edge-concept-synthesizer

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesNot pinnedSome versions float
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

examples/daily-market-dashboard/.claude/skills

PyYAML

Audit 0.4.1 · source sha c91a4ba0d6ec · 30 Oct 2026Report an issue or request a re-scan

• Publishertradermonty GitHub userOwner of the repository this skill is read from
• Source foldertradermonty/claude-trading-skills/skills/edge-concept-synthesizerThe exact folder we audited
• LicenceMITAs the repository states it
• Commit pinned for this verdictc91a4ba0d6ecA new audit runs when the source changes
• Repository statusNot archivedLast push 3 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Abstract detector tickets and hints into reusable edge concepts with thesis, invalidation signals, and strategy playbooks before strategy design/export.

---
name: edge-concept-synthesizer
description: Abstract detector tickets and hints into reusable edge concepts with thesis, invalidation signals, and strategy playbooks before strategy design/export.
---

# Edge Concept Synthesizer

## Overview

Create an abstraction layer between detection and strategy implementation.
This skill clusters ticket evidence, summarizes recurring conditions, and outputs `edge_concepts.yaml` with explicit thesis and invalidation logic.

## When to Use

- You have many raw tickets and need mechanism-level structure.
- You want to avoid direct ticket-to-strategy overfitting.
- You need concept-level review before strategy drafting.

## Prerequisites

- Python 3.9+
- `PyYAML`
- Ticket YAML directory from detector output (`tickets/exportable`, `tickets/research_only`)
- Optional `hints.yaml`

## Output

- `edge_concepts.yaml` containing:
  - concept clusters
  - support statistics
  - abstract thesis
  - invalidation signals
  - export readiness flag

## Workflow

1. Collect ticket YAML files from auto-detection output.
2. Optionally provide `hints.yaml` for context matching.
3. Run `scripts/synthesize_edge_concepts.py`.
4. Deduplicate concepts: merge same-hypothesis concepts with overlapping conditions (containment > threshold).
5. Review concepts and promote only high-support concepts into strategy drafting.

## Quick Commands

```bash
python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --hints /tmp/edge-hints/hints.yaml \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --min-ticket-support 2

# With hint promotion and synthetic cap
python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --hints /tmp/edge-hints/hints.yaml \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --promote-hints \
  --max-synthetic-ratio 1.5

# With custom dedup threshold (or disable dedup)
python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --overlap-threshold 0.6

python3 skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py \
  --tickets-dir /tmp/edge-auto/tickets \
  --output /tmp/edge-concepts/edge_concepts.yaml \
  --no-dedup
```

## Resources

- `skills/edge-concept-synthesizer/scripts/synthesize_edge_concepts.py`
- `references/concept_schema.md`

Excerpt, first 2,471 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/tradermonty/claude-trading-skills
git -C claude-trading-skills checkout c91a4ba0d6ec

Works in

1. 2026-10-30
   ✓SAFE B 89 / 100

   first audit · source c91a4ba0d6ec

Questions about edge-concept-synthesizer

• github.com/tradermonty/claude-trading-skills/tree/main/skills/ed — the audited source at commit c91a4ba0d6ec and every finding aboveObserved · 30 Oct 2026

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