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BD influencer-discovery

Use when the user asks to "find influencers", "build an influencer list", or "discover creators in [niche]"; produces a multi-platform candidate pool, per-influencer evidence profiles, authenticity red-flag screening, and a Fit-readiness queue without action ranking. Not for STAR scoring or ranking a known shortlist — use fit-scorer. 达人挖掘/找达人/创作者名单

aaron-he-zhu/aaron-marketing-skills Hermes author: aaron-he-zhu 4 files body ≈ 3 853 tokens Open the sourcegithub.com↗ analyzed 5 d ago

produces a multi-platform candidate pool, per-influencer evidence profiles, authenticity red-flag screening, and a Fit-readiness queue without action ranking.

As a process D 47/100 · Unfinished process — References files that are not bundled: ../../../protocol/creator-registry/SKILL.md, ../fit-scorer/SKILL.md, ../../../references/skill-contract.md

GeneratorYouTubeWriting and documentstype and topics are labelled automatically from the skill text
Runs in: Hermes Agent
JSON
Technical rating
B
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
D
47/100
Unfinished process
References files that are not bundled: ../../../protocol/creator-registry/SKILL.md, ../fit-scorer/SKILL.md, ../../../references/skill-contract.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: 4. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 350 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../../protocol/creator-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../fit-scorer/SKILL.md
  • warning missing-ref reference to a missing file: ../../../references/skill-contract.md
  • warning missing-ref reference to a missing file: ../../../scripts/connectors/README.md
  • warning missing-ref reference to a missing file: ../../../CONNECTORS.md
  • warning missing-ref reference to a missing file: ../audience-mapper/SKILL.md
  • warning missing-ref reference to a missing file: ../../activate/creator-content-auditor/SKILL.md
  • warning missing-ref reference to a missing file: ../../../references/state-model.md
  • warning missing-ref reference to a missing file: ../../../references/star-benchmark.md
  • warning missing-ref reference to a missing file: ../trend-spotter/SKILL.md
  • warning missing-ref reference to a missing file: ../../target/competitor-tracker/SKILL.md
  • warning missing-ref reference to a missing file: ../../activate/outreach-manager/SKILL.md
  • 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: ../../../protocol/creator-registry/SKILL.md, ../fit-scorer/SKILL.md, ../../../references/skill-contract.md
  • 0Tools and files. 12 referenced file(s) missing: ../../../protocol/creator-registry/SKILL.md, ../fit-scorer/SKILL.md, ../../../references/skill-contract.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 30Running it twice. 5 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 36 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 3853 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low The response is described with custom markup (4 tags): a typed call is more reliable

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 350: enough signal without eating the budget
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 36 items
  • +4Has examples (2 code blocks)
  • +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.