SKILLEMALL.ai

AF manager-development-spectrum

Activate when: a promoted manager is failing without clear cause; someone says 'leadership training isn't working'; a leader asks 'why can't I get to the next level'; an org wonders why its best performers plateau after promotion; a coach needs to match development intervention to a specific individual. Do NOT activate when: the issue is a skill gap (new manager needs how-to training, not stage diagnosis); the timeline is weeks (stage development takes months to years). More: deciqai.com/c/manager-development-spectrum

ClawHub Agent Skills author: deciqAI v1.0.4 MIT-0 4 files body ≈ 2 562 tokens Open the sourceclawhub.ai analyzed 21 h ago

Activate when: a promoted manager is failing without clear cause; someone says 'leadership training isn't working'; a leader asks 'why can't I get to the next…

As a process F 41/100 · Will not run — References files that are not bundled: examples/abraham-lincoln-1834-1865.md, references/sources.md

ProcedureData and analyticsAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
78
Run on models
none yet
Process rating
F
41/100
Will not run
References files that are not bundled: examples/abraham-lincoln-1834-1865.md, references/sources.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. 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: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: examples/abraham-lincoln-1834-1865.md
  • warning missing-ref reference to a missing file: references/sources.md

Process rating: all ten parameters 41/100

Will not run. References files that are not bundled: examples/abraham-lincoln-1834-1865.md, references/sources.md
  • 0Tools and files. 2 referenced file(s) missing: examples/abraham-lincoln-1834-1865.md, references/sources.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 37 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2562 tokens

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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 523: enough signal without eating the budget
  • +4Structure: 11 headings
  • +3Step-by-step instructions: 37 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.

External checks

ClawHub: clean
This is a markdown-only coaching framework for manager development; its sensitive profiling aspects are disclosed and partly bounded, but users should treat outputs as coaching hypotheses, not employment judgments.
LLM: benign (high) · VirusTotal: · 16 Jul 2026