Borrowing it
Nothing to install: this file belongs to sophonfinance-wq/finance-automation-portfolio. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/sophonfinance-wq/finance-automation-portfolio/main/.claude/skills/triangulate/SKILL.mdgit clone --depth 1 https://github.com/sophonfinance-wq/finance-automation-portfolioWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/sophonfinance-wq/finance-automation-portfolio/triangulate)<a href="https://agentmods.dev/skills/sophonfinance-wq/finance-automation-portfolio/triangulate"><img src="https://agentmods.dev/badge/skills/sophonfinance-wq/finance-automation-portfolio/triangulate/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/sophonfinance-wq/finance-automation-portfolio/triangulate"><img src="https://agentmods.dev/badge/skills/sophonfinance-wq/finance-automation-portfolio/triangulate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00050 | $0.00320 |
| Opus 5.5 | $0.00020 | $0.00128 |
| Sonnet 5.5 | $0.00010 | $0.00064 |
| Haiku 4.5 | $0.00005 | $0.00032 |
Grade A, and why
triangulate scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
Package `triangulate` in `ai-validation-framework/`. Offline mock reviewer by default; live Claude reviewer (`AnthropicReviewer`, stdlib urllib) needs `ANTHROPIC_API_KEY`. What it actually says
Triangulate — AI Validation Framework
Package triangulate in ai-validation-framework/. Offline mock reviewer by default; live Claude reviewer (AnthropicReviewer, stdlib urllib) needs ANTHROPIC_API_KEY.
Commands (run from ai-validation-framework/)
python -m triangulate --demo-adversarial # inject $49k fake revenue; 6 CRITICAL tie-out breaks; FAIL exit 1
python -m triangulate --sample defective # AI-assumption + hardcoded-cell sample
python -m triangulate.loop --sample adversarial # REVIEW LOOP: FAIL -> PASS in 1 turn (B5 re-derived), exit 0
python -m triangulate.loop --sample defective # arithmetic fixed, judgment ESCALATED, exit 1
python -m pytest -q # 8,320 tests
Loop boundary (triangulate/loop.py)
Remediates ONLY tie-out breaks on formula cells, re-derived from the cell's own formula ON A CLONE (new workpaper version per turn — never violates the hash-enforced read-only guard). AI assumptions / hardcoded cells / missing cells stay in the human fix packet. "The loop clears arithmetic; it cannot manufacture authority."
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 20 lines · 50 tokens per session scan A 60f3572b6179
triangulate is a skill published in the GitHub repository sophonfinance-wq/finance-automation-portfolio (16 stars, last pushed 27d ago), licensed MIT. It adds 50 tokens to every session and 320 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
triangulate compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| triangulatesophonfinance-wq/finance-automation-portfolio | Skill | 16 | 27d ago | MIT | A | 50 | Claude Code |
| monthly-close-processgokulb20/crewm8-cfo-skills | Skill | 2 | 6mo ago | MIT | A | 67 | Claude Code, Codex |
| schema-explorationlangchain-ai/deepagents | Skill | 31k | today | MIT | A | 57 | Claude Code, Codex |
| matlabK-Dense-AI/scientific-agent-skills | Skill | 56k | 6d ago | MIT | A | 44 | Claude Code |
| mem0-oss-to-platformmem0ai/mem0 | Skill | 69k | 2d ago | Apache-2.0 | A | 217 | Claude Code, Codex |
| mempalace-recallMemPalace/mempalace | Skill | 60k | today | MIT | A | 94 | Claude Code |
| haikuagno-agi/agno | Skill | 43k | yesterday | Apache-2.0 | A | 0 | Claude Code, Codex |