Gh Issue Labels
Defines and operates the label-based control plane for multi-agent GitHub orchestration — agent-model:* (per-issue model override), agent-effort:* (effort directive carried in the dispatch prompt, not an API param), agent-claimed (active lock marker), do-not-dispatch (operator hold), do-not-rebase (auto-rebase opt-out), and ready-to-dispatch (advisory grooming signal). Use whenever you are select…
Mcp Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Browser Diagnosis
Reproduce and root-cause a front-end bug in a real browser using whichever browser MCP is connected — Chrome (claude-in-chrome), Playwright, Cypress, or Chrome DevTools — not just one. Drive the page as the signed-in user, watch the network and console, capture the failing request/response, shim/mock to isolate the fault, and record a repro, then hand the evidence to the issue being filed. Use wh…
Caveman
Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says \"caveman mode\", \"talk like caveman\", \"use caveman\", \"less tokens\", \"be brief\", or invokes /caveman. Also auto-triggers when token efficiency is request…
Ci Flake Hunting
The authoritative method for hunting, root-causing, and fixing CI flakes so the merge queue stops ejecting correct PRs and churn drops. A flake is a test that fails then passes on retry with NO code change explaining it — every red speculative merge-queue build ejects a correct PR and disarms its auto-merge, so a live flake taxes every PR behind it. Encodes the loop — MINE CI history for real fla…
Pr Comments
Single-lane interval watcher that drives PR review threads to resolved, then arms auto-merge — the review-thread-closer lane of a multi-agent fleet. Watches every open agent PR for AI-review-bot and human review comments, dispatches a fix sub-agent or posts a reasoned counter, resolves the thread only after the fix is pushed, and owns the INITIAL arm-after-bot-review (deliberately not done at dis…
Pptx
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working…
Technical Recon
Technical recon of an already-groomed, stakeholder-accepted issue that the dev team has not yet vetted or sized — dispatch a read-only sub-agent (one per issue, in parallel for a batch) to trace the ask into the codebase, produce a verified implementation approach, assert a level-of-effort (LoE) estimate with confidence, surface risks/unknowns/dependencies, recommend a split when the work is too…
Driving Prs To Merge
Owns the entire post-open PR lifecycle in a multi-agent GitHub repo — enabling and re-arming auto-merge, reading mergeStateStatus correctly, triaging CI failures from per-job logs, classifying transient vs real failures, resolving bot and human review threads (including the async-bot orphan trap), rescuing DIRTY/conflicted PRs, operating merge queues, handling pre-existing red CI, and dispatching…
Doc Coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or…
Figma
Connect to Figma from your AI tool — read design context (layout, typography, colors), fetch variables/tokens, capture visual references, generate code from frames, and optionally map Figma components to code with Code Connect. Use whenever a task involves a Figma file, design tokens, a design-to-code translation, or the Figma MCP. This repo's figma-specs skill and /figma-init-spec / /figma-refre…
Humanizer
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive 'Signs of AI writing' guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, passive voice, negative…
Pr Cleanup
Single-lane interval watcher that tidies up after agent PRs close — the post-merge janitor lane of a multi-agent fleet. Acts ONLY on closed PRs — deletes merged local branches, removes spent worktrees, closes the linked GitHub/Jira issue on merge, and releases the claim lock. Critical when PRs land on an integration branch (not the repo default), because GitHub then does NOT auto-close "Closes #N…
Dispatching Subagents
Turn a groomed tracker issue into a running implementation sub-agent and a merged PR — issue selection (priority, file-disjointness, bundling), model/effort resolution from chat > labels > defaults, the eight-section dispatch brief (worktree, toolchain prefix, pre-push hygiene, scope, git discipline, PR procedure, return contract), parallel dispatch under a concurrency cap, stalled-agent worktree…
Docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing image…
Gh Issue Locking
Claim/lock/release protocol for GitHub issues worked by AI agents, with multi-operator coordination etiquette. Use whenever an orchestrator is about to claim, dispatch, or start work on an issue (lock BEFORE dispatch, always); whenever a PR linked to a claimed issue merges or closes (release the lock and explicitly close the issue — GitHub auto-close does not fire on non-default integration branc…
Jira Issue Fields
Defines and operates the field- and label-based control plane for multi-agent Jira orchestration — issue type (bug/story/task selection), the native Priority field (P0→Highest … P3→Lowest), agent-model-* labels (per-issue model override), agent-effort-* labels (effort directive carried in the dispatch prompt, not an API param), agent-claimed (active lock marker), do-not-dispatch (operator hold),…
Grooming Issues
Interactively groom an issue that is not yet ready for development — engage the engineering/project lead with questions to assert the intent, scope, and direction of the ask until ≥90% certain the written story reflects what they want, then fill the issue body to the six-section groomed anatomy. Captures the WHAT and WHY (product/spec intent), upstream of the technical-recon skill which decides t…
Jira Issue Locking
Claim/lock/release protocol for Jira issues worked by AI agents, with multi-operator coordination etiquette. Use whenever an orchestrator is about to claim, dispatch, or start work on a Jira issue (lock BEFORE dispatch, always); whenever a PR linked to a claimed issue merges or closes (release the lock and explicitly transition the issue to Done — do not rely on Jira's PR-merge auto-transition);…
Orchestrating Slots
Run an N-slot, event-driven multi-agent orchestration loop over a repo — survey PRs and issues, fill concurrency slots with sub-agent dispatches P0-first, react to merge/CI/review events, apply backpressure when the queue jams, and keep all state in labels/fields, assignees, timestamps, and a sentinel pause issue so any session can resume cold. Use whenever the operator asks you to orchestrate, \…
Spelunking Specs
Deep-dive an unknown or evolving codebase and distil it into living spec documents — spawn agents (one per discovered domain) to ingest the code, infer the conventions, standards, assumptions, and invariants, verify them against real file:line evidence, and write them as numerically-referenced domain specs (1, 1.2, 1.2.3 = domain.subdomain.instance) that live in the repo beside the code and are r…
Pr Checks
Single-lane interval watcher that keeps open agent PRs green and mergeable — the CI + conflict + merge-queue medic lane of a multi-agent fleet. Watches for failing required checks, DIRTY/conflicted branches, AND merge_group (queue) failures that head checks are blind to; dispatches fixes, dequeues + drafts poison-pill PRs that drop a whole ALLGREEN group, and re-arms innocent PRs ejected by a gro…
Gh Issue Filing
Write and triage GitHub issues that AI sub-agents can implement without asking a single follow-up question — the six-section groomed-issue format (verified file:line evidence, literal acceptance criteria, traceability hint), the filing-time label taxonomy, duplicate and cross-reference etiquette between concurrent operators, follow-up filing instead of scope creep, and the recon protocol that cla…
Jira Issue Filing
File and triage Jira issues that AI sub-agents can implement without asking a single follow-up question — the six-section groomed-issue format (verified file:line evidence, literal acceptance criteria, traceability hint) in the issue description, the filing-time issue-type/Priority/label taxonomy, duplicate and cross-reference etiquette between concurrent operators, follow-up filing instead of sc…
Ci Speed Hunting
The authoritative method for hunting, diagnosing, and fixing CI SLOWNESS so the merge queue drains faster and throughput rises — the target is wall-clock latency, NOT correctness (a job that is GREEN but slow). Encodes the loop — MINE CI timing for the real long poles → DIAGNOSE the bottleneck class (under-sharded matrix, cold cache, missing/too-broad path-filter tier, serial needs-chain, redunda…
Figma Specs
Tame design drift with the Figma MCP — snapshot a Figma file into living design specs anchored to STABLE identity (node IDs and published component/style/variable keys) rather than page/frame names or position, so when designers reorganize the file the links still resolve. Each component is mapped to its code by a repo-owned design→code map (discovered by name-matching the codebase and confirmed…
Xlsx
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, .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 especia…
Skill Creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file o…