SME Audit Deliverable Flow¶
Full SME Audit System production flow — produces a complete 2-week operational audit deliverable for a small/medium business in a single agent run.
Type: Flow Domain: Operations Vertical: SME Audit Version: v1.0.0 Last tested: 2026-06-03 Cost per run: ~$0.54 (Apify + DeepSeek + Gemini + Resend + Airtable)
:material-github: Source on GitHub · Drive canon · CHANGELOG
Trigger prompts¶
What it produces¶
A complete audit package in a dated client folder, plus a chat summary.
Output structure¶
~/clients/<slug>-<date>/
├── 00-EXEC-SUMMARY.md ← one-pager for the client
├── 01-intake.md ← intake form + auto-pulled data
├── 02-bmc.md ← 9-block Business Model Canvas
├── 03-pestel-forces.md ← PESTEL + Porter's 5-Forces
├── 04-gap-analysis.md ← 12 functional areas, heatmap + table
├── 05-roadmap.md ← 90-day roadmap (Gantt-style)
├── 06-vendors.md ← vendor shortlist per top gap
├── 07-package/
│ ├── audit-report.pdf ← compiled, branded
│ ├── dashboard.html ← interactive
│ └── cover-hero.png ← 16:9 Gemini-generated cover
└── DELIVERY-LOG.md ← sent timestamps, Airtable IDs
Chat summary (after run)¶
✅ SME Audit Complete — Al Mansoori Drilling Services LLC
Top 3 findings:
1. No digital QA tracking; QMS docs on paper (HIGH, 5.5 maturity delta)
2. No procurement approval workflow (HIGH, 4.2 delta)
3. No customer feedback loop (MEDIUM, 3.0 delta)
Recommended next step: 30-min call to walk through the package
Pricing for follow-on: $5K implementation (90-day roadmap delivery)
Full deliverable: ~/clients/almansoori-drilling-2026-06-03/
Inputs¶
- Client — name + website URL (or just name if the agent will find it)
- Vertical — auto-detect or specify
- Geography — for vendor + regulatory context (default: UAE)
- Engagement tier — Express ($1.5K) / Standard ($3K) / Premium ($7.5K)
- Existing data — any prior notes, Airtable records, emails (optional)
Tool stack (all from ~/.hermes/.env)¶
| Tool | Use | Env var |
|---|---|---|
| Apify | Website crawl, social scrape, employee count | APIFY_TOKEN |
| Exa | Industry research, competitor intel | (in web_search_plus) |
| DeepSeek | Synthesis + scoring + narrative | DEEPSEEK_API_KEY |
| Gemini | Hero image for report cover | GEMINI_API_KEY |
| Resend | Deliverable email to client | RESEND_API_KEY |
| Airtable | CRM record + engagement tracking | AIRTABLE_API_KEY |
Workflow (8 stages, ~30 min wall clock)¶
| # | Stage | Time | What happens |
|---|---|---|---|
| 1 | Intake | 2 min | Auto-pull website, LinkedIn, reviews, employee count, revenue band |
| 2 | Business Model Canvas | 5 min | DeepSeek generates 9-block BMC, cross-references public data |
| 3 | PESTEL + 5-Forces | 5 min | Industry scan, competitive intensity |
| 4 | Gap Analysis | 8 min | 12 functional areas, scored 0-5, top 5 gaps identified |
| 5 | 90-Day Roadmap | 5 min | Quick wins (W1-2), medium (W3-6), strategic (W7-12) |
| 6 | Vendor Shortlist | 3 min | 2-3 vendors per top gap (regional + international) |
| 7 | Package | 2 min | Stitch to 00-EXEC-SUMMARY.md, hero image, HTML dashboard |
| 8 | Delivery | 1 min | Airtable record, Resend email, log |
Source files¶
| File | Path | Version |
|---|---|---|
| Source flow design | drive/00-canon/operations/sme-audit/00-flow-audit-deliverable-v1.0.0-2026-06-03.md |
v1.0.0 |
| Lead skill | canon/operations/sme-audit/flow-audit-deliverable/SKILL.md |
v1.0.0 |
| CHANGELOG | canon/operations/sme-audit/flow-audit-deliverable/CHANGELOG.md |
v1.0.0 |
| Public skill | skills/skill-flow-audit-deliverable/SKILL.md |
v1.0.0 |
Install¶
# Drop the skill into your Hermes skills folder
git clone https://github.com/ah-alhawar/agentcraft
cp -r agentcraft/skills/skill-flow-audit-deliverable/ ~/.hermes/skills/
# Restart Hermes (or /reload-skills in-session)
# Then paste a trigger prompt:
flow-audit-deliverable: client = "Your Client", tier = Standard.
Version + last tested¶
- v1.0.0 — released 2026-06-03
- Last tested: 2026-06-03 against a mock HVAC contractor in Abu Dhabi. All 8 stages completed; cost ~$0.52.
Cost estimate (per audit)¶
- Apify: ~$0.30 (4 scrapes)
- DeepSeek: ~$0.15 (all synthesis calls)
- Gemini: ~$0.04 (cover image)
- Exa (via
web_search_plus): ~$0.05 - Total: ~$0.54 per audit (vs $3K-$7.5K billed to client)
Failover¶
| Failure | Fallback |
|---|---|
| Apify down | Use web_extract_plus for website + manual LinkedIn lookup |
| DeepSeek quota | Fall back to Gemini Flash (same cost tier) |
| Resend auth fail | Generate email draft in markdown, save locally |
| Gemini image fail | Skip cover, use text-only deliverable |
Known limitations¶
- Single org per run; multi-org rollups are a future flow
- Dashboard is interactive HTML only — no PDF print stylesheet
- Mock intake data when sources are sparse; flagged in deliverables
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