Growth Log
affaan-m/ECC
Write growth log entries that extract reusable patterns from completed work — root cause, transferable rule, and a recognizable signal — instead of diary-style event narration, with a 4-8 sentence…
Mine Claude Code session logs for skill idea candidates. An agent skill from tradermonty/claude-trading-skills.
MITAuto-check passed
Install Skill Idea Miner
$ npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tradermonty/claude-trading-skills skill-idea-miner --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skill-idea-miner .claude/skills/skill-idea-miner && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "skill-idea-miner" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-miner into .claude/skills/skill-idea-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-idea-miner", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-minerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tradermonty/claude-trading-skills skill-idea-miner --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/skill-idea-miner .agents/skills/skill-idea-miner && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-idea-miner" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-miner into .agents/skills/skill-idea-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-idea-miner", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tradermonty/claude-trading-skills skill-idea-miner --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/skill-idea-miner .cursor/skills/skill-idea-miner && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "skill-idea-miner" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-miner into .cursor/skills/skill-idea-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-idea-miner", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/tradermonty/claude-trading-skills.git --path skills/skill-idea-miner--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tradermonty/claude-trading-skills skill-idea-miner --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/skill-idea-miner .gemini/skills/skill-idea-miner && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "skill-idea-miner" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-miner into .gemini/skills/skill-idea-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-idea-miner", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install tradermonty/claude-trading-skills skill-idea-minerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/skill-idea-miner .github/skills/skill-idea-miner && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "skill-idea-miner" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-miner into .github/skills/skill-idea-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-idea-miner", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tradermonty/claude-trading-skills skill-idea-miner --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/skill-idea-miner .opencode/skills/skill-idea-miner && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "skill-idea-miner" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/skill-idea-miner into .opencode/skills/skill-idea-miner/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-idea-miner", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
skill-idea-miner- GitHub stars
- 3k
- Used in
- 1 other repo
- Token cost
- ~971 tokens
- SKILL.md length
- 275 words
- Files
- 10 (incl. scripts, references)
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- MIT
At a glance
Mine Claude Code session logs for skill idea candidates. An agent skill from tradermonty/claude-trading-skills.
- Works in 2 steps: Session Log Mining → Scoring and Deduplication
- Running the weekly skill generation pipeline to extract
- SKILL.md covers When to Use, Prerequisites, Workflow and Output Format, plus 1 more section
- Runs Python scripts from its folder; calls python3 and claude
What it does
Skill Idea Miner is an agent skill from tradermonty/claude-trading-skills. Mine Claude Code session logs for skill idea candidates. Use when running the weekly skill generation pipeline to extract, score, and backlog new skill ideas from recent coding sessions.
Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts and reference files (for example `references/idea_extraction_rubric.md`, `scripts/__init__.py` and `scripts/mine_session_logs.py`).
The repository describes itself as: Claude Code skills for equity investors and traders — market analysis, technical charting, economic calendars, screeners, and trading strategy development. The licence is MIT.
When your agent uses it
- Running the weekly skill generation pipeline to extract
- Backlog new skill ideas from recent coding sessions
Example prompts
- “/skill-idea-miner”
Requirements
- Python 3
Workflow steps
2 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit c8d58f0. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 7 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3claude
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Skill Idea Miner loads about 971 tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 275 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from tradermonty/claude-trading-skills at commit c8d58f0, republished under its MIT licence (© tradermonty). 275 words, ~971 tokens.
Download SKILL.mdSave it as
.claude/skills/skill-idea-miner/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- skill-idea-miner
- description
- Mine Claude Code session logs for skill idea candidates. Use when running the weekly skill generation pipeline to extract, score, and backlog new skill ideas from recent coding sessions.
Skill Idea Miner
Automatically extract skill idea candidates from Claude Code session logs, score them for novelty, feasibility, and trading value, and maintain a prioritized backlog for downstream skill generation.
When to Use
- Weekly automated pipeline run (Saturday 06:00 via launchd)
- Manual backlog refresh:
python3 scripts/run_skill_generation_pipeline.py --mode weekly - Dry-run to preview candidates without LLM scoring
Prerequisites
- Python 3.10+ with
pyyamlpackage - Claude CLI installed and authenticated (
claude --versionto verify) - Session logs in
~/.claude/projects/<project>/(created automatically by Claude Code) - No API keys required (uses Claude CLI for LLM calls)
Workflow
Quick Start
# Dry-run: preview mined candidates without LLM scoring
python3 scripts/mine_session_logs.py --dry-run --output-dir reports/
# Full mining with scoring (requires Claude CLI)
python3 scripts/mine_session_logs.py --output-dir reports/
# Score existing candidates
python3 scripts/score_ideas.py \
--candidates reports/raw_candidates.yaml \
--output-dir logs/Stage 1: Session Log Mining
- Enumerate session logs from allowlist projects in
~/.claude/projects/ - Filter to past 7 days by file mtime, confirm with
timestampfield - Extract user messages (
type: "user",userType: "external") - Extract tool usage patterns from assistant messages
- Run deterministic signal detection:
- Skill usage frequency (
skills/*/path references) - Error patterns (non-zero exit codes,
is_errorflags, exception keywords) - Repetitive tool sequences (3+ tools repeated 3+ times)
- Automation request keywords (English and Japanese)
- Unresolved requests (5+ minute gap after user message)
- Skill usage frequency (
- Invoke Claude CLI headless for idea abstraction
- Output
raw_candidates.yaml
Stage 2: Scoring and Deduplication
- Load existing skills from
skills/*/SKILL.mdfrontmatter - Deduplicate via Jaccard similarity (threshold > 0.5) against:
- Existing skill names and descriptions
- Existing backlog ideas
- Score non-duplicate candidates with Claude CLI:
- Novelty (0-100): differentiation from existing skills
- Feasibility (0-100): technical implementability
- Trading Value (0-100): practical value for investors/traders
- Composite = 0.3 * Novelty + 0.3 * Feasibility + 0.4 * Trading Value
- Merge scored candidates into
logs/.skill_generation_backlog.yaml
Output Format
raw_candidates.yaml
generated_at_utc: "2026-03-08T06:00:00Z"
period: {from: "2026-03-01", to: "2026-03-07"}
projects_scanned: ["claude-trading-skills"]
sessions_scanned: 12
candidates:
- id: "raw_2026w10_001"
title: "Earnings Whispers Image Parser"
source_project: "claude-trading-skills"
evidence:
user_requests: ["Extract earnings dates from screenshot"]
pain_points: ["Manual image reading"]
frequency: 3
raw_description: "Parse Earnings Whispers screenshots to extract dates."
category: "data-extraction"Backlog (logs/.skill_generation_backlog.yaml)
updated_at_utc: "2026-03-08T06:15:00Z"
ideas:
- id: "idea_2026w10_001"
title: "Earnings Whispers Image Parser"
description: "Skill that parses Earnings Whispers screenshots..."
category: "data-extraction"
scores: {novelty: 75, feasibility: 60, trading_value: 80, composite: 73}
status: "pending"Resources
references/idea_extraction_rubric.md— Signal detection criteria and scoring rubricscripts/mine_session_logs.py— Session log parserscripts/score_ideas.py— Scorer and deduplicator
© tradermonty, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files (scripts, references) in skills/skill-idea-miner of tradermonty/claude-trading-skills.
- SKILL.md
- references/idea_extraction_rubric.md
- requirements.txt
- scripts/__init__.py
- scripts/mine_session_logs.py
- scripts/score_ideas.py
- scripts/tests/conftest.py
- scripts/tests/test_cli_pipeline.py
- scripts/tests/test_mine_session_logs.py
- scripts/tests/test_score_ideas.py
Open the folder on GitHubat commit c8d58f0
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in tradermonty/claude-trading-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Skill Idea Miner next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Skill Idea Miner this skilltradermonty/claude-trading-skills | 3k | 1 repos | ~971 | Automated safety check: Pass | MIT | |
| Growth Logaffaan-m/ECC | 277k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Clickhouse Logs Queriessupabase/supabase | 111k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Error Log Mininguphiago/recon-skills | 1.3k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Idea Darwinsickn33/agentic-awesome-skills | 47k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Idea Refinementaddyosmani/agent-skills | 105k | 6 repos | ~2k | Automated safety check: Pass | MIT |
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Questions about Skill Idea Miner
What does Skill Idea Miner do?
Mine Claude Code session logs for skill idea candidates. An agent skill from tradermonty/claude-trading-skills. Skill Idea Miner is an agent skill from tradermonty/claude-trading-skills. Mine Claude Code session logs for skill idea candidates.
When should I use Skill Idea Miner?
Skill Idea Miner fits situations like: running the weekly skill generation pipeline to extract; backlog new skill ideas from recent coding sessions.
How do I install Skill Idea Miner in Claude Code?
Run `npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a claude-code`. Or copy the skill folder (skills/skill-idea-miner in tradermonty/claude-trading-skills) into .claude/skills/skill-idea-miner in your project. Claude Code loads it when a task matches its description.
How do I install Skill Idea Miner in Codex?
Run `npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a codex`. Or copy the skill folder (skills/skill-idea-miner in tradermonty/claude-trading-skills) into .agents/skills/skill-idea-miner in your project. Codex loads it when a task matches its description.
Can I use Skill Idea Miner in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tradermonty/claude-trading-skills --skill skill-idea-miner -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-idea-miner, .gemini/skills/skill-idea-miner, .github/skills/skill-idea-miner and .opencode/skills/skill-idea-miner in your project.
What does Skill Idea Miner need to run?
Going by SKILL.md and its folder, Skill Idea Miner needs Python for the scripts in its folder and the command-line tools its instructions call (python3 and claude). Our summary lists: Python 3.
Does Skill Idea Miner access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Skill Idea Miner safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Skill Idea Miner use?
Skill Idea Miner is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Skill Idea Miner use?
About 971 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.6k tokens, read only when the agent opens those files.
What are the alternatives to Skill Idea Miner?
Skills that share tags, products or a category with Skill Idea Miner: Growth Log (affaan-m/ECC, 277k stars), Clickhouse Logs Queries (supabase/supabase, 111k stars), Error Log Mining (uphiago/recon-skills, 1.3k stars) and Idea Darwin (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Skill Idea Miner?
tradermonty (a GitHub user) maintains it in tradermonty/claude-trading-skills, which has 2,982 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on October 11, 2026.
Source: tradermonty/claude-trading-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.