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CC competitive-research-snapshot

Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Use when a product decision needs competitive grounding, not a market report.

deanpeters/Product-Manager-Skills Claude Code author: deanpeters NOASSERTION 4 files body ≈ 2 181 tokens Open the sourcegithub.com↗ analyzed 4 d ago

Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications.

As a process C 54/100 · Has gaps — References files that are not bundled: ../autonomous-investigation/SKILL.md, ../intelligence-collection-disciplines/SKILL.md, ../tam-sam-som-calculator/SKILL.md

ProcedureData and analyticstype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
C
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
72
Run on models
none yet
Process rating
C
54/100
Has gaps
References files that are not bundled: ../autonomous-investigation/SKILL.md, ../intelligence-collection-disciplines/SKILL.md, ../tam-sam-som-calculator/SKILL.md
Tools and files w 18
0
Progress reporting w 2
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../autonomous-investigation/SKILL.md
  • warning missing-ref reference to a missing file: ../intelligence-collection-disciplines/SKILL.md
  • warning missing-ref reference to a missing file: ../tam-sam-som-calculator/SKILL.md
  • warning missing-ref reference to a missing file: ../company-research/SKILL.md
  • warning missing-ref reference to a missing file: ../company-intel/SKILL.md
  • warning missing-ref reference to a missing file: ../battle-card-builder/SKILL.md
  • warning missing-ref reference to a missing file: ../competitive-intel-watch/SKILL.md
  • warning missing-ref reference to a missing file: ../market-landscape-scan/SKILL.md
  • note frontmatter-key unknown frontmatter key "intent"
  • note frontmatter-key unknown frontmatter key "type"
  • note frontmatter-key unknown frontmatter key "theme"
  • note frontmatter-key unknown frontmatter key "best_for"
  • note frontmatter-key unknown frontmatter key "scenarios"
  • note frontmatter-key unknown frontmatter key "estimated_time"

Process rating: all ten parameters 54/100

Will not run. References files that are not bundled: ../autonomous-investigation/SKILL.md, ../intelligence-collection-disciplines/SKILL.md, ../tam-sam-som-calculator/SKILL.md
  • 0Tools and files. 8 referenced file(s) missing: ../autonomous-investigation/SKILL.md, ../intelligence-collection-disciplines/SKILL.md, ../tam-sam-som-calculator/SKILL.md
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 55Failures and branches. 1 branches
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 41 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2181 tokens
  • low 11 top-level sections: this looks like several domains in one skill

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +1No license
  • +2Single-language instructions
  • +3Description length 179: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 41 items
  • +3Output format is stated explicitly
  • +4Has examples (0 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.