SKILLS.md

# SKILLS.md

## reuse_first

- Purpose: force search and reuse before coding.
- Use when: starting any implementation task.
- Input: task goal, codebase path, expected output.
- Output: search commands, reusable components, reuse decision.

## task_report

- Purpose: create a durable audit trail for each task.
- Use when: finishing or blocking a task.
- Input: task ID, changed files, commands, tests, risks.
- Output: `reports/task_reports/TASK_ID.md`.

## code_review

- Purpose: review code for correctness, scope and quality.
- Use when: before merge or when asked for review.
- Input: diff, task report, tests.
- Output: findings, risks, approval/blocking decision.

## context_compression

- Purpose: keep memory short and useful.
- Use when: after task completion or long sessions.
- Input: conversation, decisions, changed files, risks.
- Output: updated `PROJECT_STATE.md`.

## anti_leakage

- Purpose: prevent temporal/data leakage.
- Use when: project uses prediction, simulations or historical data.
- Input: schemas, feature definitions, split logic, backtest logic.
- Output: pass/fail leakage audit and required fixes.

## security_check

- Purpose: prevent secret and infrastructure mistakes.
- Use when: any code touches config, deployment, logs, APIs or auth.
- Input: diff, env files, logs, deployment config.
- Output: pass/fail security audit.

## docker_deploy

- Purpose: define minimal Docker deployment.
- Use when: adding containers, compose or server deployment.
- Input: services, ports, volumes, healthchecks.
- Output: minimal Dockerfile/compose plan and checks.

## telegram_control

- Purpose: safely control agents through Telegram.
- Use when: adding bot control or remote commands.
- Input: allowed commands, user IDs, risk level.
- Output: safe command policy and implementation checklist.