| name | cali-social-engage |
| description | Creates draft replies/comments for X or LinkedIn posts identified by the social-listening skill, and optionally publishes on X (never automatically on LinkedIn). Use ONLY when the user explicitly asks to "reply", "comment", "draft a reply", or "post" something — never trigger this automatically after running social-listening without the user asking. |
Social Engage
Separate, opt-in skill for interaction. By default it only drafts —
actual publishing requires explicit confirmation every time, and on
LinkedIn it doesn't even offer automated publishing (see below).
This is intentional: reading/analysis (social-listening) and action
(social-engage) are two skills with different purposes, so running one
never triggers the other without the user deciding.
Configuration
config.yaml (same file as social-listening, engage section):
engage:
auto_post_x: false
tone: "direct, no marketing jargon, shares real experience"
The auto_post_x flag for automated posting exists, but the default is
false and should stay false unless the user asks to change it. Even with
true, always confirm the final text with the user before publishing in
that specific session -- the flag turns on the capability, it doesn't
replace per-post confirmation.
Flow — X
- The user points to a post from
data/ranked.json (or pastes a link).
- Draft the reply with
scripts/draft_reply.py or directly — short, in
the configured tone, citing real experience from the user when it makes
sense (never invent experience they don't have).
- Show the draft and ask if it's okay to post.
- Only call
scripts/post_x_reply.py after explicit confirmation in this
conversation — regardless of the auto_post_x value.
Flow — LinkedIn
No automated publishing here, full stop. The account risk on LinkedIn
(see social-listening/references/linkedin-safety-limits.md) isn't worth
it for a low-frequency action like commenting. The flow is:
- Draft the comment text (same process as X).
- Open the post link for the user.
- They paste it manually. Slower, but keeps the account safe.
Commands
python scripts/draft_reply.py --post-id <id> --ranked data/ranked.json
python scripts/post_x_reply.py --post-id <id> --text "..."
