SKILLEMALL.ai
GitHub ↗ RU Sign in

BC prospecting

When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a prospect list," "find prospects," "find leads," "lead gen list," "find SaaS companies that," "find B2B companies," "find local businesses," "ICP-fit accounts," "who should we go after," "outbound list," "target account list," "find clients near me," "businesses without websites," "prospect research," "qualified leads," "find my first customers," "early adopters," "design partners," "beta users," or "who has this problem." Use this for the list-building and qualification phase. For writing the outbound copy after the list is built, see cold-email. For deep competitive research on specific accounts, see competitor-profiling.

ClawHub Agent Skills author: Corey Haines v1.0.0 MIT-0 9 files body ≈ 4 002 tokens Open the sourceclawhub.ai↗ analyzed 6 d ago

When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses.

As a process C 58/100 · Has gaps — References files that are not bundled: ../../tools/REGISTRY.md, ../../tools/integrations/apollo.md, ../../tools/integrations/clay.md

GeneratorGitHubSales and CRMtype and topics are labelled automatically from the skill text
Runs in: OpenClaw 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) Goose OpenCode
JSON
Technical rating
B
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
81
Run on models
none yet
Process rating
C
58/100
Has gaps
References files that are not bundled: ../../tools/REGISTRY.md, ../../tools/integrations/apollo.md, ../../tools/integrations/clay.md
Tools and files w 18
0
Progress reporting w 2
0
Running it twice w 4
30
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: 8. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../../tools/REGISTRY.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/apollo.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/clay.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/clearbit.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/zoominfo.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/hunter.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/snov.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/truelist.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/outreach.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/rb2b.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/github.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/firecrawl.md
  • warning missing-ref reference to a missing file: ../../tools/integrations/browserbase.md
  • note edit-residue the text marks something as outdated (lines 9): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 58/100

Will not run. References files that are not bundled: ../../tools/REGISTRY.md, ../../tools/integrations/apollo.md, ../../tools/integrations/clay.md
  • 0Tools and files. 13 referenced file(s) missing: ../../tools/REGISTRY.md, ../../tools/integrations/apollo.md, ../../tools/integrations/clay.md
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 2 mutating operations with no state check
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Failures and branches. 6 branches
  • 70Execution cost. Instruction body is 4002 tokens
  • 85Steps. 64 steps, 3 vague phrases
  • 100Consistency. Name and required fields are in place
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 12 top-level sections: this looks like several domains in one skill
  • 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 829: 120–800 characters recommended
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 21 example trigger phrases
  • +4Structure: 21 headings
  • +3Step-by-step instructions: 64 items
  • +3Output format is stated explicitly
  • +4Has examples (4 code blocks)
  • +4Reference files are cited in the instructions (6 of 6)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.

External checks

ClawHub: clean
This prospecting skill is a disclosed, documentation-only workflow for building business lead lists, with meaningful compliance guardrails and no hidden execution or persistence behavior.
LLM: benign (high) · VirusTotal: · 16 Sept 2026