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 commands/closedloop-ai/claude-plugins/shallowgit clone --depth 1 https://github.com/closedloop-ai/claude-pluginsWhat 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 | $0.00028 | $0.00597 |
| Opus 5 | $0.00014 | $0.00298 |
| Sonnet 5 | $0.00006 | $0.00119 |
| Haiku 4.5 | $0.00003 | $0.00060 |
Grade A, and why
shallow 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 2d 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 — 39 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Shallow Code Review (PLN-807)
This command is shorthand for /start --depth shallow. Follow every instruction in ${CLAUDE_PLUGIN_ROOT}/commands/start.md verbatim, with one binding:
DEPTH = "shallow" for the entire run. Pass --depth shallow to every helper that accepts the flag (notably prepare-run, hygiene, review-state-read, and review-state-write).
What shallow does
| Component | shallow | standard | deep |
|---|---|---|---|
| Hygiene (deterministic) | ✓ | ✓ | ✓ |
| signal_extraction | ✗ | ✓ | ✓ |
| coverage_critic | ✗ | ✓ | ✓ |
| bug_hunter_a (partitioned at >5000 LOC) | ✓ | ✓ | ✓ |
| bug_hunter_b | ✓ | ✓ | ✓ |
| unified_auditor | ✓ | ✓ | ✓ |
| critic-gates.json domain critics | ✗ | ✓ (≤3) | ✓ (≤5) |
| Verifier | ✓ | ✓ | ✓ |
| fast_path_reviewer (auto on tiny PRs) | ✓ (auto) | ✓ (auto) | ✓ (auto) |
When to use
- Quick sanity check on a focused bugfix.
- Cross-repo CI where you want predictable behavior regardless of
critic-gates.jsonshape. - "Just find the obvious bugs" — bug-finding fleet intact; opinion-layer agents skipped.
When NOT to use
If the PR is > 3000 LOC, touches schema/migrations, or modifies public API surfaces (plugin.json, index.ts, init.py), shallow will emit a tier_mismatch_nudge MEDIUM finding (category Coverage) suggesting --depth standard. Pay attention to that nudge — those are the cases shallow's missing reviewers commonly catch.
Execution
Follow start.md from "0a. Resolve plugin root" through every gate and stage, with DEPTH = "shallow" substituted into every helper invocation. The run plan emitted by prepare-run --depth shallow includes the core pipeline minus 10 standard-only stages (signal extraction, coverage planning/critic, budget arbitrate, derive/verify spawn-spec). The walker behavior is otherwise unchanged. stage_19c_derive_static_spec runs in place of stage_19b_derive_spawn_spec and produces an arbitrate_status: "static" spec with BHA × N + BHB + unified_auditor.
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.
- 2d ago First seen · 39 lines · 28 tokens per session scan A c2e65a3a1991
shallow is a command published in the GitHub repository closedloop-ai/claude-plugins (103 stars, last pushed 4d ago), licensed Apache-2.0. It adds 28 tokens to every session and 597 once invoked, about $0.0001 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 2026-08-30.
Other commands, from other repositories
README
Git workflow and quality assurance commands for the claude-skills repository.
agentlas-cloud
Staff a task only from the signed-in owner's Agent Cloud agents.
research-perplexity
Run a deep research query using Perplexity's /research mode via Playwright browser automation. This is an alternative to /export-to-council that uses Perplexity's dedicated research mode instead of multi-model council.
dispatcher
Pick the next-best repo to work on across the portfolio — rank free repos, recommend one, claim its lease atomically, and route to the entry command.
tldr
Re-apply TLDR rules for this turn (verdict first, no filler).
execute
Interactive workflow for workspace isolation, pane-delegated implementation, testing, review, and cleanup.