# Adapt Copy

> Adapt post copy for every target platform — character limits, hashtag counts and placement, tone, compliance, and the right CTA mechanism per platform (comment-keyword or link-in-bio on Instagram/TikTok, direct link elsewhere; the CTA is never dropped). Triggers on "/adapt-copy", "adapt this copy", "platform versions", "rewrite for LinkedIn", "caption for each platform", "cross-post this", or any time one piece of copy needs platform-native variants. Reads the brand profile for voice, hashtags, and cta_keyword.

- Skill: `indranilbanerjee/adapt-copy` (Agent Skill)
- Install (CLI): `npx skillmds@latest add indranilbanerjee/adapt-copy`
- Raw SKILL.md: https://api.skillmd.com/api/skills/indranilbanerjee/adapt-copy/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: indranilbanerjee (https://skillmd.com/u/indranilbanerjee)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/indranilbanerjee/adapt-copy

---


# /socialforge:adapt-copy — Copy Adapter

Transform a single caption brief into platform-optimized copy for each target platform.

## Context efficiency

Asset-heavy skill. **Grep before Read** the asset catalog (`${CLAUDE_PLUGIN_DATA}/socialforge/brands/<brand>/asset-index.json`) — never list the asset directory. Reference generated images / videos by path, not by loading metadata. Brand profile loads once per session.

## Process (Per Post x Per Platform)

1. Load post brief (topic, caption_brief, CTA, hashtags, campaign)
2. Load brand-config.json (tone, hashtags, language settings)
3. Load compliance-rules.json (banned phrases, disclaimers)
4. For X/Twitter posts with live-source context, read the optional [X/Twitter research intake](../../references/x-twitter-research-intake.md) note and use only reviewed evidence
5. Generate platform-specific copy:

| Platform | Tone | Limit | Hashtags | Link |
|----------|------|-------|----------|------|
| LinkedIn | Professional | 3,000 chars (140 before fold) | 3-5 | Direct URL |
| Instagram | Conversational | 2,200 chars | 20-30 (first comment) | Link in bio |
| X/Twitter | Punchy, concise | 280 chars | 1-2 | Direct URL |
| Facebook | Casual | 500 chars optimal | 1-3 | Direct URL |
| YouTube | Description format | 5,000 chars | 3-5 | Direct URLs |
| TikTok | Casual, trend-aware | 2,200 chars | 3-5 (trending + branded) | Link in bio |
| Threads | Conversational | 500 chars | 1-3 | Direct URL |
| Bluesky | Concise, community-first | 300 chars | 1-2 (via tag facets) | Direct URL |

6. Apply brand hashtags (always_include + campaign-specific)
7. Run compliance check - flag banned phrases, add disclaimers
8. Handle bilingual posts if configured
9. Save to `production/copy/post-{id}-{platform}-copy.txt`

**No significance markers.** Never write a line whose only job is to announce that the next line matters: "here's the thing", "the thing is,", "here's the kicker", "here's where it gets interesting", "that's the part that got me", "let that sink in", "read that again". They read as machine-written, and on a 280-character platform they spend budget the point needs. Lead with the specific instead — "Approvals went from 14 days to 31" beats "Here's the thing about approval timelines". Same for stacked soft adverbs (honestly / genuinely / truly / literally / actually / basically): at most one per caption, never two in a sentence.

This is a writing rule enforced by the copy-adapter agent, not a scan. SocialForge ships no AI-tell scanner on purpose — caption-length copy has no document structure to measure, and per-1000-word metrics are noise at 280 characters.

## Compliance Check (Mandatory)

Before saving any copy:
- Scan against compliance-rules.json banned_phrases
- Check data claims against data_claim_rules
- Add required disclaimers per platform
- Verify platform-specific rules (link policy, hashtag limits)
- For X/Twitter source notes, verify quotes, public metrics, and dates before using them as claims

**Critical violations BLOCK** — copy cannot proceed.
**Warnings are noted** but don't block.

## Output

```
Copy adapted: Post P04
  LinkedIn: 847 chars (under 3000) ✓ | 4 hashtags ✓ | CTA: direct link ✓
  Instagram: 1,203 chars ✓ | 25 hashtags (first comment) ✓ | CTA: link in bio ✓
  X: 267 chars (under 280) ✓ | 2 hashtags ✓ | CTA: direct link ✓
  Compliance: PASSED (0 critical, 1 warning: "consider adding source for 47% claim")
```

## Timeout & Fallback
- Copy generation: 30-second timeout per platform variant
- Compliance check: 10-second timeout. If fails, flag for manual review