video-outreach

When the user wants to build video-first cold outreach, create personalized video at scale, implement async selling, or use AI demo generation for prospecting. Also use when the user mentions 'video outreach,' 'personalized video,' 'video prospecting,' 'Tavus,' 'Sendspark,' 'HeyGen,' 'video email,' 'async selling,' 'video demo,' or 'made this for you.' This skill covers video-first outreach systems from personalization through conversion optimization. Do NOT use for technical implementation, code review, or software architecture.

Quality

75%

Does it follow best practices?

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Securityby

Low

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tessl review fix ./packages/skills-catalog/skills/(gtm)/video-outreach/SKILL.md

Quality

Content

56%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A genuinely actionable GTM strategy skill with well-sequenced workflows, concrete script templates, and clear tool-selection guidance, but it is bloated for its context budget — heavy on time-sensitive marketing claims, pricing, and a role-prompt opener, and it inlines large reference blocks that a skill this size should split into separate files.

Suggestions

Trim the role-prompt opener and unverifiable marketing stats (G2 rankings, user counts) and isolate time-sensitive pricing and 2025 version claims in a clearly marked 'Pricing/version reference (verify before use)' section.

Split the platform comparison, tech-stack tiers, and conversion benchmarks into one-level-deep reference files (e.g. TOOLS.md, BENCHMARKS.md) so SKILL.md stays a concise overview with signaled links.

Remove the per-platform prose paragraphs that restate the comparison table, keeping only the 'Choose X when...' decision lines that add new information.

Dimension	Reasoning	Score
Conciseness	The body is noticeably verbose: a role-prompt opener ('You are an expert in video-first sales outreach...'), marketing-stat padding ('Named #1 Fastest Growing Product of 2025 on G2, used by 100,000+ businesses'), and time-sensitive pricing/version claims ($39/mo, 'launched 2025', 'in 2025-2026') not isolated in a deprecated section, plus per-platform prose that duplicates the comparison table.	2 / 5
Actionability	Concrete, specific guidance throughout: a four-step process with minute budgets, second-by-second script templates, a tool decision tree, day-by-day sequence architecture, and a Quick Reference table mapping situations to recommendations; minor gaps remain in that some recommendations stay high-level.	4 / 5
Workflow Clarity	Multi-step processes are clearly sequenced (Research -> Create deliverable -> Record -> Deliver; Day 1-15 sequence) with feedback checkpoints such as 'If a prospect watches 75%+ of your video, call them within 5 minutes'; this is not a destructive/batch skill so the level-3 cap does not apply, but a few validation checkpoints are implicit rather than explicit.	4 / 5
Progressive Disclosure	Internal section structure is clear with headers and tables, but the ~460-line skill is monolithic: platform comparisons, pricing, benchmarks, and tech-stack reference material that would fit separate files are all inlined, with no one-level-deep external references (and no bundle files present to offset this).	3 / 5
	Total	13 / 20 Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description that concretely states capabilities, supplies comprehensive natural trigger terms including vendor names, and explicitly delimits scope with a 'Do NOT use for' clause. Only minor specificity tightening on the higher-level action verbs keeps it from a perfect ceiling on the specificity dimension.

Dimension	Reasoning	Score
Specificity	Names the domain and several concrete actions ('build video-first cold outreach, create personalized video at scale, implement async selling, or use AI demo generation for prospecting'), but 'build video-first cold outreach' and 'implement async selling' remain somewhat abstract relative to the level-5 anchor's fully enumerated concrete actions.	4 / 5
Completeness	Explicitly answers both what (build/create/implement/use AI demo generation) and when (an explicit 'Also use when the user mentions...' clause with concrete triggers), plus a 'Do NOT use for...' boundary clause.	5 / 5
Trigger Term Quality	Comprehensive natural trigger coverage including synonyms and vendor names ('video outreach,' 'personalized video,' 'video prospecting,' 'Tavus,' 'Sendspark,' 'HeyGen,' 'video email,' 'async selling,' 'video demo,' 'made this for you') that a user would naturally say.	5 / 5
Distinctiveness Conflict Risk	Clear video-outreach niche with distinct vendor-named triggers and an explicit negative-scope clause ('Do NOT use for technical implementation, code review, or software architecture'), minimizing overlap with adjacent GTM skills.	5 / 5
	Total	19 / 20 Passed

Validation

100%

Warnings & errors only

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: tech-leads-club/agent-skills
Path: packages/skills-catalog/skills/(gtm)/video-outreach/SKILL.md
Commit: fc886b7

Reviewed: 5 days ago

Table of Contents

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