SKILLEMALL.ai

BF ocas-mentor

Use when managing long-running multi-skill workflows, evaluating skill performance from journals, comparing champion vs challenger variants, or proposing skill improvements to Forge. Trigger phrases: 'manage this project', 'coordinate a multi-step analysis', 'evaluate skill performance', 'run a heartbeat', 'how are skills performing', 'update mentor'. Do not use for web research (use Sift), skill building (use Forge), or user communication (use Dispatch).

Not recommendedcritical or high security findings
ClawHub Agent Skills author: Indigo Karasu v2.3.0 MIT-0 12 files body ≈ 3 100 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 51/100 · Will not run — References files that are not bundled: references/plans/*.plan.md

ProcedureInfrastructurePersonal productivitytype and topics are labelled automatically from the skill text
JSON
Technical rating
B
79/100
safety, quality, tests
Safety 60%
82
Quality 40%
74
Run on models
none yet
Process rating
F
51/100
Will not run
References files that are not bundled: references/plans/*.plan.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

What is at stake

The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.

Exfiltration
If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

  1. Address the high-severity findings: each costs 18 safety points. If one is a false positive, add the rule id to guard.allow in spec.yaml.
  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 · 1

  • high Exfiltration intent-browser-credential-store skill-card.md:22
    Accesses a browser credential / cookie store
    Risk: The skill reads journals across OpenClaw skills and writes local state, proposals, decisions, and intake files for cooperating skills. <br>

Files scanned: 12. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 4, column 14: description: Use when managing long-running multi-skill workflows, evaluating s… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning missing-ref reference to a missing file: references/plans/*.plan.md
  • note frontmatter-key unknown frontmatter key "source"
  • note frontmatter-key unknown frontmatter key "install"

Process rating: all ten parameters 51/100

Will not run. References files that are not bundled: references/plans/*.plan.md
  • 0Tools and files. 1 referenced file(s) missing: references/plans/*.plan.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 50When it triggers. No condition that starts the skill
  • 100Steps. 65 steps
  • 100Failures and branches. 1 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3100 tokens
  • 100Running it twice. Mutating operations check current state
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 20 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
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 459: enough signal without eating the budget
  • +4Structure: 21 headings
  • +3Step-by-step instructions: 65 items
  • +4Has examples (5 code blocks)
  • +4Reference files are cited in the instructions (6 of 6)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 74.

External checks

ClawHub: suspicious
This skill is a coherent orchestration tool, but it asks for broad ongoing authority, automatic updates, and private Gmail-based contact profiling that users should review carefully.
LLM: suspicious (high) · VirusTotal: · 29 May 2026