Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add liqiongyu/lenny_skills_plus --skill competitive-analysisgit clone --depth 1 https://github.com/liqiongyu/lenny_skills_plusWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/competitive-analysis)<a href="https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/competitive-analysis"><img src="https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/competitive-analysis/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/liqiongyu/lenny_skills_plus/competitive-analysis"><img src="https://agentmods.dev/badge/skills/liqiongyu/lenny_skills_plus/competitive-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00021 | $0.02011 |
| Opus 5.5 | $0.00008 | $0.00804 |
| Sonnet 5.5 | $0.00004 | $0.00402 |
| Haiku 4.5 | $0.00002 | $0.00201 |
Grade A, and why
competitive-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Competitive Analysis
Scope
Covers
- Mapping competitive alternatives (status quo, workarounds, analog/non-consumption, direct + indirect competitors)
- Building a competitor landscape grounded in customer decision criteria
- Turning analysis into actionable artifacts: positioning hypotheses, win themes, battlecards, and a monitoring plan
When to use
- “Do a competitive analysis / competitor landscape for our product.”
- “Why are we losing deals to ?”
- “What are the real alternatives if we didn’t exist?”
- “Help us differentiate and position vs competitors.”
- “Create sales battlecards and win/loss takeaways.”
When NOT to use
- You need market sizing / TAM/SAM/SOM as the primary output (different workflow).
- You don’t know the target customer, core use case, or the decision this analysis should support (use
problem-definitionfirst). - You only need a quick list of competitors (no synthesis, no artifacts).
- You’re seeking confidential or non-public competitor information (do not attempt).
- You need to write positioning copy, messaging frameworks, or landing page text (use
positioning-messagingafter this skill provides differentiation hypotheses). - You need to set or change your pricing model based on competitive data (use
pricing-strategy; feed it the comparison matrix from this skill). - You’re evaluating a specific technology vendor for adoption (use
evaluating-new-technology).
Inputs
Minimum required
- Product + target customer segment + core use case (what job is being done)
- The decision to support (e.g., positioning, sales enablement, roadmap bets, pricing, market entry)
- 3–10 known competitors/alternatives (or “unknown—please map them”)
- Any available evidence (links, win/loss notes, call transcripts, customer quotes, pricing pages, reviews)
- Constraints: geography, ICP, price band, compliance/regulation (if relevant), time box
Missing-info strategy
- Ask up to 5 questions from references/INTAKE.md.
- If answers aren’t available, proceed with explicit assumptions and label unknowns. Provide 2–3 plausible alternative scopes (narrow vs broad).
What ships with it
13 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- eval/eval_config.json 759 B
- eval/SHOWCASE.md 4.3 KB
- eval/with_skill.md 38 KB
- eval/without_skill.md 16 KB
- README.md 1.8 KB
- references/CHECKLISTS.md 2.0 KB
- references/EXAMPLES.md 1.4 KB
- references/INTAKE.md 1.7 KB
- references/RUBRIC.md 3.0 KB
- references/SOURCE_SUMMARY.md 1.8 KB
- references/TEMPLATES.md 2.7 KB
- references/WORKFLOW.md 3.7 KB
- skillpack.json 384 B
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 136 lines · 21 tokens per session scan A d0d931c0a9c6
competitive-analysis is a skill published in the GitHub repository liqiongyu/lenny_skills_plus (53 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 21 tokens to every session and 2,011 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
competitive-analysis compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| competitive-analysisliqiongyu/lenny_skills_plus | Skill | 53 | 5mo ago | Apache-2.0 | A | 21 | Claude Code, Codex |
| happiness-skillkangarooking/cangjie-skill | Skill | 12k | 1mo ago | MIT | A | 136 | Claude Code, Codex |
| setup-matt-pocock-skillsdevcxl/mattpocock-skills-zh | Skill | 530 | 3d ago | MIT | A | 43 | Claude Code, Codex |
| pixel-art-studioAnastasiyaW/codex-claude-code-config | Skill | 214 | yesterday | MIT | A | 349 | Claude Code |
| config-validatorjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 15 | Claude Code, Codex |
| aiwg-regenerate-copilotjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 25 | Claude Code, Codex |
| link-checkjmagly/aiwg | Skill | 229 | yesterday | MIT | A | 29 | Claude Code, Codex |