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/jamillazarev/multica-ops/claude-mdgit clone --depth 1 https://github.com/jamillazarev/multica-opsWrote 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/jamillazarev/multica-ops/claude-md)<a href="https://agentmods.dev/instructions/jamillazarev/multica-ops/claude-md"><img src="https://agentmods.dev/badge/instructions/jamillazarev/multica-ops/claude-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 5.1 | $0.01552 | $0.01552 |
| Opus 5 | $0.00776 | $0.00776 |
| Sonnet 5 | $0.00310 | $0.00310 |
| Haiku 4.5 | $0.00155 | $0.00155 |
Grade A, and why
multica-ops CLAUDE.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 6d 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 — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
This is the skill's own repository
Development of the skill, not use of it. Reading this from inside another project means the routing went wrong: a workspace built with the skill carries its own generated guide, and that guide governs there — this file governs only work on this source tree. Runtimes load a plugin's skills, never its root guide, so the two cannot meet by accident.
The full contract is AGENTS.md — read it before changing anything of consequence, and GLOSSARY.md plus PATTERNS.md before writing prose others will read. What follows is the loop this file exists to stop anyone re-deriving once a session.
This repository is not a company Mops operates. It ships the skill; nothing here is a
workspace under migration, so there is no UPGRADES.md and none is owed.
The session loop
- Change — one home per rule, cited from everywhere else, never restated. When a rule turns out not to hold, the repair is a form, not a stronger sentence — measured here more than once. A capability ships with four things or it ships incomplete: a form where the rule can fail, a mutation test asserting what that form refuses, a scenario with the fixture it needs, and a door — AGENTS.md → What a capability owes before it ships, which carries the measurement behind each one. Missing one is a sentence in the commit message saying which and why, never a silence.
- Lenses on anything of consequence — deletion · adversarial · contradiction · cold-read — by a reader who did not write it, each reporting even when it found nothing. Not optional for a minor or major; a patch may skip them.
- Showcase every new mechanic where a reader will meet it: a diagram where the shape is the explanation (we draw in mermaid), a situation in USE-CASES.md, and a fact in sources/SOURCES.md when the claim is about the outside world. A wording-only change owes none of these — say so rather than inventing one.
- Checks, exit codes captured first —
cmd > /tmp/out 2>&1; rc=$?— then read the tail:bash scripts/preflight.sh·python3 scripts/verify.py --live·python3 scripts/fetch-source.py --verifythen--verify-citations·python3 scripts/tests/test_issues_helpers.py· and every shipped guard's mutation suite —test-migration-hook.sh·test-migrate-layout.sh·test-outward-gate.sh·test-rule-home.sh·test-map-blocks.sh·test-dispatch-nudge.sh·test-preflight-checks.sh. Each one's load-bearing assertion is about what its holder refuses, so a suite left out of this list is a guard nobody re-checks. Green is evidence about the corpus, never about behaviour — behaviour is the eval suite's job, and a minor or major is not tagged withoutevals/runs/<version>.md. Thenpython3 scripts/coverage-map.pyand readevals/COVERAGE.md: a holder with no test and a version with no run record both show up there first. - Changelog entry (capability first — it is the migration map
/multica-ops:upgradereads) → bump every manifest (the sweep runs inside preflight, so a straggler fails rather than ships) → README roadmap pruned of what landed. - Tag — only on the owner's word (see Versioning), then the GitHub Release whose notes are the entry whole with its heading collapsed to a bare italic date.
- Site:
cd ~/Dev/ai && python3 scripts/generate.py ~/Dev/multica-ops— the generator takes the source repo as its one argument and dies onIndexErrorwithout it — then commit and push that repo too. Then watch the deploy land: it deploys continuously, so a skipped regen silently ships the previous pages against the new tag — and continuously is a habit of the integration, not a guarantee. Measured 2026-08-08: the 0.4.1 regen (e84cb2c) reached GitHub at 04:20 and Vercel never built it; production stayed on the 03:32 build until 0.4.2 pushed past it, so the site served 0.4.0 for two releases while both repos looked clean. Confirm a deployment exists for that SHA and reachedREADY, not that the push succeeded. A new page-worthy file needs a route in the generator first. - Installs on this machine:
bash scripts/find-installs.sh, follow each row's route, run it again, and read theRESULT:line — that line is the canon, not a remembered count. Machines differ, installs come and go, and a runtime the script does not know yet gets added to it when met. - Memory: update the project memory file with what shipped and what is owed.
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.
- 6d ago First seen · 89 lines · 1,552 tokens per session scan A 0839bbfdae40
multica-ops CLAUDE.md is an instructions file published in the GitHub repository jamillazarev/multica-ops (10 stars, last pushed 7d ago), licensed Apache-2.0. It adds 1,552 tokens to every session, about $0.0078 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
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growmos AGENTS.md
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akidevrule CLAUDE.md
Instructions for lacvietanh/akidevrule, covering akidevrule, project role, source of truth, file naming conventions and rule authoring principles.
awesome-agent-infrastructure CLAUDE.md
Instructions for backblaze-labs/awesome-agent-infrastructure, covering claude.md — awesome-agent-infrastructure, what this list is, scope and files, schema, workflow, rules.