positioning-mapper builds a dunford-style canvas naming real competitive alternatives (including status quo), isolating unique attributes with verifiability flags, mapping value themes, scoring beachhead segments on serviceability/pain/reachability, and generating a one-sentence onlyness statement that gates all downstream launch messaging.

launch-monitor watches product launches from t-0 to t+30, polling hacker news rank, product hunt votes, app store charts and news mentions against kpi targets. it verifies instrumentation pre-launch, tracks flamewar signals and spike-versus-sustain retention, and hands off to launch-retro-analyzer at window close.

b2b-contact-enrichment provides three methods to find verified professional emails (linkedin url, name + domain, article author) via finalscout api, supporting single waterfall lookups, async bulk tasks with polling, result pagination, csv export, and webhooks.

lockpicker guides users through reverse-engineering their own authorized browser workflows by capturing har files, extracting minimal auth material, and converting the request chain into a reusable local script with safety guardrails.

agentlens-blog-feed discovers and fetches newly published blogs from the agentlens public api, deduplicating via local memory file so each blog surfaces exactly once. downstream consumption decisions (summarize, translate, save) remain the caller's responsibility.

openclaw-docker-setup guides users through installing and configuring a production-ready dockerized openclaw instance on macos, with multi-instance support, discord integration, and optional gmail and google drive connectivity.

tabstack reads, extracts, transforms, and automates interaction with web pages and pdfs. supports javascript-heavy sites, structured data extraction, multi-source research with citations, and multi-step browser automation via natural language.

web-accessibility provides ordered procedures for wcag 2 aa conformance, starting with token validation and contrast math via a runnable script, moving through component states and semantics, with explicit boundaries around what automated checks can and cannot catch.

relight alters still image lighting via runcomfy cli, routing to qwen edit 2509 relight lora for dedicated work or falling back to broader edit endpoints for composite passes. covers direction, color temperature, intensity, and mood shifts while preserving subject identity.

p2claw exposes locally-running apps as peer-to-peer URLs without deploying to cloud or opening ports. routes inbound traffic via webrtc to a localhost upstream, with persistent naming and optional auto-start service.

locker-vault provides in-memory cached access to secrets via the locker CLI, enforcing read-only and read-write permission boundaries. agents store vault references in configs instead of raw credentials, reducing latency and preventing leakage.

industry-learning-sprint structures rapid domain entry through sequenced financial analysis, expert hypothesis stress-testing, and falsifiable view formation. targets decision-makers with time pressure entering unfamiliar sectors.

prompt-quality-checklist provides a systematic 10-point pre-generation audit for ai image and video prompts, covering temporal marking, character consistency, spatial anchors, lighting, shadows, material coherence, depth, shot framing, projection direction, and asset tracking to prevent common rendering failures in short-form video production.

fec-component-testing covers unit and light integration tests for react and vue components, with emphasis on user-centric queries, mock boundaries, and state coverage. includes concrete examples and explicit constraints against testing implementation details.

openclip exposes 28 video editing tools via mcp, centered on a pipeline that clips long videos into ranked shorts with captions, plus free utilities (transcribe, convert, compress, remove background) and ugc generation, all async/polling.

survivorship-bias detects when conclusions are drawn from pre-filtered samples (winners, survivors, published results) while missing data on non-survivors, then walks users through selection correction or conditional marking via a five-step process.

pii-redactor wraps a local zero-shot model to strip sensitive data from outbound responses before delivery. covers 55+ entity types and includes fallback manual review when the service is unreachable.

agenticboxes-email provides agents a hosted http api for sending and receiving email from their own address, with four domain modes (subdomain, registered, byo manual, byo delegated), prepaid credit, webhook delivery, and a threaded support channel baked into the api.

camscanner-image-erase-handwriting removes handwritten annotations and signatures from document images via curl-based api, preserving printed content and layout. supports both file-id and raw streaming output modes.

flux-2-klein wraps black forest labs' distilled flux 2 on runcomfy for sub-second image generation. covers model selection (4b vs 9b), step-count strategy, multi-reference styling, and documented prompting patterns that improve output over naive requests.

developing-datacloud-code-extension covers the full lifecycle of building python transformations for salesforce data cloud, from project initialization through local testing to production deployment via sf cli plugin.

skillet-reduce codifies behavior-preserving code simplification with a mandatory test-lock phase, two explicit modes (apply vs report), and a narrow scope discipline that prevents premature abstraction and design creep.

obra-using-git-worktrees detects existing isolation, prioritizes native platform tools, and falls back to git worktree creation with project-local directory safety checks, dependency installation, and baseline test verification.

smartclaws onboards agents and owners to iot telemetry on the skale blockchain, covering plugin installation, wallet setup, role selection, and skill deployment with explicit safety guardrails.

headless-terminal wraps the ht CLI to drive full-screen TUIs, SSH sessions, and interactive programs through a real PTY with deterministic waits and screen snapshots. handles vim, git add -p, installers, and other tools that break under plain shell I/O.

linkfox-amazon-alexa-for-shopping wraps amazon's conversational shopping assistant, accepting multi-turn prompts to retrieve natural-language product recommendations, grouped merchandise, asins, and follow-up questions. supports page-anchored context and both markdown and structured json output.

generating-custom-object provides structured guidance for creating salesforce custom object metadata xml with explicit constraint validation, sharing model decision logic, and a comprehensive verification checklist to prevent deployment errors.

dataify-instagram-comment-by-posturl collects Instagram post comments via Dataify Builder. it accepts post URLs, manages API token persistence, validates inputs, submits collection jobs, and returns task IDs with status for dashboard tracking.

p-image-try-on fits garments onto person photos with auto-classification, multi-piece stacking (up to 11 items), optional pose control, and turbo mode for speed. supports editorials, complex prints, and mixed accessory categories in one call.

dr-agent-backup manages durable agent state through git-backed versioning of memory, configuration, and workspace files while explicitly excluding secrets, caches, and runtime artifacts. restore is procedural: clone, restore secrets separately, reindex memory.

mailbox drives a prebuilt cli to read, search, send, and manage email across gmail, qq, 163, outlook, and imap/smtp accounts. returns stable json with success/error_code contracts and caches for speed.

kano-model-strategist applies the kano model to prune feature backlogs into lean, segment-aware prioritization. classifies features across six categories to surface waste, enforce must-be rigor, and isolate the one attractive feature worth building first.

golang-samber-lo covers 500+ type-safe generic helpers for functional transforms on slices, maps, strings, and channels. includes immutable core (lo), parallel variants (lop), in-place mutations (lom), lazy iterators (loi), and experimental simd. apply when adopting samber/lo for declarative collection transforms in go 1.18+.

structured methodology for isolating bugs through deterministic feedback loops, hypothesis ranking, and minimal instrumentation. emphasizes loop quality over code staring, with explicit phases for reproduction, testing, and cleanup.

sync-notes orchestrates rclone-based bidirectional sync between a local obsidian vault and cloudflare r2 via end-to-end encrypted crypt remote. interprets natural language commands to dispatch setup, init, bisync, download, or upload workflows with conflict detection and automatic backups.

llm-cost-watchdog tracks real-time api spend across 30+ providers, detects unbounded loops via ast analysis, enforces budget ceilings mid-execution, and surfaces silent failures. pricing routes through litellm and openrouter with static fallback.

extracts 3-6 stand-alone topical short clips from long-form video + srt transcript by human-judged segmentation, accurate-seek cutting, optional reframing, and srt slicing. hands off raw clips + metadata to /wjs-overlaying-video for covers and captions.

wrk covers http load testing with lua scripting for dynamic headers, randomized xff generation, and post request bodies. includes safety guardrails and graduated load patterns.

lean-startup guides teams through the build-measure-learn cycle to test business model assumptions before committing capital. activates on demand signals, pivot decisions, or pre-build uncertainty. includes coached entry point, structured experiment card, and common rationalization traps.

vtex-io-http-routes covers route declaration, handler structure, middleware composition, and HTTP contract enforcement for VTEX IO backend services. emphasizes explicit validation at boundaries, middleware reuse, and separation of synchronous HTTP concerns from async work.

browserbase-sessions provides workspace-based cloud browser automation with auth persistence, captcha solving, and session recording. workspaces preserve login state and tab snapshots across chat turns, with interactive controls for clicking, typing, waiting, and page reading.

jirac wraps a rust-based jira cli with multi-profile auth, sprint lifecycle management, bulk operations, and interactive tui for issue triage. covers cloud and data center instances.

feedback-loops diagnoses when a system's output circles back as input, amplifying (reinforcing) or self-correcting (balancing) behavior. uses causal chain mapping, delay identification, and meadows hierarchy to find structural leverage points that interventions miss.

decision tree converts multi-stage choices under uncertainty into explicit payoff calculations by mapping decisions you control, outcomes you don't, and assigning probabilities and payoffs to each terminal branch, then rolling back expected values to identify the optimal path and sensitivity thresholds.

asc-release-flow determines app store readiness through validation, stages metadata and builds, then submits for review. handles first-time blockers like app availability bootstrap, subscription/iap attachment, game center setup, and app privacy publication.

simmer-preflight returns a single boolean trade verdict after checking wallet identity, venue status, spendable balance, and open exposure against a cap. call once per trade intent to prevent cap overruns and catch config issues before they become losses.

bcg-matrix maps business units across growth and market share to identify cash generators, absorbers, and investment targets. assigns quadrants (stars, cows, question marks, dogs) with trend analysis and resource-allocation rules for portfolio prioritization.