indranilbanerjee
Registry indexed
full-pipeline
Run the complete production pipeline end to end — parse the calendar, match assets, compose creative, adapt copy, build previews, run reviews, finalize delivery — with checkpoints between phases. Triggers on \"/full-pipeline\", \"run the whole month\", \"produce the month\", \"en
Overview
Run the complete production pipeline end to end — parse the calendar, match assets, compose creative, adapt copy, build previews, run reviews, finalize delivery — with checkpoints between phases. Triggers on \"/full-pipeline\", \"run the whole month\", \"produce the month\", \"end to end\", \"do everything\", \"full production run\", or when a parsed calendar exists and the whole month should be produced in one supervised pass. Quote costs first via price-check.
Read full documentation
Source documentation, not instructions for this website. Review permissions before running any commands.
/socialforge:full-pipeline — Complete Production Pipeline
Run all phases sequentially with quality gates between each.
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.
Pipeline Phases
| Phase | Skill | Gate |
|---|---|---|
| -1 | credential-check | API credentials configured (Vertex AI and/or WaveSpeed) |
| 0 | parse-calendar | Calendar parsed, all required fields present |
| 1 | match-assets | Asset matches confirmed by user |
| 2 | compose-creative | All images/videos generated, quality scores ≥7.0 |
| 3 | adapt-copy | Copy adapted, compliance passed |
| 4 | create-previews | Previews rendered for all posts |
| 5 | build-review-gallery | Gallery built and accessible (images + video) |
| 6 | manage-reviews | All posts reviewed (async — pipeline pauses here) |
| 7 | finalize-month | All approved posts packaged for delivery |
Phase -1: Credential Check
Before any production work begins, verify that the required API credentials are configured via credential_manager.py.
- Run
credential_manager.py statusto check Vertex AI and WaveSpeed configuration - Image generation requires Vertex AI credentials configured via
/socialforge:setup - Video generation requires WaveSpeed API key (only checked if calendar contains video posts)
- If any required credential is missing, stop the pipeline and prompt the user:
"Required credentials not configured. Run
/socialforge:setupto configure API keys before starting production." - If all credentials are valid, proceed to Phase 0
Phase 2: Compose Creative
Phase 2 operates in two distinct modes depending on how it is invoked.
Interactive mode (/socialforge:generate-post)
Produces creative for a single post with full user control at each stage.
Image posts — 4-stage approval:
- Direction — Review creative direction and prompt before generation
- Generate — AI generates 2-3 variants; user picks the best or requests regeneration
- Composite — Selected variant composited with brand asset, overlay, and logo; user approves
- Resize — Platform-specific resizes produced; user confirms final set
Video posts — 5-stage approval:
- Direction — Review video concept, storyboard outline, and scene descriptions
- Script — Approve shot-by-shot script with timing and transitions
- Generate — AI generates video clip; user reviews motion and pacing
- Composite — Overlay, logo, and captions applied; user approves
- Resize — Platform-specific aspect ratios produced; user confirms final set
Batch mode (/socialforge:generate-all)
Produces creative for all posts in the calendar with minimal interruption.
- Group-based direction — Posts are grouped by creative mode (ANCHOR, ENHANCE, STYLE_REF, PURE). User approves creative direction per group rather than per post.
- Auto-generate — All posts generate in sequence using the approved group directions. Progress is displayed per post with quality scores.
- Gallery review — Once all posts are generated, a review gallery is built automatically so the user can review everything at once.
- Flagged regeneration — User flags any posts that need rework. Flagged posts regenerate with adjusted prompts. Unflagged posts proceed as approved.
Phase 5: Review Gallery
The review gallery (/socialforge:review) now supports both image and video content:
- Image posts display as before — preview thumbnail, quality score, copy, and compliance status
- Video posts display with side-by-side
<video>tags showing the raw generated clip alongside the composited version with overlays, enabling direct comparison of motion, pacing, and brand overlay placement
Progress
SocialForge Full Pipeline — AcmeCorp / April 2026
[pre] Credential Check ✓ — Vertex AI ready, WaveSpeed ready
[1/7] Parse Calendar ✓ — 28 posts extracted (24 image, 4 video)
[2/7] Match Assets ✓ — 8 ANCHOR, 5 ENHANCE, 9 STYLE_REF, 4 PURE, 2 CAROUSEL
[3/7] Compose Creative → IN PROGRESS
Mode: batch (group-based direction)
Groups approved: ANCHOR ✓ ENHANCE ✓ STYLE_REF ✓ PURE → awaiting direction
Generated: 18/28 posts (~10 min remaining)
Latest: P18 — STYLE_REFERENCED — Score: 8.4/10 ✓
Videos: 2/4 generated — P07 Score: 7.8/10 ✓
[4/7] Adapt Copy — waiting
[5/7] Create Previews — waiting
[6/7] Review Gallery — waiting
[7/7] Finalize — waiting
Rules
- Each phase must pass its gate before the next starts
- Phase -1 (Credential Check) is the first gate — no production without valid credentials
- Phase 6 (Review) is async — pipeline pauses for human review
- User can interrupt at any phase and resume later
- Status persists in status-tracker.json
Async Review Gate (Phase 6)
Phase 6 (manage-reviews) is the only async gate — the pipeline pauses here because human review takes hours or days.
When pipeline reaches Phase 6:
- Gallery is built and shared (Phase 5 output)
- Pipeline shows: "Review gallery ready. Pipeline paused — resume after reviews complete."
- User reviews posts via
/socialforge:reviewor/socialforge:manage-reviews - To resume after reviews: run
/socialforge:full-pipeline --resumeor/socialforge:finalizedirectly
Escalation (per approval-chain.json):
- Reminder after N days (configurable per tier)
- Escalate to next reviewer after M days
- Auto-finalize HYGIENE tier after N days if configured
Timeout: No automatic timeout — Phase 6 stays paused until human action. The /socialforge:status command shows pending review counts.
File metadata
name: full-pipeline description: "Run the complete production pipeline end to end — parse the calendar, match assets, compose creative, adapt copy, build previews, run reviews, finalize delivery — with checkpoints between phases. Triggers on \"/full-pipeline\", \"run the whole month\", \"produce the month\", \"end to end\", \"do everything\", \"full production run\", or when a parsed calendar exists and the whole month should be produced in one supervised pass. Quote costs first via price-check." argument-hint: "[brand] [YYYY-MM] [calendar-source]" effort: max user-invocable: true
View original text
---
name: full-pipeline
description: "Run the complete production pipeline end to end — parse the calendar, match assets, compose creative, adapt copy, build previews, run reviews, finalize delivery — with checkpoints between phases. Triggers on \"/full-pipeline\", \"run the whole month\", \"produce the month\", \"end to end\", \"do everything\", \"full production run\", or when a parsed calendar exists and the whole month should be produced in one supervised pass. Quote costs first via price-check."
argument-hint: "[brand] [YYYY-MM] [calendar-source]"
effort: max
user-invocable: true
---
# /socialforge:full-pipeline — Complete Production Pipeline
Run all phases sequentially with quality gates between each.
## 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.
## Pipeline Phases
| Phase | Skill | Gate |
|-------|-------|------|
| -1 | credential-check | API credentials configured (Vertex AI and/or WaveSpeed) |
| 0 | parse-calendar | Calendar parsed, all required fields present |
| 1 | match-assets | Asset matches confirmed by user |
| 2 | compose-creative | All images/videos generated, quality scores ≥7.0 |
| 3 | adapt-copy | Copy adapted, compliance passed |
| 4 | create-previews | Previews rendered for all posts |
| 5 | build-review-gallery | Gallery built and accessible (images + video) |
| 6 | manage-reviews | All posts reviewed (async — pipeline pauses here) |
| 7 | finalize-month | All approved posts packaged for delivery |
## Phase -1: Credential Check
Before any production work begins, verify that the required API credentials are configured via `credential_manager.py`.
1. Run `credential_manager.py status` to check Vertex AI and WaveSpeed configuration
2. **Image generation** requires Vertex AI credentials configured via `/socialforge:setup`
3. **Video generation** requires WaveSpeed API key (only checked if calendar contains video posts)
4. If any required credential is missing, stop the pipeline and prompt the user:
"Required credentials not configured. Run `/socialforge:setup` to configure API keys before starting production."
5. If all credentials are valid, proceed to Phase 0
## Phase 2: Compose Creative
Phase 2 operates in two distinct modes depending on how it is invoked.
### Interactive mode (`/socialforge:generate-post`)
Produces creative for a single post with full user control at each stage.
**Image posts — 4-stage approval:**
1. **Direction** — Review creative direction and prompt before generation
2. **Generate** — AI generates 2-3 variants; user picks the best or requests regeneration
3. **Composite** — Selected variant composited with brand asset, overlay, and logo; user approves
4. **Resize** — Platform-specific resizes produced; user confirms final set
**Video posts — 5-stage approval:**
1. **Direction** — Review video concept, storyboard outline, and scene descriptions
2. **Script** — Approve shot-by-shot script with timing and transitions
3. **Generate** — AI generates video clip; user reviews motion and pacing
4. **Composite** — Overlay, logo, and captions applied; user approves
5. **Resize** — Platform-specific aspect ratios produced; user confirms final set
### Batch mode (`/socialforge:generate-all`)
Produces creative for all posts in the calendar with minimal interruption.
1. **Group-based direction** — Posts are grouped by creative mode (ANCHOR, ENHANCE, STYLE_REF, PURE). User approves creative direction per group rather than per post.
2. **Auto-generate** — All posts generate in sequence using the approved group directions. Progress is displayed per post with quality scores.
3. **Gallery review** — Once all posts are generated, a review gallery is built automatically so the user can review everything at once.
4. **Flagged regeneration** — User flags any posts that need rework. Flagged posts regenerate with adjusted prompts. Unflagged posts proceed as approved.
## Phase 5: Review Gallery
The review gallery (`/socialforge:review`) now supports both image and video content:
- **Image posts** display as before — preview thumbnail, quality score, copy, and compliance status
- **Video posts** display with side-by-side `<video>` tags showing the raw generated clip alongside the composited version with overlays, enabling direct comparison of motion, pacing, and brand overlay placement
## Progress
```
SocialForge Full Pipeline — AcmeCorp / April 2026
[pre] Credential Check ✓ — Vertex AI ready, WaveSpeed ready
[1/7] Parse Calendar ✓ — 28 posts extracted (24 image, 4 video)
[2/7] Match Assets ✓ — 8 ANCHOR, 5 ENHANCE, 9 STYLE_REF, 4 PURE, 2 CAROUSEL
[3/7] Compose Creative → IN PROGRESS
Mode: batch (group-based direction)
Groups approved: ANCHOR ✓ ENHANCE ✓ STYLE_REF ✓ PURE → awaiting direction
Generated: 18/28 posts (~10 min remaining)
Latest: P18 — STYLE_REFERENCED — Score: 8.4/10 ✓
Videos: 2/4 generated — P07 Score: 7.8/10 ✓
[4/7] Adapt Copy — waiting
[5/7] Create Previews — waiting
[6/7] Review Gallery — waiting
[7/7] Finalize — waiting
```
## Rules
- Each phase must pass its gate before the next starts
- Phase -1 (Credential Check) is the first gate — no production without valid credentials
- Phase 6 (Review) is async — pipeline pauses for human review
- User can interrupt at any phase and resume later
- Status persists in status-tracker.json
## Async Review Gate (Phase 6)
Phase 6 (manage-reviews) is the only async gate — the pipeline pauses here because human review takes hours or days.
**When pipeline reaches Phase 6:**
1. Gallery is built and shared (Phase 5 output)
2. Pipeline shows: "Review gallery ready. Pipeline paused — resume after reviews complete."
3. User reviews posts via `/socialforge:review` or `/socialforge:manage-reviews`
4. To resume after reviews: run `/socialforge:full-pipeline --resume` or `/socialforge:finalize` directly
**Escalation (per approval-chain.json):**
- Reminder after N days (configurable per tier)
- Escalate to next reviewer after M days
- Auto-finalize HYGIENE tier after N days if configured
**Timeout:** No automatic timeout — Phase 6 stays paused until human action. The `/socialforge:status` command shows pending review counts.
Review the source
Price & running costs
- Get the skill
- Price unconfirmed
- Run it
- Requirements have not been confirmed. Check the source for agent, API and service charges.
- License
- MIT
- Price unconfirmed
- We have not confirmed a price for this skill. Existing source and install links remain available.
Free to get does not mean free to run. Price labels are not safety ratings. Submit pricing information →
Skill source recorded
Skill instructions are recorded. This is not a runtime test, safety guarantee or compatibility certification.
Review before install: Avoid automatic install
License: MIT
- Permission surface may require sandboxing
- Low GitHub adoption signal
- AI review approval is missing
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- GitHub adoption: 38 GitHub stars
- Stars/forks activity: 38 stars, 6 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, shell or command execution
- Review status: AI review approval is missing
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Start with one small task
- 1Read the source. Confirm the input, expected output, dependencies and permissions.
- 2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
- 3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.
Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.
Source & usage notes
IndexedStatic Checked
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
- Source repository
- indranilbanerjee/socialforge
- License
- MIT
- Version
- Unknown
- Last GitHub push
- Aug 17, 2026
- Registry updated
- Sep 10, 2026
- Instruction path
- skills/full-pipeline/SKILL.md @ 92fdab95b832
Version reported in registry metadata; check source releases before relying on it.
Quality
54/100
Needs review
Trust
61/100
Sandbox only
Audit
71/100
Needs review
- Permission surface may require sandboxing
- Low GitHub adoption signal
- AI review approval is missing
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- GitHub adoption: 38 GitHub stars
- Stars/forks activity: 38 stars, 6 forks; issue activity unavailable in current metadata
- Permission surface: secrets or environment access, shell or command execution
- Review status: AI review approval is missing
- Verified installs
- —
- Outcomes
- —
Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.
Agent access
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
More details
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"minimum_review_before_use": [
"Trust: 69/100 Manual review",
"Audit: 71/100 Needs review",
"Safety: 35/100 Avoid automatic install",
"Review repository, license, install command, and permission surface before production use."
],
"expected_agent_output": {
"selected_skill": "indranilbanerjee-full-pipeline (full-pipeline)",
"install_command": "npx skills add indranilbanerjee/socialforge --skill full-pipeline",
"risk_summary": "Needs review; Blocked for auto-install; Review before production",
"verification_result": "Report the smallest successful task, files touched, warnings, and any missing setup."
}
},
"outcome_feedback": {
"endpoint": "https://www.openagentskill.com/api/agent/outcome",
"method": "POST",
"requires_resolve_event_id": true,
"event_id_source": "Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.",
"expected_outcomes": [
"success",
"failed",
"not_relevant",
"blocked_by_risk",
"setup_required"
],
"payload_template": {
"event_id": "<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>",
"skill_slug": "indranilbanerjee-full-pipeline",
"task": "Use full-pipeline in an agent workflow",
"agent": "codex",
"outcome": "success",
"install_used": true,
"risk_blocked": false,
"setup_required": false,
"task_success": true,
"output_quality": 4,
"error_type": null,
"human_review_required": false,
"workspace": "sandbox",
"time_to_useful_ms": 120000,
"notes": "Report the smallest successful task, setup friction, files touched, and risk notes."
}
},
"endpoints": {
"web": "https://www.openagentskill.com/skills/indranilbanerjee-full-pipeline",
"api": "https://www.openagentskill.com/api/agent/skills/indranilbanerjee-full-pipeline",
"audit": "https://www.openagentskill.com/skills/indranilbanerjee-full-pipeline/audit",
"eval": "https://www.openagentskill.com/api/agent/evals?slug=indranilbanerjee-full-pipeline&task=Use%20full-pipeline%20in%20an%20agent%20workflow&max_risk=medium",
"resolve": "https://www.openagentskill.com/api/agent/resolve?task=Use%20full-pipeline%20in%20an%20agent%20workflow&agent=codex&max_risk=medium",
"receipt": "https://www.openagentskill.com/api/agent/receipt?task=Use%20full-pipeline%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text",
"install": "https://www.openagentskill.com/api/skills/indranilbanerjee-full-pipeline/install",
"manifest": "https://www.openagentskill.com/api/registry/manifest/indranilbanerjee-full-pipeline"
}
}For the creator
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- indranilbanerjee
- Indexed by
- OpenAgentSkill community index
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