socialforge
AGENTS.md43 starsChanged 4 months agoMITView on GitHub
This file is auto-loaded by OpenAI Codex, Google Antigravity, GitHub Copilot CLI, Cursor (when in the agent context chain), and other Agent Skills runtimes. Equivalent of CLAUDE.md for non-Claude surfaces. SocialForge is an open-source agency-grade social media production engine — calendar parsing, asset-first compositing (brand assets are sacred, AI is the creative layer around them), AI image generation (Vertex AI), AI video generation (WaveSpeed image-to-video), multi-platform copy adaptation, human-in-the-loop review galleries, and C2PA content provenance signing for EU AI Act…
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository21 other files it gives its agents.
- adapt-copySkill
- assemble-documentSkill
- brand-managerSkill
- build-review-gallerySkill
- c2pa-signSkill
- compose-creativeSkill
- create-previewsSkill
- finalize-monthSkill
- full-pipelineSkill
- generate-videoSkill
- ideate-monthSkill
- index-assetsSkill
- ingest-performanceSkill
- manage-reviewsSkill
- match-assetsSkill
- model-checkSkill
- parse-calendarSkill
- price-checkSkill
- render-carouselsSkill
- research-monthSkill
- setupSkill
The file
We split this AGENTS.md into the rules it gives an agent
2 rules. About 0 are common, 0 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 29
C2PA signing happens automatically before delivery: when --c2pa-sign flag is on (recommended for EU campaigns).
- Very specific: line 30
Human-in-the-loop review is mandatory: before delivery — build-review-gallery + manage-reviews skills surface posts for client approval.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
SocialForge — agent context
This file is auto-loaded by OpenAI Codex, Google Antigravity, GitHub Copilot CLI, Cursor (when in the agent context chain), and other Agent Skills runtimes. Equivalent of CLAUDE.md for non-Claude surfaces.
What this plugin is
SocialForge is an open-source agency-grade social media production engine — calendar parsing, asset-first compositing (brand assets are sacred, AI is the creative layer around them), AI image generation (Vertex AI), AI video generation (WaveSpeed image-to-video), multi-platform copy adaptation, human-in-the-loop review galleries, and C2PA content provenance signing for EU AI Act Article 50 compliance. 21 skills · 18 commands · 5 agents · 31 scripts · 12 opt-in HTTP MCP connectors (none auto-connected) · 0 global hooks.
Supported surfaces (v1.31.0): Claude Code (CLI + IDE extensions), Anthropic Cowork, OpenAI Codex (CLI + IDE + App), Cursor 2.5+, GitHub Copilot CLI, Google Antigravity 2.0 (CLI + IDE), Hermes Agent, OpenClaw, Grok (xAI Build CLI, native .grok-plugin/ pair).
Core principle
Brand assets are sacred. AI is the creative layer around them. Product photos, headshots, screenshots — these are the brand's real visual identity. AI generates backgrounds, mood, and context around them. The brand asset stays pixel-faithful in every composition.
Four creative modes
| Mode | When | What happens |
| ANCHOR_COMPOSE | Brand photo is the centerpiece | AI generates scene around the untouched asset |
| ENHANCE_EXTEND | Brand photo is the base | AI extends/enhances periphery, core stays faithful |
| STYLE_REFERENCED | No specific asset needed | AI generates using brand's style reference photos as visual DNA |
| PURE_CREATIVE | Generic/abstract content | AI generates from text prompt + brand colors/mood |
How to use it as an agent
- Discover skills by description. 21 skills auto-discover via SKILL.md frontmatter.
- Skill bodies reference Python scripts at
scripts/<name>.py— invoke via Bash. Key:generate_image.py,edit_image.py,index_assets.py,match_assets.py,c2pa_sign.py. - Image/video APIs require credentials. Vertex AI for images; WaveSpeed for image-to-video (models resolve at run time from the registry aliases). Run the
setupskill once to store credentials in plugin persistent data; API keys come from environment variables, never from the chat. Nothing installs itself: a missing package prints its exact pinned install command. - C2PA signing happens automatically before delivery when
--c2pa-signflag is on (recommended for EU campaigns). - Human-in-the-loop review is mandatory before delivery —
build-review-gallery+manage-reviewsskills surface posts for client approval.
Canonical entry points
| User intent | Run skill |
| "Configure a new brand" | brand-manager |
| "Index brand photo library" | index-assets |
| "Start a monthly production cycle" | parse-calendar then full-pipeline |
| "Generate creative for posts" | compose-creative |
| "Generate video clips" | generate-video |
| "Render carousels" | render-carousels |
| "Adapt copy per platform" | adapt-copy |
| "Build review gallery" | build-review-gallery |
| "Finalize and package for delivery" | finalize-month + assemble-document |
| "Sign assets with C2PA" | c2pa-sign |
Files in this repo
skills/<name>/SKILL.md— 21 Agent Skills.agents/<name>.md— 5 specialist agent definitions.commands/<name>.md— 18 Claude Code slash commands (/socialforge:<name>; the skills answer to the same prefix).scripts/*.py— 31 Python helpers.hooks/hooks.json—{"hooks":{}}(zero global hooks)..mcp.json— not shipped (gitignored): zero auto-connecting MCPs. The opt-in catalog is.mcp.json.connectors-reference.assets/+references/+templates/— brand assets, channel-pack references, post templates.
July 2026 channel pack
- TikTok USDS Joint Venture (post-Jan 22 2026; AI creator labeling mandatory, AI content excluded from Creator Rewards Program)
- LinkedIn March 12 2026 algorithm + Depth Score (external links and engagement bait penalized ~60%)
- Apple MPP affects ~64% of B2C opens (open rate dropped as primary KPI)
- YouTube AI Shorts labeling
- Sora deprecation (consumer app 26 Apr 2026, API 24 Sep 2026) → defaults to Runway Gen-4 / Veo 3.x / Kling 3.0
Cross-platform notes
- Skills portable across all supported surfaces (Agent Skills open standard).
- Subagents Claude-only as
agents/*.md; convert to Codex TOML if Codex subagent is needed. - Slash commands Claude-only as
commands/*.md; invoke by natural-language intent on other surfaces.
Identity / authority
Built and maintained by Indranil Banerjee (https://indranil.in). MIT-licensed. No telemetry. Part of the Neelverse Marketing Suite.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
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- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.