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BF product-lifecycle

Route a product through its full lifecycle — discovery, strategy, portfolio choice, roadmap, UX and requirements, experimentation, delivery handoff, adoption, success, and lifecycle review — by composing existing specialist product skills with phase-entry evidence, handoff artifacts, and escalation rules. Use when evaluating a new product idea, managing a product through its lifecycle, or connecting product phases that currently operate in isolation. Do not use for a single product task that is already owned by a specialist skill (load that skill directly); do not use for software delivery lifecycle work (route to neckbeard); do not use to duplicate product discovery, strategy, UX, experimentation, analytics, release, or delivery methods.

magnus919/agent-skills Agent Skills author: magnus919 MIT 8 files body ≈ 2 826 tokens Open the sourcegithub.com↗ analyzed 27 h ago

Route a product through its full lifecycle — discovery, strategy, portfolio choice, roadmap, UX and requirements, experimentation, delivery handoff, adoption…

As a process F 54/100 · Will not run — References files that are not bundled: ../product-discovery/SKILL.md, ../product-strategy/SKILL.md, ../strategy-frameworks/SKILL.md

AnalyzerDesignData and analyticsOperations and projectstype 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
B
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
F
54/100
Will not run
References files that are not bundled: ../product-discovery/SKILL.md, ../product-strategy/SKILL.md, ../strategy-frameworks/SKILL.md
Tools and files w 18
0
Failures and branches w 10
0
Result and completion w 14
40
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
  • 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: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../product-discovery/SKILL.md
  • warning missing-ref reference to a missing file: ../product-strategy/SKILL.md
  • warning missing-ref reference to a missing file: ../strategy-frameworks/SKILL.md
  • warning missing-ref reference to a missing file: ../product-roadmapping-and-portfolio/SKILL.md
  • warning missing-ref reference to a missing file: ../product-design-and-ux/SKILL.md
  • warning missing-ref reference to a missing file: ../product-experimentation/SKILL.md
  • warning missing-ref reference to a missing file: ../implementation-planning/SKILL.md
  • warning missing-ref reference to a missing file: ../production-readiness/SKILL.md
  • warning missing-ref reference to a missing file: ../release-engineering/SKILL.md
  • warning missing-ref reference to a missing file: ../product-adoption/SKILL.md
  • warning missing-ref reference to a missing file: ../product-analytics-and-measurement/SKILL.md
  • warning missing-ref reference to a missing file: ../product-lifecycle-learning/SKILL.md
  • warning missing-ref reference to a missing file: ../product-methodology/SKILL.md
  • warning missing-ref reference to a missing file: ../product-operations-and-governance/SKILL.md
  • warning missing-ref reference to a missing file: ../financial-modeling/SKILL.md
  • warning missing-ref reference to a missing file: ../go-to-market/SKILL.md
  • warning missing-ref reference to a missing file: ../data-scientist/SKILL.md
  • warning missing-ref reference to a missing file: ../spec-driven-development/SKILL.md
  • warning missing-ref reference to a missing file: ../privacy-engineering/SKILL.md
  • warning missing-ref reference to a missing file: ../secure-software-engineering/SKILL.md
  • warning missing-ref reference to a missing file: ../verification-methodology/SKILL.md
  • warning missing-ref reference to a missing file: ../qa-methodology/SKILL.md
  • warning missing-ref reference to a missing file: ../site-reliability-engineering/SKILL.md
  • warning missing-ref reference to a missing file: ../platform-engineering/SKILL.md
  • warning missing-ref reference to a missing file: ../neckbeard/SKILL.md
  • warning missing-ref reference to a missing file: ../conditional-customer-success/SKILL.md

Process rating: all ten parameters 54/100

Will not run. References files that are not bundled: ../product-discovery/SKILL.md, ../product-strategy/SKILL.md, ../strategy-frameworks/SKILL.md
  • 0Tools and files. 26 referenced file(s) missing: ../product-discovery/SKILL.md, ../product-strategy/SKILL.md, ../strategy-frameworks/SKILL.md
  • 0Failures and branches. Linear process with no failure handling
  • 40Result and completion. Does not say what the result is
  • 50When it triggers. No condition that starts the skill
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 12 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2826 tokens
  • 100Running it twice. No mutating operations
  • 100Progress reporting. Reports progress
  • medium 6 test cases, all positive: not one "should refuse" or "should ask first"
  • low No test case covers injection arriving through data

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
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 748: enough signal without eating the budget
  • +4Structure: 6 headings
  • +3Step-by-step instructions: 12 items
  • +4Reference files are cited in the instructions (3 of 3)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.