SKILLEMALL.ai

CC osint-investigation

Sparse-clue OSINT investigation methodology for extracting overlooked leads, connecting fragmented evidence, and testing explanations across sources. Use for multi-step CTF challenges, image/video geolocation, event reconstruction, public-account and entity verification, artifact interpretation, infrastructure research, or stalled investigations.

The skillemall take

Promises OSINT methodology for extracting hidden connections, testing hypotheses across sources, and reconstructing events from fragments. Claims to handle CTF challenges, geolocation, account verification.

Two files in the package, but some references point nowhere. No model runs, no sandbox testing. Code quality scores 66, process score 50. No critical errors, but no proof the instructions actually work in practice.

Install if you're ready to patch gaps yourself. For real investigations—risky move.

affaan-m/ECC Agent Skills author: affaan-m MIT 2 files body ≈ 5 561 tokens Open the sourcegithub.com↗ analyzed 6 d ago

Sparse-clue OSINT investigation methodology for extracting overlooked leads, connecting fragmented evidence, and testing explanations across sources.

As a process C 50/100 · Has gaps — References files that are not bundled: ../research-ops/SKILL.md, ../deep-research/SKILL.md, ../exa-search/SKILL.md

AnalyzerInfrastructureMedia and videoResearchtype and topics are labelled automatically from the skill text
JSON
Technical rating
C
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
66
Run on models
none yet
Process rating
C
50/100
Has gaps
References files that are not bundled: ../research-ops/SKILL.md, ../deep-research/SKILL.md, ../exa-search/SKILL.md
Tools and files w 18
0
Progress reporting w 2
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

The same skill appears in 1 more place: everything-claude-code

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  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 · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 5561 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: ../research-ops/SKILL.md
  • warning missing-ref reference to a missing file: ../deep-research/SKILL.md
  • warning missing-ref reference to a missing file: ../exa-search/SKILL.md
  • warning missing-ref reference to a missing file: ../security-review/SKILL.md

Process rating: all ten parameters 50/100

Will not run. References files that are not bundled: ../research-ops/SKILL.md, ../deep-research/SKILL.md, ../exa-search/SKILL.md
  • 0Tools and files. 4 referenced file(s) missing: ../research-ops/SKILL.md, ../deep-research/SKILL.md, ../exa-search/SKILL.md
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 2 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 5561 tokens
  • 85Steps. 34 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place

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)
  • +2Single-language instructions
  • +3Description length 348: enough signal without eating the budget
  • +4Structure: 16 headings
  • +3Step-by-step instructions: 34 items
  • +3Output format is stated explicitly
  • +4Has examples (2 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 66.