AF job-fit-proposal-writer
Use this skill whenever a message in the group is a job listing or job match notification — the group only posts jobs, typically formatted as 'NEW JOB MATCH' with a Score, Description, Job Details (budget, level, location, category), Client Information (rating, reviews, spend, hire rate), Required Skills, and Screening Questions. Also trigger if the user pastes a job posting manually and asks 'is this worth it', 'should I apply', 'write the proposal', or similar. Compares the job against Caleb's real profile in references/profile.md, decides if it's worth pursuing, and if so drafts a ready-to-send proposal.
Use this skill whenever a message in the group is a job listing or job match notification — the group only posts jobs, typically formatted as 'NEW JOB MATCH'…
As a process F 45/100 · Will not run — References files that are not bundled: references/profile.md, assets/proposal_template.md
How to improve
- 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 · 2
✓ No critical or high findings
Medium and low: 2
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low Risky intent
intent-offensive-securityprofile.md:97Offensive-security / dual-use content (legitimate for authorised testing; review intended use)- Offensive cybersecurity / pentesting (different from the "AI Cybersecurity
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low Risky intent
intent-offensive-securityprofile.md:98Offensive-security / dual-use content (legitimate for authorised testing; review intended use) (quoted — discussed, not commanded)Assistant" project, which is RAG over cyber documents, not real pentesting)
quoted
Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
missing-refreference to a missing file: references/profile.md - warning
missing-refreference to a missing file: assets/proposal_template.md
Process rating: all ten parameters 45/100
- 0Tools and files. 2 referenced file(s) missing: references/profile.md, assets/proposal_template.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
- 40Consistency. Frontmatter name (job-fit-proposal-writer) differs from the folder (manager-for-freelance)
- 60Result and completion. Output format stated, no completion criterion
- 70When it triggers. States when to use, but not when not to
- 100Steps. 27 steps
- 100Execution cost. Instruction body is 1147 tokens
- 100Running it twice. Mutating operations check current state
- high The skill tells the model to perform an irreversible action with no human approval
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 614: enough signal without eating the budget
- +4Structure: 7 headings
- +3Step-by-step instructions: 27 items
- +3Output format is stated explicitly
- +4Has examples (1 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 78.