SKILLEMALL.ai
GitHub ↗ RU Sign in

BF launch-retro-analyzer

Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 3 files body ≈ 2 758 tokens Open the sourceclawhub.ai↗ analyzed 9 h ago

produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported…

As a process F 47/100 · Will not run — References files that are not bundled: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/report/roi-calculator/SKILL.md

AnalyzerData and analyticstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
73
Run on models
none yet
Process rating
F
47/100
Will not run
References files that are not bundled: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/report/roi-calculator/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. For Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
  2. 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: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 800 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../../references/ramp-benchmark.md
  • warning missing-ref reference to a missing file: ../../mobilize/launch-readiness-auditor/SKILL.md
  • warning missing-ref reference to a missing file: ../../../influencer/report/roi-calculator/SKILL.md
  • warning missing-ref reference to a missing file: ../../../influencer/report/report-generator/SKILL.md
  • warning missing-ref reference to a missing file: ../../../influencer/report/performance-analyzer/SKILL.md
  • warning missing-ref reference to a missing file: ../launch-monitor/SKILL.md
  • warning missing-ref reference to a missing file: ../launch-feedback-synthesizer/SKILL.md
  • warning missing-ref reference to a missing file: ../../../protocol/launch-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../momentum-planner/SKILL.md
  • warning missing-ref reference to a missing file: ../../../references/skill-contract.md
  • warning missing-ref reference to a missing file: ../../../CONNECTORS.md
  • warning missing-ref reference to a missing file: ../../../SECURITY.md
  • warning missing-ref reference to a missing file: ../../research/launch-tier-planner/SKILL.md
  • warning missing-ref reference to a missing file: ../../../protocol/memory-management/SKILL.md
  • warning missing-ref reference to a missing file: scripts/connectors/hn.py
  • warning missing-ref reference to a missing file: scripts/connectors/producthunt.py
  • warning missing-ref reference to a missing file: scripts/connectors/appstore.py
  • warning missing-ref reference to a missing file: scripts/connectors/gdelt.py
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"
  • note frontmatter-key unknown frontmatter key "summary"
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 47/100

Will not run. References files that are not bundled: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/report/roi-calculator/SKILL.md
  • 0Tools and files. 18 referenced file(s) missing: ../../../references/ramp-benchmark.md, ../../mobilize/launch-readiness-auditor/SKILL.md, ../../../influencer/report/roi-calculator/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 40Result and completion. Does not say what the result is
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 25 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 2758 tokens
  • 100Running it twice. No mutating operations
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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

  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +4Description says when NOT to use the skill
  • +3Description length 800: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Step-by-step instructions: 25 items
  • +4Has examples (3 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.

External checks

ClawHub: clean
This skill is a disclosed marketing launch-retrospective helper with limited, purpose-aligned memory and registry proposal writes.
LLM: benign (high) · VirusTotal: · 24 Jul 2026