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growth-engine

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UpdatedJuly 24, 2026 at 20:13

Growth Engine — a bounded, gated X growth system for @Agentik_os aimed at real follower growth (north star 10k) by being genuinely useful in the right conversations, never by spam automation. A daily Reply Radar finds high-leverage AI-agents/Claude threads via last30days/ScrapeCreators, drafts genuine on-voice replies, passes them through an adversarial anti-spam gate, then (only when ARMED with a valid X session) posts a LOW-CAPPED number of replies + likes via Playwright driving the operator's logged-in session, with human pacing, dedup, and a kill-switch. Use when the user says '/omg-growth-engine', '/growth-engine', 'growth X', 'gagner des followers', 'reply radar', 'engager sur X', 'arm/disarm the growth engine'. NOT a mass like/follow/DM bot (that gets the account suspended and is refused), NOT the content publisher (that is agent-ecosystem-watch): this is the engagement layer, deliberately small-volume and quality-gated.

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name

growth-engine

description

Growth Engine

Durable follower growth is content plus genuine presence in the right conversations, not automation X detects and suspends. This engine automates the HARD part (finding the best threads, drafting excellent replies) and keeps the action layer deliberately small: a few quality replies and light likes a day from @Agentik_os, gated and human-paced. The 10k followers goal is the north star of a bounded loop (R-LOOP), measured weekly, never a "spam until it works" loop.

Why not full auto like/comment/follow

Mass automated engagement is the number-one pattern X spam-detection nukes. The realistic outcome is a shadowban or suspension of the brand account, not growth. Bought/botted followers are dead weight. So this engine refuses mass follow/unfollow, auto-DM, and spray-reply. It does bounded, genuine, gated engagement only.

Pipeline

cron (daily) → [1] RADAR   find threads → last30days --search x (ScrapeCreators)
             → [2] DRAFT   genuine on-voice replies (claude, sonnet)
             → [3] GATE    adversarial anti-spam/anti-cringe (claude, opus) — default reject
             → [4] QUEUE   dedup vs seen, cap replies + likes
             → [5] EXECUTE (armed + valid session) Playwright → bounded replies + likes, human-paced
             → [6] REPORT  HTML in ~/.omega/artifacts + Telegram alert

Safety rails (non-negotiable)

armed flag (~/.omega/state/growth-engine/armed) — kill-switch. Absent = drafts only.
valid X session at ~/.omega/secrets/x-session.json (else nothing posts, alert fires).
gate keep=true, fingerprint unseen, under EG_REPLIES_CAP (6) and EG_LIKES_CAP (15).
human pacing (22-75s between actions), per-char typing delay, skip already-liked.
no em/en dash, <=280 chars, no @-spam (enforced in gate + queue, R-NODASH).

Setup (one-time)

Bun runtime with Playwright: mkdir -p ~/.omega/lib/growth-engine && cd $_ && bun add playwright, then copy the executor: cp scripts/playwright-engage.mjs ~/.omega/lib/growth-engine/.
X session cookies (drives @Agentik_os): log into x.com, DevTools → Application → Cookies → copy auth_token and ct0, then: bash scripts/x-session-setup.sh <auth_token> <ct0> → writes ~/.omega/secrets/x-session.json.
Verify: bun ~/.omega/lib/growth-engine/playwright-engage.mjs --check → check_ok.

Run

bash scripts/engage-run.sh                 # full run (drafts unless armed + session)
EG_MOCK=1 bash scripts/engage-run.sh       # fixtures, never posts (smoke test)

Env: EG_REPLIES_CAP (6), EG_LIKES_CAP (15), EG_DAYS (2), EG_ANALYZE_MODEL (claude-sonnet-5), EG_GATE_MODEL (claude-opus-5), EG_TOPICS_FILE.

Arm / disarm

touch ~/.omega/state/growth-engine/armed    # bounded auto-engagement on
rm    ~/.omega/state/growth-engine/armed     # kill-switch: drafts only

Config & state

config/engage-topics.txt — thread-finding queries.
~/.omega/state/growth-engine/seen.jsonl — engaged fingerprints (never engage twice).
~/.omega/state/growth-engine/runs/<date>/ — radar, queue, results, screenshots.
~/.omega/artifacts/growth-engine-<date>.html — daily report.

Requires

SCRAPECREATORS_API_KEY in ~/.omega/secrets/ (thread finding).
claude CLI, bun + Playwright + chromium, a valid X session (setup above).
last30days checkout at ~/.omega/repos/last30days-skill/.

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name

growth-engine

description

Growth Engine

Why not full auto like/comment/follow

Pipeline

cron (daily) → [1] RADAR   find threads → last30days --search x (ScrapeCreators)
             → [2] DRAFT   genuine on-voice replies (claude, sonnet)
             → [3] GATE    adversarial anti-spam/anti-cringe (claude, opus) — default reject
             → [4] QUEUE   dedup vs seen, cap replies + likes
             → [5] EXECUTE (armed + valid session) Playwright → bounded replies + likes, human-paced
             → [6] REPORT  HTML in ~/.omega/artifacts + Telegram alert

Safety rails (non-negotiable)

armed flag (~/.omega/state/growth-engine/armed) — kill-switch. Absent = drafts only.
valid X session at ~/.omega/secrets/x-session.json (else nothing posts, alert fires).
gate keep=true, fingerprint unseen, under EG_REPLIES_CAP (6) and EG_LIKES_CAP (15).
human pacing (22-75s between actions), per-char typing delay, skip already-liked.
no em/en dash, <=280 chars, no @-spam (enforced in gate + queue, R-NODASH).

Setup (one-time)

Bun runtime with Playwright: mkdir -p ~/.omega/lib/growth-engine && cd $_ && bun add playwright, then copy the executor: cp scripts/playwright-engage.mjs ~/.omega/lib/growth-engine/.
X session cookies (drives @Agentik_os): log into x.com, DevTools → Application → Cookies → copy auth_token and ct0, then: bash scripts/x-session-setup.sh <auth_token> <ct0> → writes ~/.omega/secrets/x-session.json.
Verify: bun ~/.omega/lib/growth-engine/playwright-engage.mjs --check → check_ok.

Run

bash scripts/engage-run.sh                 # full run (drafts unless armed + session)
EG_MOCK=1 bash scripts/engage-run.sh       # fixtures, never posts (smoke test)

Env: EG_REPLIES_CAP (6), EG_LIKES_CAP (15), EG_DAYS (2), EG_ANALYZE_MODEL (claude-sonnet-5), EG_GATE_MODEL (claude-opus-5), EG_TOPICS_FILE.

Arm / disarm

touch ~/.omega/state/growth-engine/armed    # bounded auto-engagement on
rm    ~/.omega/state/growth-engine/armed     # kill-switch: drafts only

Config & state

config/engage-topics.txt — thread-finding queries.
~/.omega/state/growth-engine/seen.jsonl — engaged fingerprints (never engage twice).
~/.omega/state/growth-engine/runs/<date>/ — radar, queue, results, screenshots.
~/.omega/artifacts/growth-engine-<date>.html — daily report.

Requires

SCRAPECREATORS_API_KEY in ~/.omega/secrets/ (thread finding).
claude CLI, bun + Playwright + chromium, a valid X session (setup above).
last30days checkout at ~/.omega/repos/last30days-skill/.