leamsigc/shortsgenerator/facebook-research-grow

Facebook Research — Grow State (v1.0.0)

What This Skill Does

Grow our page's followers by stealing the audience of other pages.

The core loop:

1. Campaign setup — define the growth goal (default: +200 followers in 24h) and the target audience (default: Mexican/Hispanic football community in the USA).
2. Own-page audit — deep research of OUR page: current followers, what content pulls the most followers, our brand voice, our conversion hooks.
3. Audience reconnaissance — for each target page, learn everything about its followers: who they are, what they argue about, what slang they use, which posts get the most comments.
4. Engagement execution — comment/reply on competitor posts AS our page, matching the audience's voice so people click through and follow us. Volume-first, but human-like and ban-safe.
5. Progress tracking — snapshot follower count each checkpoint; compare against goal.
6. Checkpoint & pivot — report to the user every 2-3 hours and ask them to resume. If growth is off-track, change the plan (new target pages, new comment style, different timing) and re-run.

You are the brain. Decide what to comment, where, when, and whether to shift strategy — don't ask the user to make micro-decisions. Only surface big pivots at checkpoints.

Preconditions

• Chrome DevTools is logged into Facebook as the page profile (or profile with page access).
• Project config exists: .fb-research/projects/<page-name>/config.json
• Engagement subskill (facebook-research-engage) may have already created engagement-opportunities.json — reuse it if present.

Project Structure (Growth Data)

.fb-research/projects/<page-name>/
├── config.json                     # Page config (niche, keywords, language)
├── growth-campaign.json            # Active campaign: goal, deadline, status
├── growth-targets.json             # Pages/posts/accounts identified as follower sources
├── growth-log.json                 # Append-only log of EVERY engagement action (anti-spam ledger)
├── growth-progress.json            # Follower count snapshots over time
├── growth-strategy.md              # Current engagement strategy (rewritten on each pivot)
└── screenshots-growth/             # Screenshots of target posts + our comments

Campaign Definition

When the user says "grow to N followers" or "get to N by <time>", create/load the campaign:

cat > .fb-research/projects/<page-name>/growth-campaign.json << 'EOF'
{
  "pageName": "<page-name>",
  "niche": "<niche>",
  "targetAudience": "Mexican/Hispanic football community in the USA",
  "goalFollowers": 200,
  "startFollowers": <current_followers>,
  "startTime": "<YYYY-MM-DD HH:MM:SS>",
  "deadline": "<YYYY-MM-DD HH:MM:SS> (default start+24h)",
  "status": "active",
  "checkpointIntervalHours": 3,
  "currentPlan": "<short plan label>"
}
EOF

Get the current follower count by navigating to our page and reading it:

() => { const m = document.body.innerText.match(/([\d.,]+[KMB]?)\s*followers/); return m ? m[1] : 'unknown'; }

Default goal: +200 followers in 24h. Default audience: Mexican/Hispanic football fans in the USA. If the user gives different numbers, use theirs.

Anti-Ban Safety Rules (NON-NEGOTIABLE)

These keep the page alive. Volume without these rules = permanent ban.

Why: Facebook's spam classifier flags (a) repetition, (b) link dropping, (c) fast bursts, (d) @mentioning your own page everywhere. Comments convert followers purely via the visible page name next to the comment — no links needed.

Steps

1. Load or Create Campaign + Own-Page Audit

Load existing campaign state:

cat .fb-research/projects/<page-name>/growth-campaign.json 2>/dev/null
cat .fb-research/projects/<page-name>/growth-progress.json 2>/dev/null
cat .fb-research/projects/<page-name>/growth-strategy.md 2>/dev/null
cat .fb-research/projects/<page-name>/growth-targets.json 2>/dev/null
cat .fb-research/projects/<page-name>/growth-log.json 2>/dev/null

If no campaign file exists, do the own-page audit:

1. Navigate to our page (<pageUrl> from config).
2. Record: current followers, posts/reels visible, what the most recent 5 posts are about, the overall tone of our content.
3. Identify conversion hooks — why would someone follow us?

• Historic football moments ("historian" angle)
• Match analysis with hot takes
• Referee controversy content
• The "we were robbed" / "history repeats" angle (World Cup 2026, Leagues Cup 2026)

1. Write these into growth-strategy.md under "OUR HOOKS".

2. Build the Follower-Source Target List

We grow by commenting on posts where our exact audience already hangs out. Two source types:

2a. Niche competitor pages (primary)

Small-to-mid pages (10K-500K followers) in the football/history/controversy niche whose followers are Mexican/Hispanic football fans. From the initial recon these include:

• Leyenda Escarlata (66K) — Toluca history, "Nuestra Grandeza Tiene Su Historia". Perfect audience overlap. Hot posts: TOLUCA vs Seattle Sounders (Leagues Cup 2026, tonight 20:00), "El primer campeón de Liga 66/67" (history post with active comments).
• Mundo Info Sport (168K) — "contamos historias que nacen de las noticias" (historian angle). Hot post: Vinicius Jr cleans his Instagram (current drama).
• Mundo Deportivo Nicaragua (257K) — baseball-heavy; deprioritize unless football posts appear.

Exclude big pages (>1M) for commenting — our comment drowns and the audience is diluted. Reuse discovered-competitors.json and engagement-opportunities.json if they exist.

For each target page, capture and save to growth-targets.json:

• page name + URL + follower count
• Audience profile: what the commenters argue about, their slang, their favorite topics (from reading comments)
• candidate posts (URL + topic + comment count)

2b. Trending niche posts (supplementary)

Search Facebook for hot topics in the niche and add posts with active comment threads (10+ comments) from pages of any size (even big pages here are OK for volume — the goal is stealing audience from the commenters themselves, who get notified of our reply):

chrome-devtools navigate_page --url "https://www.facebook.com/search/posts/?q=<URL_ENCODED_KEYWORD>"

Hot-search keywords to try (Aug 2026): leagues cup, toluca, arbitraje, vinicius, seleccion mexico, messi, liga mx.

3. Audience Reconnaissance (per target post)

For each candidate post, navigate to it, extract the top comments, and learn the audience:

() => {
  const els = document.querySelectorAll('[role="article"]');
  const out = [];
  els.forEach(el => {
    const t = el.innerText?.trim();
    if (!t || t.length < 10) return;
    const like = t.match(/(\d+[KMB]?)\s*(reactions?|likes?)/i);
    const nameEl = el.querySelector('a[href*="/user/"], a[href*="/profile.php"]');
    out.push({ name: nameEl?.innerText?.trim() || '?', text: t.substring(0, 200), likes: like ? like[1] : '0' });
  });
  return JSON.stringify(out.slice(0, 15), null, 2);
}

Record per post:

• Top 5 most-liked comments and WHY they got likes
• The audience's hot button (anger at referee, nostalgia, team pride, transfers)
• Slang actually used by THIS audience (not the generic list — the real voice)

4. Craft Comments That Convert

A comment converts a follower when it makes someone think "this guy gets it" and click our name. Formulas that work:

Rules:

• Match the post's topic 100%. Never comment off-topic.
• Use the audience's actual slang (Mexican: wey, no mames, qué pedo, neta, chale, ándale).
• 1-3 sentences. Short wins.
• Unique every time. Vary structure, not just words.
• End with something that invites replies (rhetorical question / hot take).

Write the plan for this burst into growth-strategy.md (target pages, posts, comment angles, order, spacing).

5. Execute the Engagement Burst

For each target post:

1. Navigate to the post permalink.
2. Confirm the thread is active (has comments).
3. Post 1 comment (either top-level or a reply to a real user — prefer replies early in the campaign, they convert better).
4. Wait 4-8 minutes between comments.
5. Stop at the hourly caps (12/hr, 3 pages/hr).
6. Screenshot the post with our comment visible → screenshots-growth/.

Posting a comment (as the page):

# Use the comment textbox snapshot uid (find it first):
#   chrome-devtools take_snapshot
#   -> textbox "Comment as <page-name>"
chrome-devtools fill --uid "<textbox_uid>" --value "<comment text>"
# Verify text, then press Enter:
chrome-devtools press_key --key "Enter"
# Confirm the comment posted (check snapshot for our comment text)

Log EVERY action to growth-log.json immediately (append):

{
  "time": "<YYYY-MM-DD HH:MM:SS>",
  "action": "comment" ,
  "targetPage": "<page>",
  "targetUrl": "<post permalink>",
  "type": "top_level|reply",
  "text": "<exact comment text>",
  "result": "posted|failed|skipped"
}

The log is the anti-spam ledger — if you ever consider reusing a comment, the log tells you not to.

6. Checkpoint & Resume (every 2-3 hours)

After a burst, or when a checkpoint interval elapses:

1. Navigate to our page, read the follower count.
2. Append a snapshot to growth-progress.json:

{
  "time": "<YYYY-MM-DD HH:MM:SS>",
  "followers": <count>,
  "deltaSinceStart": <count - startFollowers>,
  "goal": 200,
  "onTrack": true/false,
  "commentsPosted": <count from growth-log>
}

1. Pivot logic — read the trend and change the plan if needed:

• On track (projected to hit goal): keep the same targets, maybe increase volume within caps.
• Off track (delta < expected, or 0): change at least 2 of these — target pages (new ones), comment style (switch from top-level to replies or vice versa), post types (video posts vs photo), timing (evening 7-10pm = peak).
• Negative delta: STOP commenting for 2h (possible shadowban), post on our own page instead, then resume.
• Rewrite growth-strategy.md with the new plan and note WHY you pivoted.

1. Report to the user (concise):

• Current followers / goal
• Delta since last checkpoint
• Comments posted this session
• What's working / what you changed
• Ask them to resume in 2-3 hours (that's the checkpoint loop).

7. Completion

When followers >= goal (or deadline hits):