xiaohongshu
xiaohongshu
A filesystem-based stigmergy communication protocol. Use this to leave invisible "pheromones" (signals) on files to communicate context, risks, or status to other agents or your future self without modifying file content.
Full skill instructions
PheroPath allows you to attach context (DANGER, TODO, SAFE, INSIGHT) to files using Extended Attributes (or a sidecar fallback).
Script: scripts/secrete.py
When to use:
Bash Examples (Few-Shot):
# Example 1: Mark a file as dangerous due to a race condition
python3 scripts/secrete.py "src/concurrency.py" "DANGER" "Rate limit race condition under high load" --intensity 1.0
# Example 2: Leave a TODO note for refactoring
python3 scripts/secrete.py "src/legacy_api.py" "TODO" "Needs migration to v2 API schema"
# Example 3: Mark a test file as verified
python3 scripts/secrete.py "tests/test_auth.py" "SAFE" "Passed all penetration tests"
# Example 4: Add architectural insight
python3 scripts/secrete.py "src/core/engine.py" "INSIGHT" "Core loop logic derived from paper X" --ttl 168
Script: scripts/sniff.py
When to use:
DANGER.Bash Examples (Few-Shot):
# Example 1: Sniff a specific file
python3 scripts/sniff.py "src/main.py"
# Example 2: Sniff an entire directory (recursive) to gather context
python3 scripts/sniff.py "src/" --min-intensity 0.1
# Example 3: Parse output (it is JSON)
python3 scripts/sniff.py "src/" | jq '.[].message'
Script: scripts/cleanse.py
When to use:
DANGER).TODO).Bash Examples (Few-Shot):
# Example 1: Remove signal from a specific file (e.g. after fixing it)
python3 scripts/cleanse.py "src/concurrency.py"
# Example 2: Prune weak signals (intensity < 0.2) from a directory
python3 scripts/cleanse.py "src/" --prune 0.2
# Example 3: Clear ALL signals from a directory (Reset)
python3 scripts/cleanse.py "src/" --all
xiaohongshu
technical spec
product ux expert
database patterns
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