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 instructions/avierovich/openpitch/agents-mdgit clone --depth 1 https://github.com/Avierovich/openpitchWrote 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/instructions/avierovich/openpitch/agents-md)<a href="https://agentmods.dev/instructions/avierovich/openpitch/agents-md"><img src="https://agentmods.dev/badge/instructions/avierovich/openpitch/agents-md.svg" alt="Measured on agentmods" 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 | $0.04345 | $0.04345 |
| Opus 5 | $0.02173 | $0.02173 |
| Sonnet 5 | $0.00869 | $0.00869 |
| Haiku 4.5 | $0.00434 | $0.00434 |
Grade A, and why
openpitch AGENTS.md scanned grade A with 0 findings 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 401 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Coordination Log
This file is the handoff point for agentic coding tools working in this repo. Read it before editing, especially when Codex and Claude Code are both active.
Current Coordination Rules
- Do not revert dirty working-tree changes unless Mohamed explicitly asks.
- Treat unlisted dirty files as user/Claude Code work until proven otherwise.
- Prefer small, source-backed documentation changes over broad rewrites.
- No runtime code changes were made by Codex during the competitive-research/doc pass.
- OpenPitch's trust model remains: public sources, provenance, confidence, auditability, and conservative ToS posture.
Current State (2026-06-26)
Authoritative snapshot — the dated logs below are historical and may be stale.
- v0.1.0, functional end-to-end. 64 tests passing;
ruff check .clean. - Two-level taxonomy: controlled main category + subcategory + free-text specialty +
business summary (
pipeline/classify.pyVOCAB: 12 mains / 81 subs incl.scienceandconsumer-ai).config/taxonomy.yamlis the generated overlay;openpitch classify(re)builds it. - Discovery: news (US + EU/
gl=GBfeeds) + per-sector knowledge backfill (20 sectors), public/acquired filtered out, fail-isolated against 503s.discovered.yaml~248 candidates. - Reconciliation: recency stays the headline; an unconfirmed "in talks" valuation also
surfaces
confirmed_value; forward-looking revenue targets dropped; contradictions require independent public sources. - MCP: 8 read-only tools, now declaring read-only/non-destructive annotations; exposes subcategory/specialty/summary.
- P0 (local) done: CI + release (PyPI Trusted Publishing) + Pages workflows; CONTRIBUTING/
SECURITY/CoC/CHANGELOG + issue/PR templates; extraction cache (
data/cache/seen.json); metadata →Avierovich/openpitch. Pending: the GitHub/PyPI push + account config.
Codex Edits Log
2026-06-13 - Product/strategy documentation expansion
Codex added or enriched the project documentation to reflect that OpenPitch is still in development and should launch only after credible proof assets exist.
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 · 401 lines · 4,345 tokens per session scan A 36ec9edb4073
openpitch AGENTS.md is an instructions file published in the GitHub repository Avierovich/openpitch (8 stars, last pushed 5d ago), licensed MIT. It adds 4,345 tokens to every session, about $0.0217 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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