AF 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 profiles, authenticity red-flag screening, and a tiered shortlist with preliminary triage signals. Not for STAR scoring or ranking a known shortlist — use fit-scorer. 达人挖掘/找达人/创作者名单
As a process F 53/100 · Will not run — References files that are not bundled: ../../../protocol/creator-registry/SKILL.md, ../fit-scorer/SKILL.md, ../../../references/skill-contract.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: 6. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-long-hermesdescription is 347 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period) - warning
missing-refreference to a missing file: ../../../protocol/creator-registry/SKILL.md - warning
missing-refreference to a missing file: ../fit-scorer/SKILL.md - warning
missing-refreference to a missing file: ../../../references/skill-contract.md - warning
missing-refreference to a missing file: ../../../scripts/connectors/README.md - warning
missing-refreference to a missing file: ../../../CONNECTORS.md - warning
missing-refreference to a missing file: ../audience-mapper/SKILL.md - warning
missing-refreference to a missing file: ../../activate/creator-content-auditor/SKILL.md - warning
missing-refreference to a missing file: ../../../references/state-model.md - warning
missing-refreference to a missing file: ../../../references/star-benchmark.md - warning
missing-refreference to a missing file: ../trend-spotter/SKILL.md - warning
missing-refreference to a missing file: ../../target/competitor-tracker/SKILL.md - warning
missing-refreference to a missing file: ../../activate/outreach-manager/SKILL.md - 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 53/100
- 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
- 30Running it twice. 1 mutating operations with no state check
- 40Result and completion. Does not say what the result is
- 60Failures and branches. 2 branches
- 60Consistency. The Hermes dialect needs category and tags
- 100Steps. 33 steps
- 100When it triggers. States when to use and when not to
- 100Execution cost. Instruction body is 2510 tokens
- 100Progress reporting. Reports progress
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 347: enough signal without eating the budget
- +4Structure: 10 headings
- +3Step-by-step instructions: 33 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.