Product & Planning

brainally Skill

Multi-agent PRD review (7 perspectives)

christopherlouet Skill

Sequential execution of user stories from a PRD file. Autonomous mode that implements and commits each story one by one. Trigger when the user wants to process a backlog, execute multiple stories, or launch an autonomous mode.

alebgl77 Skill

Conversion audit for funnels and pages — a section-by-section friction log (clarity, anxiety, distraction, motivation), heuristic checks (message match, above-the-fold value prop, form cost), an ICE-scored hypothesis backlog, and top-3 A/B test designs with success metrics and minimum-sample notes. Use when the user says "why isn't this page converting", "audit our signup flow", "conversion dropped after the redesign", or "what should we A/B test next".

alebgl77 Skill

Prepares a sales call end-to-end — account context, attendee angles, discovery questions, demo focus, pricing guardrails and a one-page cheat sheet. Use when the user says "prep me for my call with X", "I have a demo tomorrow", "meeting with a prospect", or any time a discovery, demo or negotiation conversation is scheduled.

alebgl77 Skill

Builds proposals, quotes and offers that close — problem restatement in the client's words, scoped options, anchored pricing, timeline, terms and next step. Use when the user says "write a proposal", "send them a quote", "build an offer for X", or after a successful discovery or demo call.

lennney Skill

需求探讨 / Discovery discussion. Asks 3 questions to clarify project scope. Use when the user wants to build a new site but isn't sure what they need.

lennney Bundle

Build a structured PRD that connects problem, users, solution, and success criteria. Use when turning discovery notes into an engineering-ready document for a major initiative.

bertbertov Skill

Domain assessment and web application mapping - subdomain discovery, port scanning, endpoint enumeration, API discovery, and attack surface analysis.

luc4n3x Skill

Chooses the smallest compatible process, language, domain, platform, visual, cognitive, and installed-skill stack for a task. Use before complex work and after project discovery. Combines autonomous skill intelligence with task, stack, risk, evidence, source-grounding, context, no-regression, memory/experience, teacher/eval, and in-flight doubt routing instead of requiring the user to manually name the best skills.

luc4n3x Skill

Extracts reusable, verified engineering knowledge after difficult tasks so future work gets cheaper. Use after a non-trivial bug fix, architecture discovery, recurring failure, benchmark, or review that revealed a stable lesson. Routes useful outcomes through thalarch-experience, thalarch-memory, and optionally thalarch-project-brain while rejecting guesses, sensitive data, task-specific noise, and overbroad generalization.

luc4n3x Bundle

Autonomous skill-selection layer for Thalarch. Use at the start of non-trivial work and again after project discovery when the current host may expose stronger project-local, official platform, Thalarch, or third-party expertise. Shortlists the smallest high-value skill stack based on task fit, project/toolchain compatibility, authority/currentness, tool leverage, evidence needs, redundancy, conflicts, context cost, and actual host availability.

lukk17 Bundle

Tracker-independent standards for planning and tracking work: kinds of work, sizing and splitting, epics as outcomes, a governed label taxonomy, statuses and how closure is recorded, testable acceptance criteria, dependency and duplicate links, bounded work in progress, and tying an item back to the code. Use when you say "write this ticket", "split this story", "are these criteria testable", "can we close this", or "triage the backlog". Not for Jira API mechanics, use `jira-integration`.

ovid Skill

Read the feature roadmap, find the next unplanned phase, brainstorm it, and update the roadmap with the resulting document name

ovid Skill

EXPERIMENTAL. Use when working the project-wide out-of-scope backlog at paad/code-reviews/backlog.md — cleaning it of entries that are already fixed or gone, or picking the next entry and fixing it end-to-end. Not for producing backlog entries — that is /agentic-review — and not for reviewing a branch diff.

ovid Skill

Use when reviewing a spec, PRD, requirements doc, or design plan before implementation begins — especially when the doc feels too big, bundles unrelated features, may contradict the current codebase, or seems vague, infeasible, or thin on security and error handling. Not for cross-checking a spec against a plan — that's /alignment.

ovid Bundle

EXPERIMENTAL. Analyzes a repository and any existing test suite, grades existing tests for weakness, classifies mocks, emits a phased roadmap for building a test suite that catches real regressions, then executes those phases one at a time. Use when planning or building a test suite, assessing whether existing tests are worth anything, adding tests to a legacy codebase, or when the user mentions test coverage, test strategy, or weak tests. Not for reviewing a branch for bugs, and not for fixing the bugs it logs.

kaakati Skill

AI and machine learning strategy starting from business problems, not technology. USE THIS SKILL when the user asks about AI readiness assessments, AI use case prioritization, ML ops maturity, generative AI strategy, responsible AI frameworks, AI ROI methodology, build vs buy for AI solutions, or creating an AI implementation roadmap. Includes use case identification with ROI ranking, talent strategy, and governance frameworks for both traditional ML and generative AI.

arcasilesgroup Bundle

Operates the project board (GitHub Projects v2 or Azure DevOps): discovers configuration after install (fields, state mappings, process templates) and syncs work-item state at lifecycle transitions. Trigger for 'set up the board', 'configure our ADO board', 'discover board fields', 'move this issue to in-review', 'update the board', 'mark as in progress', 'sync the work item state'. Two subcommands: `discover` (post-install configuration write) and `sync` (lifecycle state transitions). Auto-invoked via `sync` by /ai-brainstorm, /ai-build, and /ai-pr; fail-open. Not for backlog execution; use /ai-autopilot --backlog instead.

arcasilesgroup Skill

Creates a project work-item (issue / task / story) on the user's configured board: routes by manifest `work_items.provider` (GitHub Projects v2 or Azure DevOps), composes title + body + labels, attaches to the active board, and confirms a clickable link. Trigger for 'open an issue', 'file a bug', 'create a task', 'add this to the backlog', 'log a work item'. Not for upstream framework bugs (use /ai-engineering-issue); not for board configuration (use /ai-board discover); not for committing code (use /ai-commit).

arcasilesgroup Skill

Manages sprint lifecycle: plans a new sprint from backlog, runs data-driven retros comparing planned vs shipped, checks mid-sprint goal status, generates sprint review presentations. Works with GitHub Projects and Azure DevOps. Trigger for 'start sprint planning', 'kick off the sprint', 'lets do the retro', 'what did we deliver last sprint', 'sprint goals check', 'generate the sprint review deck'. Not for daily standup; use /ai-standup instead. Not for solo PR retro; use /ai-learn instead.

arcasilesgroup Bundle

Delivers large multi-concern specs and backlog runs autonomously: decomposes specs into sub-specs (or normalizes work items into a backlog DAG), deep-plans with parallel agents, builds a dependency DAG, implements in waves, runs a single final quality loop with one bounded quality-remediation pass (verify+guard+review on full changeset), delivers via PR. Trigger for 'implement spec-NNN end to end', 'autopilot this', 'autonomous delivery', 'decompose and ship', 'run the backlog', 'execute these GitHub issues', 'process the sprint backlog'. Invocation is the approval gate. Not for small or single-concern tasks; use /ai-build instead. Not for ambiguous requirements; use /ai-brainstorm first.

arcasilesgroup Skill

Consolidates the session-watch observation backlog on demand: runs /ai-session-watch --review, gates the result, and opens a draft chore PR for human review. Trigger for 'run the observation sweep', 'consolidate observations', 'session-watch sweep'. Never auto-merges, never auto-files work items, never runs unattended. Not for interactive review; use /ai-session-watch --review instead.

ocean326 Bundle

Use DeepXiv as an agent-first paper search and progressive reading lane for arXiv, PMC, bioRxiv, and medRxiv friendly literature. Best for fast paper discovery, `brief -> head -> section -> full` reading, and identifier recovery before a local library intake step.

ocean326 Bundle

Local-first router for internet discovery and evidence synthesis across GitHub, official docs, blogs, forums, news, and social platforms. Use when Codex needs to search, discover, compare, or collect current external sources about a topic, repo, company, tool, trend, product, or discussion; choose an adaptive search path by source and freshness; capture high-value pages locally when helpful; and return a concise, source-backed synthesis instead of a loose link dump.

ocean326 Bundle

面向交付与产品工作的总入口路由器。用于在端到端交付、产品发现、方案生成、需求定义、PRD/tech spec、方案批判、测试用例与最终验证之间选择最合适的技能；当用户要“把事情做成”但尚未明确是 discovery、proposal、planning、implementation 还是 verification 时优先使用。

ocean326 Bundle

Product requirements and planning specialist. Creates PRDs and tech specs with functional/non-functional requirements, prioritizes features using MoSCoW/RICE frameworks, breaks down epics into user stories, and ensures requirements are testable and traceable. Use for PRD creation, requirements definition, feature prioritization, tech specs, epics, user stories, and acceptance criteria.

ocean326 Bundle

Product discovery and requirements analysis specialist. Conducts stakeholder interviews, market research, problem discovery, and creates product briefs. Use for product brief, brainstorm, research, discovery, requirements gathering, problem analysis, user needs, competitive analysis, and setting foundation before product planning. Hands off to product manager when analysis complete.

ocean326 Bundle

Compile fragmented local and external materials into report-grade deliverables with local-first evidence mapping, adaptive web discovery, and explicit separation of facts, judgments, inferences, decisions, and next actions. Use when Codex needs to turn meeting notes, transcripts, screenshots, task history, official docs, GitHub repos, blogs, forum threads, or personal notes into one of: (1) task update or work summary, (2) meeting/secretary memo with decisions and action items, (3) feasibility or recommendation brief, (4) material digest or source pack, (5) systematic technical learning note, or (6) blog-style synthesis. Acts as a report/secretary front door: pick the right deliverable, route to search or critique helpers when needed, and keep major claims traceable.

ocean326 Bundle

End-to-end paper discovery, identifier recovery, accessible PDF download, and local literature library bootstrapping. Use when Codex needs to turn BibTeX, EndNote `.enw`, RIS, DOI or arXiv lists, title batches, or a vague "帮我把这些文献找齐并落到本地" request into local artifacts with metadata tables, OA or publisher links, downloaded PDFs, unresolved items, and a clean handoff. Prefer this when the blocker is finding or obtaining papers rather than reading, critiquing, or writing about them.

sumitake Skill

Cast the reviewer into a strict roleplay as a user persona or stakeholder reacting to an artifact (draft email, pitch deck, UI flow, policy memo, marketing copy, instructional text). The output is an in-character reaction — not a review — that shows how the artifact lands. Use when the user says "simulate a skeptical engineer," "simulate an impatient executive," "how would a non-technical user react to this," "play a confused customer reading this," "roleplay a skeptical engineer responding to this proposal," "what would a compliance officer say about this," "have the reviewer pretend to be a specific persona," or any cast-into-roleplay framing. Also offer this proactively when the active primary is about to ship a draft (email, deck, copy, instructions) to an audience where framing matters and the audience is non-technical, time-pressed, skeptical, hostile, or otherwise different from the author's defaults.

daedalus Skill

Apply exploratory, curiosity-driven reasoning inspired by ADHD-associated cognitive traits — including curiosity-biased attention, associative jumps across distant domains, interrupt-driven anomaly detection, hyperfocus under uncertainty, and parallel weak-stream ideation. Use this skill whenever the user asks for: creative brainstorming, cross-domain analogies, unconventional problem-solving, research hypothesis generation, adversarial/security thinking, scientific discovery tasks, or any time the user says "think outside the box", "what am I missing", "explore weird angles", "be creative", "ADHD mode", or "exploratory reasoning". Also trigger when a conventional answer would be too narrow, too domain-local, or when the problem space benefits from wide associative search before convergence. Trigger mid-task too: if reasoning has stayed in one domain for several steps without surprise, this skill applies even if it wasn't requested upfront.

aibangjuxin Skill

PLE (Production-Like Environment) 隔离架构设计。当需要设计 PLE 环境、分析 PRD 与 non-PRD 隔离方案、评估网络架构、控制多环境访问风险时使用。涵盖：隔离层次分析、攻击路径识别、GCP 原生隔离控制（Org Policy/Firewall/IAM）、合规要求评估。

outcomeengineering Bundle

ALWAYS invoke this skill when writing PRDs or product requirements. NEVER write PRDs without this skill.

outcomeengineering Skill

ALWAYS invoke this skill when breaking down a PRD into capabilities. NEVER decompose PRDs without this skill.

liujiayi3703 Skill

Use when exploring a codebase efficiently with structural search, tree-sitter AST parsing, function discovery, symbol lookup, or token-optimized code navigation instead of reading full files.

bertbertov Skill

Open-source intelligence gathering - company repository enumeration, secret scanning, git history analysis, employee footprint, and code exposure discovery.