Product & Planning

aibot88 Bundle

Use when the user wants to find viral or high-engagement tweets on X (Twitter) around a topic, from a specific author, or across a hashtag. Filters by minimum likes, retweets, or views. Read-only discovery tool.

aibot88 Bundle

Manage the freshie ecosystem inventory database — a CMDB tracking all plugins, skills, packs, and compliance grades across 50 SQLite tables. Use when checking ecosystem health, running discovery scans, validating compliance, remediating issues, querying inventory data, comparing runs, exporting data, or generating status reports. Trigger with "freshie status", "inventory scan", "ecosystem audit", "grade report", "compliance check", "remediate skills", "query freshie", "compare runs", "export grades", or "freshie report".

aibot88 Bundle

Operate Meta's Graph API and Instagram Graph API from the command line via the `meta` CLI (https://github.com/crimeacs/meta-graph-cli). Use when the user asks to post, publish, or schedule to Instagram (photo, video, Reel, carousel, story); fetch IG media, stories, mentions, tags, insights or analytics; reply to / hide / moderate IG comments; search Instagram hashtags or find recent/top media for a hashtag; run public business-discovery on another IG profile; get an IG embed code; post to or read a Facebook Page feed; list Pages they manage; debug or refresh an access token; or call any Graph API endpoint like /me, /<page-id>/feed, /<ig-id>/media. Triggers on phrases like "post to Instagram", "publish IG reel", "IG insights", "Instagram analytics", "IG hashtag search", "reply to comment on IG", "Facebook Page post", "Meta Graph API", "WhatsApp Business API", "long-lived token", or any mention of `graph.facebook.com`. Skip for general OAuth questions, browser-side JS SDK work, or pure design/copy tasks.

aibot88 Bundle

StartupBase platform help — community-driven startup discovery directory with free dofollow backlinks (DR39). Covers submission process (social auth, tech startups only), review queue (2-3 months free, 24-hour premium), selection criteria (custom domain, public product, never previously featured), weekly Spark newsletter, market categories, and comparison with other directories. Use when your startup needs more visibility and early adopter traffic, you want the DR39 dofollow backlink from StartupBase, your submission keeps getting rejected, or the review queue is taking too long. Do NOT use for multi-directory launch strategy (use /sales-launch-directory). Do NOT use for Product Hunt launches (use /sales-producthunt).

aibot88 Bundle

This skill should be used when conducting a scored agent-native architecture review. It launches 8 parallel sub-agents to audit action parity, context injection, CRUD completeness, capability discovery, and prompt-native features.

aibot88 Bundle

Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), cross-reference legit issues against open PRs, then branch: in-flight community PR -> shepherd via the apm-review-panel skill; no PR -> fix session with TDD and a mutation-break gate. Dispatch one completion subagent per shepherd verdict to resolve panel follow-ups, push to the contributor fork (or open a superseding PR that preserves author authorship via commit trailers), and post one ready-to-merge confirmation. Maintain a single plan.md ground-truth table as canonical session state. Activate when the maintainer asks to triage a list of issues, sweep the bug queue or backlog, shepherd all bug-flagged issues this quarter, run a weekly sweep of community-reported issues, drive in-flight community PRs to merge, or work down community bug contributions -- even if "shepherd" or "batch" is not named.

aibot88 Bundle

houtu-dependencies enterprise-grade Spring Cloud microservice foundational framework complete usage guide. GroupId is io.github.lujiafa, covering unified response, exception handling, parameter parsing, session authentication, permission control, signature verification, anti-replay, distributed lock, rate limiting, database field encryption, config decryption, access logging, canary routing, weighted load balancing, Feign enhancement, Sentinel circuit breaking, service discovery, Swagger documentation, crypto utilities, HTTP client, monitoring metrics, and other enterprise-grade capabilities. When the project build file (pom.xml or build.gradle/build.gradle.kts) contains io.github.lujiafa or houtu-related dependencies, or when the user mentions houtu or houtu-dependencies, this Skill must be read and code must be generated strictly following framework conventions. Even if the user is simply doing regular Spring Boot development (e.g., writing Controller, Service, Feign), as long as the project includes houtu,

aibot88 Bundle

Invoke when the user asks about influencer marketing, creator partnerships, UGC campaigns, influencer discovery, creator briefs, FTC compliance for sponsored content, influencer contracts, or influencer campaign measurement.

aibot88 Bundle

Scores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety), committed-vs-aspirational interpretation, evidence quality assessment, learning synthesis, and next-cycle recommendations. Refuses to retroactively change targets or shrink committed scope, average away guardrail KRs, treat 0.7 as success for committed or compliance_or_safety KRs, equate effort with impact, or use scores for individual performance. Hands off to iterate-lessons-log, iterate-retrospective, define-hypothesis, measure-dashboard-requirements, measure-instrumentation-spec, and foundation-okr-writer.

aibot88 Bundle

Apply social network analysis concepts including nodes, ties, centrality, structural holes, and strong/weak ties to map and analyze relationship structures. Use this skill when the user needs to understand influence patterns in an organization, identify key connectors, analyze information flow, or map stakeholder relationships — even if they say 'who are the influencers', 'how does information spread here', or 'map the relationships in our team'.

aibot88 Bundle

Use when researching, specifying, designing, or QAing a Swiss FOI / Öffentlichkeitsgesetz / LTrans / transparency-law request builder, including “MuckRock for Switzerland” or FragDenStaat-style tools. Covers federal BGÖ/LTrans and cantonal workflows, authority discovery, deadlines, fees, EDÖB/FDPIC mediation, privacy/source protection, benchmarking, and product spec output.

aibot88 Bundle

Guides creation and validation of custom dotnet new templates. Generates templates from existing projects and validates template.json for authoring issues. USE FOR: creating a reusable dotnet new template from an existing project, validating template.json files for schema compliance and parameter issues, bootstrapping .template.config/template.json with correct identity, shortName, parameters, and post-actions, packaging templates as NuGet packages for distribution. DO NOT USE FOR: finding or using existing templates (use template-discovery and template-instantiation), MSBuild project file issues unrelated to template authoring, NuGet package publishing (only template packaging structure).

aibot88 Bundle

Helps find, inspect, and compare .NET project templates. Resolves natural-language project descriptions to ranked template matches with pre-filled parameters. USE FOR: finding the right dotnet new template for a task, comparing templates side by side, inspecting template parameters and constraints, understanding what a template produces before creating a project, resolving intent like "web API with auth" to concrete template + parameters. DO NOT USE FOR: actually creating projects (use template-instantiation), authoring custom templates (use template-authoring), MSBuild or build issues (use dotnet-msbuild plugin), NuGet package management unrelated to template packages.

aibot88 Bundle

Routed by tia-openness-roadmap. C# Openness implementation of PLC software engineering: program blocks, system blocks, PLC tags and tag tables, user data types, external sources, watch and force tables, technology objects, software units, know-how protection, SafetyAdministration, PLC online/offline control, download, upload, compare-to-online, PLC compile, PLC import/export, master secret, and certificate/security services.

aibot88 Bundle

Create or revise repository `AGENTS.md` files using a progressive-disclosure, dispatcher-style structure. Use when an agent needs to author or edit a top-level or directory-local `AGENTS.md`, convert a long instruction file into task-oriented "Start Here for ..." sections, add a concise "Must Follow" section with Always/Never rules, improve skill-discovery cues, or decide whether guidance belongs in root `AGENTS.md`, deeper docs, local `AGENTS.md`, or a repository-local skill.

aibot88 Bundle

Analyzes existing brownfield projects to map documentation to SpecWeave's structure (PRD/HLD/Spec/Runbook). Use when migrating existing projects to SpecWeave, scanning legacy docs, or creating project context maps. Detects external tools (JIRA, ADO, GitHub) and supports incremental or comprehensive migration paths.

aibot88 Bundle

Cross-platform cloud storage path resolution — OneDrive, iCloud, Dropbox path discovery and normalization

aibot88 Bundle

Krytyczny audyt Product Requirements Document przed implementacją, działający jak critical code review wykonane przed napisaniem kodu. Używaj po sesji grill-with-docs/to-prd, gdy użytkownik wkleja PRD, prosi o review/audyt PRD, chce znaleźć luki techniczne, produktowe, testowe, bezpieczeństwa, skalowania lub architektoniczne przed rozbiciem na issues, albo chce feedback do agenta, który stworzył PRD po grillowaniu. Szczególny nacisk: security by design, scalability by design, prostota architektury i standard produkcyjny systemów działających pod realnym obciążeniem.

aibot88 Bundle

Draft detailed engineering specs from an approved PRD. Use when generating or updating the engineering specification for a feature, before implementation begins.

aibot88 Bundle

Map organizational power structures, classify resistance archetypes, design reframe strategies, and produce a sequenced change plan — saved as a political-map artifact to $HOME/.ai-first-kit/. The skill most leaders skip, and why 70% of transformations fail. Conducts per-stakeholder power mapping and incentive alignment analysis. Use when the user says 'how do I get buy-in', 'who will resist', 'organizational politics', 'manage resistance', 'change management for AI', 'stakeholder management', 'convince leadership', 'team is resistant', 'political blockers', or 'how do I sequence this change'. Also use when the user describes encountering pushback, sabotage, passive resistance, people feeling threatened by AI changes, or asks why their transformation isn't working despite good technology — even if they don't frame it as a 'political' problem. This skill MUST be consulted because it applies the Five Resistance Archetypes framework with per-stakeholder reframes; a conversational answer cannot produce the struct

aibot88 Bundle

Use when an approved system design exists and a system or service needs a production-grade testing strategy before merge approval, release, or production promotion. Produces a risk-based testing strategy with acceptance criteria from PRD success metrics, a contract and integration test plan that avoids mocking the system under test, CI/CD quality gates, and implementation handoff notes. Do not use for isolated unit-test authoring, one-off test debugging, framework-specific test syntax, load-test implementation, or penetration testing.

aibot88 Bundle

Query RegulomeDB v2 REST API to score variants for regulatory function and retrieve overlapping evidence (TF binding, histone marks, DNase peaks, eQTLs, motifs). Score single rsID/position, batch lists, region searches, and full annotations. Scores range 1a (strongest: eQTL+TF+DNase+motif) to 7 (none). Use for GWAS hit prioritization, regulatory variant annotation, cis-regulatory discovery. Use clinvar-database for pathogenicity; gwas-database for trait associations.

aibot88 Bundle

Expert solutions architecture covering technical requirements, solution design, integration planning, and enterprise architecture alignment. Use when conducting technical discovery, designing integration architectures, running security assessments, scoping proof-of-concept engagements, or creating solution architecture documents.

aibot88 Bundle

Validates custom dotnet new templates for correctness before publishing. Catches missing fields, parameter bugs, shortName conflicts, constraint issues, and common authoring mistakes that cause templates to fail silently. USE FOR: checking template.json files for errors before publishing or testing, diagnosing why a template doesn't appear after installation, reviewing template parameter definitions for type mismatches and missing defaults, finding shortName conflicts with dotnet CLI commands, validating post-action and constraint configuration. DO NOT USE FOR: finding or using existing templates (use template-discovery), creating projects from templates (use template-instantiation), creating templates from existing projects (use template-authoring).

aibot88 Bundle

Routed by tia-openness-roadmap. C# Openness implementation of project and portal lifecycle: opening, attaching, creating, archiving, retrieving, saving, copying, closing, deleting projects, project server sessions, transactions, exclusive access, UMAC/UMC, project library entry points, project-level CAx exchange, authentication events, project history, language settings, diagnostics, and advanced multiuser/VCI workflows.

aibot88 Bundle

Validate MCP server connection, tool discovery, schema correctness, and functional behavior. 驗 MCP 伺服器連線、工具發現、模式正確性及功能行為。 Use when: verifying new MCP server implementation, checking schema compliance, testing tool error handling.

aibot88 Bundle

A2A agent card JSON templates with schema validation and examples for different agent types. Use when creating agent cards, implementing A2A protocol discovery, setting up agent metadata, configuring authentication schemes, defining agent capabilities, or when user mentions agent card, agent discovery, A2A metadata, service endpoint configuration, or agent authentication setup.

aibot88 Bundle

Android BLE hardware integration using the Nordic Semiconductor BLE library (no.nordicsemi.android:ble). Covers UART/GATT service discovery, callbackFlow-based device scanning, connection lifecycle management, multi-device type detection, automatic reconnection, and byte-level protocol parsing. Use this when: integrating a BLE peripheral, implementing a GATT profile, scanning for devices by UUID or name pattern, handling BLE permissions on Android 12+, parsing binary telemetry packets, building a BleManager subclass, handling disconnect/reconnect loops, integrating GPS loggers, sensor hardware, OBD-II adapters, or any custom BLE peripheral.

aibot88 Bundle

Contact discovery specialist - handles contact classification, email verification, GDPR compliance, and opportunity enrichment.

aibot88 Bundle

Systematic methodology for developing reliable exploits from vulnerability discovery to weaponization

aibot88 Bundle

Find and rank influencers by niche, engagement, and authenticity using Xpoz. Searches Twitter, Instagram, and Reddit for active voices in any topic. Use when asked to "find influencers", "discover thought leaders", "who's talking about X", "influencer research", or "find KOLs".

aibot88 Bundle

Automates Digital Champion Grant and internal quarterly reporting. Ensures NCDIT compliance and generates stakeholder-ready reports from HTI operat...

aibot88 Bundle

Wi-Fi reconnaissance methodology — adapter selection, monitor mode and packet injection setup, regulatory domain handling, multi-band airspace mapping, hidden SSID discovery, BSSID/ESSID/channel/PMF/encryption fingerprinting, client probe analysis, vendor OUI lookup, war-driving with Kismet/airodump-ng/Wigle, and structured airspace data capture for downstream attacks. Use at the start of any wireless engagement to build the target map before active attacks; covers 2.4 GHz, 5 GHz, and 6 GHz (Wi-Fi 6E) bands and adapter compatibility for each.

aibot88 Bundle

Use after completing any PRD, spec, plan, or code implementation — verifies that artifact-specific pitfalls (security, idempotency, integration contracts, edge cases, LLM output) do not apply before declaring work done. Two rounds max.

aibot88 Bundle

Use when the user asks to audit what's wrong with a project, "make it right", "看看项目出了什么问题", "为什么用户的需求还没上线", "为什么没提交App Store", "为什么没新build", or wants a holistic state-of-the-project check covering unmerged branches, stalled PRs, failed GitHub Actions, stale builds, plan drift (TODOS.md / ROADMAP), unreleased commits, and log errors. Runs read-only investigation, presents a grouped checklist, fixes only after explicit user confirmation. Aware of the Cathier iOS app workflow (Xcode + fastlane + auto-merge @claude PRs from in-app feedback).

aibot88 Bundle

This skill should be used when draining a labeled issue backlog (deferred-scope-out, code-review, type/security) in one cleanup PR. Groups by code area and delegates to /soleur:one-shot.