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SKILL verified MIT Self-run

Sf Loop Hunter

skill-daviddme-claude-skills-sf-loop-hunter · by daviddme

Recurring scanner that watches the StrategyFactory HOT leaderboard and surfaces NEW top-N picks as they appear. Designed to be wrapped by the /loop skill (or any cron) — runs one pass per invocation, persists the previous top-N to disk, and emits a delta. Use when the user asks "keep an eye on SF for new winners / monitor the leaderboard / alert me when a new top edge shows up / find me new bange…

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Install

$ agentstack add skill-daviddme-claude-skills-sf-loop-hunter

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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no reviews yet
4mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

sf-loop-hunter

The "always-on edge hunter". One invocation = one scan. State persists at ~/.claude/skills/sf-skills/hunter-state.json so consecutive runs can diff "what's new in the top N".

Pair with the [/loop skill](../../README.md#loop-driven-skills) to run on an interval:

/loop 15m python SF-Skills/sf-loop-hunter/hunter.py --top 10

What each run does

  1. Run sf-best-pick logic against the HOT leaderboard (composite score).
  2. Load the previous top-N from disk.
  3. Diff: which slugs entered the top-N, which dropped out, which moved.
  4. Emit a short report. If nothing changed, prints no change.
  5. Save the new top-N to disk.

When to use

  • "Watch the SF leaderboard and tell me when something new ranks"
  • "Run an edge-hunter in the background during the stream"
  • "Alert me when a fresh top strategy appears"

How to run

python sf-loop-hunter/hunter.py [--top N] [--state PATH] [--json]

Defaults: top 10, state at ~/.claude/skills/sf-skills/hunter-state.json.

Output

HUNTER PASS @ 2026-05-24T14:00:00Z
  + NEW:     spicy-trend-v2  score=0.83  PF=2.4 30d=+12.1%
  + RISER:   meanrev-eth     score=0.79 (was 0.71, +0.08)
  - DROPPED: tired-edge-v1   was rank 4 — fell out of top 10

Notes

  • State is local JSON, easy to inspect. Delete it to "forget" history.
  • This is the discovery side. For "is what I'm running still good?" use

[sf-loop-pruner](../sf-loop-pruner/SKILL.md).

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.