fix obvious issues with fresh eyes.
Score 80/100
Invoke parallel document-specialist agents for external web searches and documentation lookup
Score 80/100
This skill should be used when the user asks to "extract audio", "get the mp3", "strip audio from video", "rip audio", "save audio from video", "convert to audio", "get the…
Score 80/100
Migrate a Jakarta Faces project from one version to another (e.g. JSF 2.3 to Faces 4.1)
Score 80/100
Review Jakarta Faces code for common mistakes, anti-patterns, and rule violations
Score 80/100
Trivial inline design task. No subagents, no planning documents, no pipeline stages. Just do the thing described.
Score 80/100
Comprehensive product feasibility study with effort and cost estimation. Analyzes technical, economic, market, operational, and schedule feasibility using the TELOS framework.
Score 80/100
Manages OrchestKit learning system including feedback status, usage pattern tracking, and privacy/analytics consent.
Score 80/100
Fetch internal company documentation, framework examples, or platform guidelines into the current AI context.
Score 80/100
Retrieve saved plan folders from `.ai/planning`, let the user choose one, then load its planning documents and summarise implementation status.
Score 80/100
Fetch an RFC from Notion given a URL. Use when user wants to view, review, or work with an existing RFC document. Accepts Notion page URLs or page IDs.
Score 80/100
Process user-provided patent figures and generate formal drawing descriptions. Use when user says \"附图处理\", \"figure description\", \"附图说明\", \"drawings description\", or wants to…
Score 80/100
Apply a criterion to items and keep or drop them. The grep of knowledge work — binary keep/drop decision per item. Different from rank (which reorders but keeps all).
Score 80/100
Finalize orphaned recordings - stop processes, compress, push to orphan branch. TRIGGERS - finalize recording, stop asciinema, orphaned recording, cleanup recording, push…
Score 80/100
Generate an income statement with period-over-period comparison and variance analysis
Score 80/100
Generate financial statements (income statement, balance sheet, cash flow) with period-over-period comparison and variance analysis.
Score 80/100
Find pages with overfull boxes (content that doesn't fit) in LaTeX presentations. Use when checking for layout issues or content overflow.
Score 80/100
Use when feature implementation is complete and the branch is ready for final validation, PR creation, or merge.
Score 80/100
AI-powered autonomous data extraction that navigates complex sites and returns structured JSON. Use this skill when the user wants structured data from websites, needs to extract…
Score 80/100
Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section, bulk-scrape multiple pages…
Score 80/100
Download an entire website as local files — markdown, screenshots, or multiple formats per page. Use this skill when the user wants to save a site locally, download documentation…
Score 80/100
Discover and list all URLs on a website, with optional search filtering. Use this skill when the user wants to find a specific page on a large site, list all URLs, see the site…
Score 80/100
Read an Obelus compile-error bundle, make the minimal source edits needed to clear the compiler errors, and stop. The desktop re-runs the compiler to verify.
Score 80/100
Fix a random FIXME in the codebase (in the given scope, use "." for the whole codebase)
Score 80/100
Generate spaced repetition flashcards from notes or topics. Use when user wants to create flashcards, make review cards, prepare for spaced repetition, or convert notes to quiz…
Score 80/100
Analyze any fleet's inventory/devices.json and recommend optimal Ollama models per device based on hardware constraints, inference tier, and current LLM landscape.
Score 80/100
Write follow-up emails that re-engage without being annoying. Uses proven psychology for follow-up sequences. 42% of replies come from follow-ups.
Score 80/100
Hard reset for a specific task type. Deletes playbook, confidence entry, evaluations, and classifier data.
Score 80/100
Create or configure a fork workflow with git-town. Preflight checks at every step. TRIGGERS - fork repo, setup fork, git-town fork, create fork, fork workflow, upstream setup.
Score 80/100
Use for landing pages, websites, apps, and UI where visual composition and structure are the primary concern.
Score 80/100
Verify a running frontend with explicit visual claims, viewports, and screenshot evidence using the frontend-visualqa MCP server or CLI.
Score 80/100
Run all 36 agents across 9 categories in 4 phases — complete codebase audit with orchestration, Observer Agent, and token management.
Score 80/100
Mine Claude Code session logs for bash commands getting incorrect permission decisions. Find read-only commands that return "ask" when they should be "allow", unknown commands…
Score 80/100
This skill should be used when the user wants Claude Code to act purely as a manager/architect while Gemini CLI does all the coding work.
Score 80/100
Generate code map headers: add dependency analysis and data flow documentation to each file
Score 80/100
Generate an MCP App widget (self-contained HTML) for an MCP tool. Describe the visual you want and paste your tool's test output.
Score 80/100
Generate a single worker task prompt using the existing CLEAR + selective CoVe task design standard and the task structure requirements used by swarm-task-planner.
Score 80/100
Create new genre documentation files for the bitwize-music genre library. Use when the user wants to add a genre, says "/genre-creator", "neues Genre erstellen", "Genre…
Score 80/100
Use this skill when the user wants to analyze Claude token usage, understand Claude API spending, check cache hit rates, review Claude Code workflow patterns (skills, agents,…
Score 80/100
List, reply to, resolve, and create GitHub PR review comment threads using gh CLI scripts. Use when managing code review feedback, replying to reviewer remarks, resolving review…
Score 80/100
Search GitHub for code examples and patterns. Use when user asks to "search GitHub", "find examples on GitHub", "how do people implement X", or needs real-world code patterns.
Score 80/100
Commit changes to git with a descriptive conventional commit message. Use when ready to commit staged or unstaged changes.
Score 80/100
Use when doing ANY git work in G1 / Misar AI repos: creating branches, committing, pushing, opening PRs, merging, tagging, cleaning up branches, or sweeping a repo (or all 7…
Score 80/100
Stage only specific hunks from the working tree for selective commits. Use when a file has changes from multiple sessions, parallel AI agents, or mixed user and agent edits and…
Score 80/100
Resolve GitHub feature availability and policy constraints by plan, repo visibility, account type, and enabled settings before recommending governance actions.
Score 80/100
Define and apply expert GitHub policy profiles and control catalogs used by specialized execution skills across ticketing, review/merge, governance, and release flows.
Score 80/100
Route GitHub workflow requests through a capability-first GitHub skill tree with explicit ownership boundaries and minimal overlap.
Score 80/100
Apply Agile linkage controls in GitHub using issue types, sub-issues, dependencies, issue-branch/PR linkage, project fields, and built-in automations.
Score 80/100
Govern release readiness and incident response flow in GitHub with rollback evidence, hotfix linkage, and follow-up controls.
Score 80/100
Extract and score leads from GitHub repositories by analyzing stars, forks, issues, PRs, comments, and contributions.
Score 80/100
Enforce review and merge administration gates with required checks, approvals, conversation resolution, rulesets, and merge queue readiness.
Score 80/100