Business & Operations

Patent valuation framework. Referenced by the ip-analyst and license-strategist agents when calculating the economic value of IP assets. Use for 'patent value', 'IP valuation', or 'royalty calculation' requests. Legal patent infringement assessment and litigation representation are out of scope.

Full IP management pipeline for intellectual property portfolio management where an agent team collaborates to generate IP status analysis, patent/trademark/copyright mapping, renewal schedules, license strategies, and protection strategy reports. Use this skill for requests such as 'manage IP portfolio', 'patent portfolio analysis', 'trademark management', 'develop IP strategy', 'patent renewal schedule', 'license strategy', 'IP protection strategy', 'intellectual property status analysis', ...

IP landscape analysis guide. Referenced by the patent-mapper and protection-advisor agents when analyzing technology-specific patent landscapes and developing strategies. Use for 'IP landscape', 'patent map', or 'technology trends' requests. Patent filing services and patent search database access are out of scope.

A full production pipeline where an agent team collaborates to generate documentary research, treatments, interview questions, and narration scripts all at once. Use this skill for 'plan a documentary,' 'create a documentary treatment,' 'documentary research,' 'create interview questions,' 'write a narration script,' 'investigative reporting plan,' 'documentary scenario,' and all other aspects of documentary production. Also supports treatment writing or narration scripting when existing rese...

A full branding pipeline where an agent team collaborates to design brand identity all at once, from naming through slogans, tone and manner, and visual guidelines. Use this skill for 'create a brand,' 'brand identity design,' 'brand naming,' 'create a slogan,' 'brand guidelines,' 'logo concept,' 'tone and manner design,' 'brand strategy,' and all other brand identity tasks. Also supports slogan/visual design when an existing brand name is provided. Note: actual logo file production (.ai, .sv...

A full narrative pipeline where an agent team collaborates to design game story, quests, dialogue, and branching scenarios all at once. Use this skill for 'create a game scenario,' 'game story design,' 'quest design,' 'game dialogue writing,' 'branching scenarios,' 'world-building,' 'NPC dialogue,' 'game scenario branching,' 'interactive story,' and all other aspects of game narrative design. Also supports quest/dialogue/branch design when existing world-building or story is provided. Note: g...

Email deliverability optimization skill used by the Editor-in-Chief and analyst agents. Provides spam filter avoidance, technical authentication, content filtering rules, and list hygiene management methodologies. Use for 'deliverability,' 'spam filters,' 'email authentication,' 'send optimization,' and similar requests.

A full production pipeline where an agent team collaborates to generate YouTube video content — strategy, script, thumbnail, and SEO metadata — all at once. Use this skill for requests like 'plan a YouTube video,' 'write a video script,' 'video scriptwriting,' 'YouTube content strategy,' 'video scenario,' 'YouTube Shorts planning,' 'create a YouTube thumbnail,' 'video SEO optimization,' 'YouTube channel content,' and other YouTube video production tasks. Also supports SEO optimization or thum...

Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document processing.

Tool Inventory Manager and Discovery agent (The Librarian). Auto-invoked when tasks involve registering tools, searching for scripts, auditing coverage, or maintaining the tool registry. Combines ChromaDB semantic search with the Search → Bind → Execute discovery protocol.

Task management agent. Auto-invoked for task creation, status tracking, and kanban board operations using Markdown files across lane directories.

Generate grouped work packages with actionable subtasks and matching prompt files for the feature in one pass.

Safe Create/Read/Update/Delete operations for Obsidian Vault notes. Implements atomic writes, advisory locking, concurrent edit detection, and lossless YAML frontmatter handling.

Upload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff.

Interactive initialization script that generates an advanced Agent Skill utilizing L4 State Management, Lifecycle Artifacts, Tone Configuration, and Chained Commands. Use when authoring complex, persistent workflows.

Generate grouped work packages with actionable subtasks and matching prompt files for the feature in one pass.

Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.

Upload primitives for HuggingFace Soul persistence - file, folder, snapshot, JSONL append, and dataset card management with exponential backoff. Use when persisting agent learnings, snapshots, or semantic caches to HuggingFace.

Interactive initialization script that acts as a Skill Designer and Architect. Generates a compliant Agent Skill containing strict YAML frontmatter, optimal interaction designs, and L4 patterns based on diagnostic questioning.

Generate grouped work packages with actionable subtasks and matching

Identify underspecified areas in the current feature spec by asking up

Defines resource naming conventions, designs REST endpoints and GraphQL schemas, structures error responses with proper HTTP status codes, plans pagination and filtering strategies, and establishes API versioning and contracts. Use when designing new APIs, reviewing OpenAPI/Swagger specs, structuring routes and endpoints, defining API contracts, or establishing versioning and error code standards.

Edits the project plan (milestones/sprints/tasks). Use when the user says "/taskforge-plan-edit", "edit the plan", "add a task", "remove this", "reorder", "change difficulty", "adjust wave", or similar.

Executes the next available task. Use when the user says "/taskforge-execute", "next task", "run", "go ahead", or similar. v2 changes: contextManifest-based file loading, few-shot reference injection, CoT template injection, guardrail enforcement, telemetry logging, silent error detection.