BF social-measurement-loop
Use when the user asks to "run the weekly social readout", "which denominator does our engagement rate use", or "which posts won this week and what changes next cycle"; produces the organic-social metric dictionary (every rate names its denominator — ERR engagement-by-reach vs ERI by-impressions vs ER-by-follower — locked across periods), median-not-mean per-post rollups with organic and boosted separated, EMV as labeled exec-translation only (never inside any score), an attributed CHAOSS/Orbit-style community-health readout with employees excluded, and the best/worst-performer write-back the next calendar cycle consumes. Not for dollar-ROI math or the ECHO profile result gate verdict — use roi-calculator and social-quality-auditor. 社媒周报/互动率分母/指标字典/复盘回写
produces the organic-social metric dictionary (every rate names its denominator — ERR engagement-by-reach vs ERI by-impressions vs ER-by-follower — locked…
As a process F 50/100 · Will not run — References files that are not bundled: ../../../ad/scale/paid-measurement-loop/SKILL.md, ../../../references/echo-benchmark.md, ../../host/social-quality-auditor/SKILL.md
How to improve
- For Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
- The text references files that are not there: add them or drop the references.
- 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: 0. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-long-hermesdescription is 763 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period) - warning
missing-refreference to a missing file: ../../../ad/scale/paid-measurement-loop/SKILL.md - warning
missing-refreference to a missing file: ../../../references/echo-benchmark.md - warning
missing-refreference to a missing file: ../../host/social-quality-auditor/SKILL.md - warning
missing-refreference to a missing file: ../../../influencer/report/roi-calculator/SKILL.md - warning
missing-refreference to a missing file: ../dark-social-attributor/SKILL.md - warning
missing-refreference to a missing file: ../share-of-voice-tracker/SKILL.md - warning
missing-refreference to a missing file: ../../../influencer/report/performance-analyzer/SKILL.md - warning
missing-refreference to a missing file: ../../../protocol/channel-registry/SKILL.md - warning
missing-refreference to a missing file: ../../craft/social-calendar-builder/SKILL.md - warning
missing-refreference to a missing file: ../../../influencer/report/report-generator/SKILL.md - warning
missing-refreference to a missing file: ../../../references/skill-contract.md - warning
missing-refreference to a missing file: ../../../CONNECTORS.md - warning
missing-refreference to a missing file: ../../../SECURITY.md - warning
missing-refreference to a missing file: ../../../references/measurement-protocol.md - warning
missing-refreference to a missing file: scripts/connectors/ - note
frontmatter-keyunknown frontmatter key "slug" - note
frontmatter-keyunknown frontmatter key "displayName" - note
frontmatter-keyunknown frontmatter key "summary" - note
frontmatter-keyunknown frontmatter key "homepage"
Process rating: all ten parameters 50/100
- 0Tools and files. 15 referenced file(s) missing: ../../../ad/scale/paid-measurement-loop/SKILL.md, ../../../references/echo-benchmark.md, ../../host/social-quality-auditor/SKILL.md
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 30Running it twice. 3 mutating operations with no state check
- 40Result and completion. Does not say what the result is
- 55Failures and branches. 1 branches
- 60Consistency. The Hermes dialect needs category and tags
- 100Steps. 23 steps
- 100When it triggers. States when to use and when not to
- 100Execution cost. Instruction body is 2673 tokens
- 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 763: enough signal without eating the budget
- +4Structure: 9 headings
- +3Step-by-step instructions: 23 items
- +4Has examples (3 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 73.