What belongs in a project's AGENTS.md and what never does. Load before writing or changing AGENTS.md or CLAUDE.md. Language-agnostic.
What earns a comment, what never belongs in one, and what to do when two distant things must change together. Load before writing or changing any comment or docstring.
Ensemble documentation review with specialized reviewer personas. Has full (9-persona) and lightweight (4-persona) modes.
Ensemble workflow for producing higher-confidence outputs through decorrelated reasoning paths. Load when the human explicitly requests the ensemble approach.
Conventions for Pony examples/README.md files. Load when adding, updating, or reorganizing examples in a ponylang project.
Conventions for Pony library project READMEs. Load when writing or updating a README.md for a ponylang library project.
How the words go in a comment, docstring, release note, README, or a project's AGENTS.md — write plainly, say the fact, and stop.
Load when working in a Pony project on any change that touches source code or dependencies.
Routing index for the Pony skills — tells you which pony-* skill to load for each task, and when. Load at the start of work in a Pony project.
Disciplines for software design work. Load when designing APIs, type systems, features, or system boundaries.
Fixed instructions for the ensemble synthesizer — integrates multiple agent outputs into a single higher-quality result. Used as part of the ensemble workflow.
How to handle a problem you spot while working on something else — decide whether it means the change you are making is scoped too small, and if it doesn't, capture it as a…
Whole-repo audit for over-engineering. Like ponytail-review, but scans the entire codebase instead of a diff: a ranked list of what to delete, simplify, or replace with s — from…
Harvest every `ponytail:` comment in the codebase into a debt ledger, so the deliberate shortcuts and deferrals ponytail leaves behind get tracked instead of rotting into "later…
Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the benchmark medians. One-shot display.
Quick-reference card for all ponytail modes, skills, and commands. One-shot display, not a persistent mode.
Code review focused exclusively on over-engineering. Finds what to delete: reinvented standard library, unneeded dependencies, speculative abstractions, dead flexibility — from…
Deploy and interact with Ponzu token launchpad — presales, DEX swaps, and LP farming on Ethereum
Poof integration. Manage Persons, Organizations, Deals, Leads, Projects, Activities and more. Use when the user wants to interact with Poof data.
Gesellschaftsrechtliche Treuepflicht: Pool Breakdown; konkretisierter Spezialmodul mit Prüfachsen, Red Flags, Varianten, Quellenhygiene und verwertbarem Output im…
Gestion de pools de sous-agents pré-instanciés pour performance et réutilisation. Se déclenche avec "pool agent", "agent pool", "pool de sous-agents", "pre-allocated agen — from…
Use to verify the full pool run flow on a live contour through report and OData evidence.
Gesellschaftsrechtliche Treuepflicht: Poolvereinbarung; konkretisierter Spezialmodul mit Prüfachsen, Red Flags, Varianten, Quellenhygiene und verwertbarem Output im…
Poool integration. Manage data, records, and automate workflows. Use when the user wants to interact with Poool data.
Validates PopKit compliance with Claude Code patterns using concrete standards and automated checks
Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation — from general/education-learning
Evaluates PopKit efficiency using concrete metrics for context usage, token consumption, and lazy loading validation — from majiayu000/claude-skill-registry
Evaluates PopKit user experience using concrete heuristics for command naming, error messages, and interaction patterns
Generate comprehensive documentation from codebase analysis - creates README sections, API docs, migration guides, and examples from code — from general/automation
Collaborative design refinement that transforms rough ideas into fully-formed specifications through Socratic questioning.
Capture bug context into structured reports. Use when /popkit:bug reports a bug or an agent repeatedly gets stuck.
Enhanced changelog generation with semantic versioning, auto-categorization, and release notes. Parses conventional commits, determines version bump (MAJOR.MINOR.PATCH),…
Analyzes task/feature complexity (1-10) and recommends subtask breakdown for planning and prioritization.
Analyzes task/feature complexity (1-10) and recommends subtask breakdown for planning and prioritization.
Use when you need to fully restore working context from a previous session - loads STATUS.json, reads key files, rebuilds mental model of current work state.
Navigate film, TV, and music memorabilia — production-used props, screen-worn costumes, signed instruments, original concert artifacts.
Multi-project dashboard for managing PopKit-enabled projects. Shows health scores, recent activity, and quick actions across all registered projects.
Synchronize documentation with codebase - updates AUTO-GEN sections in CLAUDE.md, validates cross-references, and reports stale documentation
Use when you need to manage project embeddings - embed skills, agents, commands, and MCP tools for semantic discovery.
Embed project-local skills, agents, and commands for semantic search. Use after creating items manually or to update embeddings.
Controlled batch execution of implementation plans with review checkpoints between phases. Loads plan, critically reviews for issues, executes tasks in batches, then pauses for…
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured opt — from…
Start-of-day setup and readiness routine. Calculates Ready to Code Score (0-100) based on session restoration, service health, dependency updates, branch sync, PR reviews, and…
End-of-day cleanup and maintenance routine. Calculates Sleep Score (0-100) based on uncommitted work, branch cleanup, issue updates, CI status, and service shutdown.
Run comprehensive tests on plugin components using the modular test runner. Validates hooks, agents, skills, and plugin structure across all PopKit plugin packages.
Initialize .claude/ structure and surgically add PopKit section to CLAUDE.md without overwriting. Detects conflicts, creates config, prompts for Power Mode.
Load cross-project context in monorepos. Lists available workspace projects or loads specific project context (CLAUDE.md, package.json, README, STATUS.json).
Display routine measurement dashboard with metrics, costs, trends, and visualization
Saves complete session state to STATUS.json for seamless continuation across conversations. Captures git context, in-progress tasks, service status, focus area, and next actions.
Use at start of new session to restore context from STATUS.json - loads previous state, displays session type, shows what to continue working on.
Pop is a terminal-based email sending tool by Charmbracelet with both a TUI composer and CLI mode. It supports Resend API and SMTP backends, file attachments, Markdown body…
Validate plugin integrity and offer safe auto-fixes for common issues - checks agents, skills, hooks, routing config, and plugin structure
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory — from…
Creates comprehensive implementation plans with exact file paths, complete code examples, and verification steps for engineers with zero codebase context.
Helps prepare and submit popcorn-cli GPU Mode solutions. Use when users ask to set up a project, create a submission template, or run/register submissions.
Use when executing and reporting the analysis for a Population and Development Review (PDR, Wiley / Population Council) manuscript so it survives expert, double-anonymized review…
Use when building tables and figures for a Population and Development Review (PDR, Wiley / Population Council) manuscript so exhibits are self-contained, accessible, and legible…
Use when building the argument of a Population and Development Review (PDR, Wiley / Population Council) manuscript into a population-and-development contribution — whether the…
Poper integration. Manage data, records, and automate workflows. Use when the user wants to interact with Poper data.
Generate one showcase image for PopiStudio Alice with strict character consistency. Use this when a creator agent needs a single Alice proof frame, demo still, or presentation…