chinese-talent-scout

# Chinese Talent Scout Skill Unified skill entry for the AI Talent Scout system. This skill exposes collection, processing, evaluation, and querying capabilities through a single command surface, suitable for OpenClaw agent scheduling and ClawHub distribution. Run commands through `scripts/talent-scout.sh <command> ...`. ## Safety Summary - GitHub collection is executed through the local `gh` CLI. This skill does not parse or store GitHub tokens itself. - AI evaluation, channel delivery, and cron operations are delegated to the local `openclaw` CLI. Provider credentials and channel accounts are managed by OpenClaw, not embedded in this skill. - `config request` sends only a relative config reference (`workspace-data/talents.yaml`) plus the requested change. It does not send absolute local filesystem paths. - `export workspace` creates a local ZIP and prints its path. It does not upload files or send attachments by itself. See [Security Notes](references/security.md) and [Credential Model](references/credentials.md) before publishing or installing in production. ## Commands ### Pipeline - **collect** — Run data collection from GitHub signals, community repos, and stargazers. - **process** — Merge, deduplicate, identify, and score collected candidates. - **evaluate** — Run AI-assisted evaluation on processed candidates. - **pipeline** — Run the full collect → process → evaluate pipeline. ### Query - **query shortlist** — List the current shortlist of evaluated candidates. - **query candidate `<username>`** — Show details for a specific candidate. - **query stats** — Show run statistics and distributions. ### Config - **config request** — Send a channel message asking AI to update `workspace-data/talents.yaml` without disclosing absolute local paths. ### Export - **export workspace** — Package the current `workspace-data/` directory as a ZIP and return the local archive path. ### Cron - **cron status** — Show configured cron jobs. - **cron sync** — Sync cron jobs to OpenClaw. - **cron runs** — Show recent OpenClaw cron run history. - **cron run `<name>`** — Show details for a specific cron run. - **cron disable `<name>`** — Disable a cron job. - **cron enable `<name>`** — Enable a cron job. ## Data Flow ``` GitHub API → data-collector → output/raw/ → data-processor → output/processed/ → ai-evaluator → output/evaluated/ → dashboard / skills query ``` ## Configuration Mutable workspace configuration lives in `workspace-data/talents.yaml`. The file is seeded from the packaged template on first use. Do not store long-lived secrets in `workspace-data/talents.yaml`. `export workspace` packages that file into the local archive it creates. ## References - [Architecture](references/architecture.md) - [Credential Model](references/credentials.md) - [Data Sources](references/data-sources.md) - [Identity Detection](references/identity.md) - [Evaluation Model](references/evaluation.md) - [Security Notes](references/security.md)