BF digital-employee-builder
Build a runnable Agent digital employee from a business codebase or business-function description. Input a business system/module (source code, API docs, or functional spec); output a complete digital-employee workspace — AGENTS.md (operating rules), SOUL.md (persona), IDENTITY.md, USER.md, TOOLS.md, HEARTBEAT.md, an MCP server wrapping business capabilities, per-workflow Skills — plus steps to onboard, run, and verify it in OpenClaw (default) or other harness frameworks (Claude Code, Cursor, custom). Triggers: digital employee, business-code-to-agent, turn a business system into an agent, SOUL.md, AGENTS.md, OpenClaw agent workspace, agent-ify a business function.
Build a runnable Agent digital employee from a business codebase or business-function description.
As a process F 39/100 · Will not run — References files that are not bundled: assets/workspace/, assets/workspace/*.tmpl, assets/mcp-server-python/server.py.tmpl
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
- 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: 7. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when") - warning
body-longSKILL.md body ≈ 5383 tokens (recommended < 5000); move details to references/ - warning
missing-refreference to a missing file: assets/workspace/ - warning
missing-refreference to a missing file: assets/workspace/*.tmpl - warning
missing-refreference to a missing file: assets/mcp-server-python/server.py.tmpl - warning
missing-refreference to a missing file: assets/mcp-server-ts/server.ts.tmpl - warning
missing-refreference to a missing file: assets/skill-template/ - warning
missing-refreference to a missing file: scripts/workflow.py.tmpl
Process rating: all ten parameters 39/100
- 0Tools and files. 6 referenced file(s) missing: assets/workspace/, assets/workspace/*.tmpl, assets/mcp-server-python/server.py.tmpl
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 23 mutating operations with no state check
- 70Execution cost. Instruction body is 5383 tokens
- 85Steps. 77 steps, 1 vague phrases
- 100Failures and branches. 2 branches, has a failure section
- 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 14 top-level sections: this looks like several domains in one skill
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
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +3Description length 673: enough signal without eating the budget
- +4Structure: 15 headings
- +3Step-by-step instructions: 77 items
- +4Has examples (3 code blocks)
- +4Reference files are cited in the instructions (5 of 5)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 54.