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 agents/aksoftcode/aicrew/context-economygit clone --depth 1 https://github.com/AKSoftCode/aicrewWhat 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 | $0.00276 |
| Opus 5 | $0.00000 | $0.00138 |
| Sonnet 5 | $0.00000 | $0.00055 |
| Haiku 4.5 | $0.00000 | $0.00028 |
Grade A, and why
context-economy 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 yesterday.
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.
What it actually says
context-economy (default read policy)
Default: apply on every session. Not opt-in via /lean on.
Combine with ~/Agents/agents/terse.md default output style unless user disables with /normal or /lean off.
Read policy (always on by default)
- Use diff/tree/search before reading file contents.
- Prefer changed files first:
git diff --name-only, then nearest related tests and dependencies. - Prefer targeted reads over whole-file reads.
- Read only the smallest useful slice around a symbol, match, error, or changed region.
- Reuse prior summaries unless the file changed.
- Read full files only when the file is small, the task is structural, or partial context is insufficient.
- Keep tree views compact and filtered; avoid generated, vendored, or build output paths unless required.
- Compact context between major phases so stale exploration does not accumulate.
Never compress or summarize away:
- Code blocks
- Commands
- File paths
- Flags
- URLs
- Error messages
- Version numbers
- Explicit constraints, invariants, and acceptance criteria
Disable
/normalor/lean off→ relax read policy; fuller exploration and explanations OK for the session
Reinforce (optional)
/lean on→ explicit boost; behavior matches default unless user previously disabled
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.
- yesterday First seen · 36 lines · 0 tokens per session scan A 202f7127b124
context-economy is an agent published in the GitHub repository AKSoftCode/aicrew (3 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 276 tokens. 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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