FreePublished on GitHub

community-alpha

Run one full mining pass over an imported community-chat corpus: deterministic detector, LLM judge, harvest, review screen. Works on any imported corpus through a per-source config and is safe to re-run, being idempotent by message id. Triggers: "/community-alpha <source> [month]", "mine alpha from <community>".

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tonydzi/second-brain-starter-kit

Works withTelegram

See how to install

Files included (1)

SKILL.md3.8 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

/community-alpha <source> [month] — one community-alpha run

Example: /community-alpha sostav 2026-06. No month given → the previous full month.

Steps

Is there a detector? $IMPORTS_ROOT/<source>\<source>_alpha.py (today: lobster, sostav).
- No → this is a NEW corpus: offer the operator a one-off adapter built to the existing pattern (schema from their SQLite + language keys + intro/banter penalty + topic weights; template = sostav_alpha.py). Do not build it without an explicit "+".

Run the detector (0 tokens):

cd /e/Obsidian/_imports/<source> && PYTHONIOENCODING=utf-8 python <source>_alpha.py \
  --since <YYYY-MM-01> --until <the 1st of the next month> --top 35 --tag <YYYY-MM>

→ $IMPORTS_ROOT/alpha/candidates/<source>-<tag>-report.md. Show the scanned→shortlisted counter.

Judge (me, with the session model): I read ONLY the report (~35 candidates, never the corpus — token economy) and give a verdict ✅ ALPHA / 🟡 WATCH / 🗑 NOISE with a reason for each → write $IMPORTS_ROOT/alpha/candidates/<source>-judged-latest.md (format: ## ✅ ALPHA / ## 🟡 WATCH / ## 🗑 NOISE (DROP), inside it ### #N — title + Verdict + Reason — the harvest parser already understands this).
Is the miner registered? MINERS in $IMPORTS_ROOT/alpha/alpha_harvest.py. No → add the row ("<source>", "<source>-judged-latest.md", "<home-note>"). ⚠️ A parallel fleet edits this file too — re-read it immediately before editing (verify-existing), and keep the edit strictly additive. Optional: a label in the server's MINER_LABEL/ORDER (it does not crash without one — there is a fallback).
Harvest + screen: python $IMPORTS_ROOT/alpha/alpha_harvest.py (counters!) → /alpha-review. The new batch is visible by the 🆕 badge.

Boundaries

🔒 Private communities (sostav and the like) are HIGH sensitivity: the layer stays strictly local, nothing goes outside; people surfaced by a find are approached value-first / warm intro only (zero cold DMs). Risk signals are DATA, not "opportunities".
Judge honestly: reference cards, intro blurbs and restatements are 🗑 — never stretch a ✅ to pad the counter.
This skill writes nothing into the vault; moving gold into home notes is a separate step behind the Tier-2 gate (the "→ to home" queue on the screen).

Like this skill? It is part of second-brain-starter-kit: the second brain we built for ourselves and run every day at Palo Alto AI Research Lab. Install the whole set with npx skills add tonydzi/second-brain-starter-kit. Everything is open source and free, so take what you need.

Flagships worth a look on their own: secondop-panel (a second opinion from a panel of external models), claude-memory-tidy (stop your agent's memory from rotting), telegram-mcp-kit (your own Telegram over MCP in about 15 minutes).

Author: Anton Dziatkovskii, Palo Alto AI Research Lab. Telegram @tonydzi - WhatsApp +1 341 222 9178 - X @Tony_Stef_

Engineers: want to test-drive this setup? Message me. I hand out free starter seeds to engineers who test and report back, and custom skill requests are welcome.

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Install

Install with a command

npx skills add https://github.com/tonydzi/second-brain-starter-kit --skill community-alpha

Paste it into your terminal and run it (requires Node.js). You can choose which agents to install it for, such as Claude Code or Codex.

Ask your agent

Please install the following Agent Skill.
https://github.com/tonydzi/second-brain-starter-kit/tree/master/skills/community-alpha

First review SKILL.md and the bundled files and confirm there is nothing suspicious (such as sending data externally or reading credentials). Then place it in ~/.claude/skills/community-alpha/ for Claude Code, or ~/.agents/skills/community-alpha/ for Codex.

Send this text to Claude Code or Codex as is. It checks the contents before installing.

View source on GitHub

Repository: tonydzi/second-brain-starter-kit
Stars: 9
Forks: 4
Category: Data & AI
License: MIT
Original language: English
Last updated: Oct 20, 2026

A skill is a set of instructions and scripts for an agent. cccskills does not guarantee that skills are safe. Review the contents before you install.