Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/stoa-platform/stoa/benchmark-competitorsgit clone --depth 1 https://github.com/stoa-platform/stoaWhat 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 | $0.00000 | $0.00602 |
| Opus 5 | $0.00000 | $0.00301 |
| Sonnet 5 | $0.00000 | $0.00120 |
| Haiku 4.5 | $0.00000 | $0.00060 |
Grade B, and why
benchmark-competitors scanned grade B 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 3d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- Notre score audit : `cat .claude/audit-score.txt` How it starts
The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Benchmark Competitif IA Factory
Lance un benchmark trimestriel de notre IA Factory vs la concurrence.
Etape 1 : Collecter les donnees
Pour chaque outil, verifie les dernieres features :
Claude Code (notre stack)
- Version actuelle :
claude --version - Features : worktrees, agent teams, skills, hooks, subagents, MCP
- Notre score audit :
cat .claude/audit-score.txt
Cursor
- Cherche les dernieres features sur https://cursor.com/changelog
- Focus : ce qu'ils font qu'on ne fait pas
Windsurf (Codeium)
- Cherche les dernieres features sur https://codeium.com/blog
- Focus : flows, cascade, multi-file editing
Aider
- Cherche sur https://aider.chat/HISTORY.html
- Focus : integrations, benchmarks, modes
OpenAI Codex CLI
- Cherche sur https://github.com/openai/codex
- Focus : sandbox, autonomie, pricing
Amazon Q Developer
- Focus : AWS integration, enterprise features
Google Gemini CLI / Jules
- Focus : BigQuery integration, workspace integration
Etape 2 : Matrice de comparaison
Produis un tableau :
| Capacite | STOA IA Factory | Cursor | Windsurf | Aider | Codex | Score STOA |
|---|---|---|---|---|---|---|
| Sessions paralleles | Worktrees + Agent Teams | Composer | Cascade | Multi-fichier | Sandbox | /5 |
| Governance/Validation | Council 2 stages | Non | Non | Non | Non | /5 |
| CI/CD integration | 8 GHA L1-L5 | Git | Git | Git | Non | /5 |
| MCP/Tools | .mcp.json + 5 MCPs | Non | Non | Non | Non | /5 |
| Cost control | Token Observatory | Usage tab | ? | Token counting | ? | /5 |
| Auto-format | PostToolUse hook | Built-in | Built-in | Non | Non | /5 |
| Verification | verify-app agent | Non | Non | Lint | Sandbox | /5 |
| Analytics | Analytics skill | Non | Non | Non | Non | /5 |
| Veille/Self-improve | competitive-watch | Non | Non | Non | Non | /5 |
Etape 3 : Recommandations
Liste 3-5 features des concurrents qu'on devrait adopter, avec :
- Feature description
- Quel concurrent la fait
- Effort d'implementation (1h / 1 jour / 1 semaine)
- Impact estime sur la productivite
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.
- 3d ago First seen · 64 lines · 0 tokens per session scan B 849fd618d3ff
benchmark-competitors is a command published in the GitHub repository stoa-platform/stoa (5 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 602 tokens. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other commands, from other repositories
speckit.checklist
Proxy for speckit.checklist.md.
speckit.git.remote
Proxy for speckit.git.remote.md.
speckit.implement
Proxy for speckit.implement.md.
speckit.plan
Proxy for speckit.plan.md.
audit
Run enterprise readiness assessment on current project.
git
Git operations with intelligent commit messages and workflow optimization.