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/naimkatiman/continuous-improvement/agents-mdgit clone --depth 1 https://github.com/naimkatiman/continuous-improvementWrote 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/naimkatiman/continuous-improvement/agents-md)<a href="https://agentmods.dev/instructions/naimkatiman/continuous-improvement/agents-md"><img src="https://agentmods.dev/badge/instructions/naimkatiman/continuous-improvement/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 | $0.04435 | $0.04435 |
| Opus 5 | $0.02218 | $0.02218 |
| Sonnet 5 | $0.00887 | $0.00887 |
| Haiku 4.5 | $0.00443 | $0.00443 |
Grade A, and why
continuous-improvement 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 — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — continuous-improvement
Project-local rules for AI coding agents. Global rules live in ~/.Codex/AGENTS.md. This file only adds what is specific to this repo.
Repository
- npm package
continuous-improvement(Codex plugin + GitHub Action transcript linter) - Marketplace at
.Codex-plugin/marketplace.jsonships 5 plugins: 1 native + 4 vendored companions (Obra superpowers, addy/agent-skills, ruflo-swarm, oh-my-Codex). pm-skills is out-of-band per docs/THIRD_PARTY.md. - Source layout:
skills/,commands/,hooks/,agents/,bin/,lib/,templates/,instinct-packs/,synthetic-checks/,third-party/,plugins/continuous-improvement/.
Think Before Acting
- For any non-trivial request, produce a short plan before editing files. Under the 7 Laws this is Law 2.
- When the user references prior work (
PR #X,last session's fix), verify it exists withgh pr view Xorgit logbefore acting on the assumption. - Use TDD for new features: failing test → code → verify. The native tdd-workflow skill enforces RED-GREEN-REFACTOR strictly — pre-test code is deleted.
Verification Discipline
- After any code change, run
npm run verify:all(12 content invariants + typecheck: skill-mirror, skill-tiers, skill-law-tag, skill-count, docs-substrings, everything-mirror, routing-targets, doc-runtime-claims, test-imports-only, scripts-citation-drift, third-party-shape, tool-count, typecheck). Anything below that is incomplete. - For doc-only or template-only changes,
npm run typecheckis the floor. - Run all commands from repo root. Verify CWD with
pwdif a previous step may have changed it. - Never claim "verified" or "done" without the passing output. Silence is not a pass.
Build pipeline (CRITICAL)
.mtsfiles undersrc/are the source..mjsfiles inbin/,lib/,test/are generated bytsc.- Direct edits to
.mjsfiles are wiped on nextnpm run buildand fail CI'sgit diff --exit-code -- bin test lib pluginsinvariant. PR #66 was rejected for exactly this; PRs #73/#74 shipped the fix. - After editing
.mts:npm run buildregenerates the.mjs. Commit both.
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 · 111 lines · 4,435 tokens per session scan A 9cbc87ae494f
continuous-improvement AGENTS.md is an instructions file published in the GitHub repository naimkatiman/continuous-improvement (7 stars, last pushed 8d ago), licensed MIT. It adds 4,435 tokens to every session, about $0.0222 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.
Other instructions, from other repositories
cupcake CLAUDE.md
Instructions for eqtylab/cupcake, covering cupcake system overview, policy engine (wasm/rego) details, 1. routing vs. policy execution (critical), 2. opa rego v1 migration (critical) and 3. decisions & synthesis.
cupcake security-review.instructions.md
Instructions for eqtylab/cupcake, covering custom review instructions for github copilot ai reviewer, branch overview, what is cupcake?, key concepts and metadata.
cupcake pr-review.instructions.md
Instructions for eqtylab/cupcake, covering cupcake pr review guide, project overview, high-level architecture, core flow and key components.
matt-skills-with-to-goal CLAUDE.md
Instructions for tt-a1i/matt-skills-with-to-goal: Skills are organized into bucket folders under skills/.
ephemeral-sandbox CLAUDE.md
Instructions for Ephemeral-AI-Lab/ephemeral-sandbox, covering claude.md, project, engineering practice (required), build & test and sandbox tools.
klaudiush CLAUDE.md
Instructions for smykla-skalski/klaudiush, covering claude.md, project overview, commands, completion (shell completion scripts) and doctor (diagnose setup and configuration).