Borrowing it
Nothing to install: this file belongs to norton77930/corpus-ingest-core. 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/norton77930/corpus-ingest-core/main/AGENTS.mdgit clone --depth 1 https://github.com/norton77930/corpus-ingest-coreWrote 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/norton77930/corpus-ingest-core/agents-md)<a href="https://agentmods.dev/instructions/norton77930/corpus-ingest-core/agents-md"><img src="https://agentmods.dev/badge/instructions/norton77930/corpus-ingest-core/agents-md/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/instructions/norton77930/corpus-ingest-core/agents-md"><img src="https://agentmods.dev/badge/instructions/norton77930/corpus-ingest-core/agents-md.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 | $0.00842 | $0.00842 |
| Opus 5.5 | $0.00337 | $0.00337 |
| Sonnet 5.5 | $0.00168 | $0.00168 |
| Haiku 4.5 | $0.00084 | $0.00084 |
Grade A, and why
corpus-ingest-core 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 29d 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 — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Agent Instructions
New agents: start with docs/agent-handoff.md (10-minute repo handoff, boundaries mapped to guard tests) and docs/ai-development-framework.md (instruction hierarchy, change classification, completion report format). The Engineering Rules below are hard constraints and remain authoritative.
This repository uses Spec Kit with Codex skills. For new feature work, prefer the Spec Kit flow before implementation:
$speckit-constitutionto establish or amend project principles.$speckit-specifyto create or update user-facing requirements.$speckit-clarifyto resolve high-impact ambiguity before planning.$speckit-planto create the technical plan.$speckit-checklistto create feature-specific quality and safety checks.$speckit-tasksto break the plan into actionable work.$speckit-analyzeto check spec, plan, and tasks for consistency before implementation.$speckit-implementto execute approved tasks.$speckit-convergeto compare code against spec, plan, and tasks after implementation and add missing work.
Use $speckit-taskstoissues only when GitHub issue handoff is needed. The normal full Spec Kit flow is:
constitution -> specify -> clarify -> plan -> checklist -> tasks -> analyze -> implement -> converge
This repository contains multiple as-built Spec Kit packages and does not pin
one active feature. Before running official scripts or skills, set
SPECIFY_FEATURE_DIRECTORY explicitly following specs/README.md.
A historical reference such as
specs/019-episode-verified-research-report-workflow/plan.md
describes completed work only; it is not an active-feature selector.
Current user-authorized work is implementation of SPEC060:
source learning host reliability; local implementation verification is complete; actual operator-source and Hermes acceptance remain pending.
Select this package explicitly. SPEC059
and SPEC058 describe historical work.
Historical source learning entry: SPEC057 plan.
Historical prepared-source QA: SPEC056 plan.
Historical source preparation: SPEC054 plan;
source settings: SPEC055 plan.
These historical references do not select an active feature.
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.
- 29d ago Changed · +4 lines · +113 tokens per session e1bb4ce1f935
- 2mo ago First seen · 60 lines · 729 tokens per session scan A 880ec0e93d26
corpus-ingest-core AGENTS.md is an instructions file published in the GitHub repository norton77930/corpus-ingest-core (2 stars, last pushed 29d ago), licensed MIT. It adds 842 tokens to every session, about $0.0034 per session on Opus 5.5. 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.
corpus-ingest-core AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| corpus-ingest-core AGENTS.mdnorton77930/corpus-ingest-core | Instructions file | 2 | 29d ago | MIT | A | 842 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |