Borrowing it
Nothing to install: this file belongs to pvliesdonk/paperless-mcp. 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/pvliesdonk/paperless-mcp/main/.agents/skills/self-reviewing/SKILL.mdgit clone --depth 1 https://github.com/pvliesdonk/paperless-mcpWrote 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/skills/pvliesdonk/paperless-mcp/self-reviewing)<a href="https://agentmods.dev/skills/pvliesdonk/paperless-mcp/self-reviewing"><img src="https://agentmods.dev/badge/skills/pvliesdonk/paperless-mcp/self-reviewing/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/skills/pvliesdonk/paperless-mcp/self-reviewing"><img src="https://agentmods.dev/badge/skills/pvliesdonk/paperless-mcp/self-reviewing.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 | $0.00069 | $0.03254 |
| Opus 5.5 | $0.00028 | $0.01302 |
| Sonnet 5.5 | $0.00014 | $0.00651 |
| Haiku 4.5 | $0.00007 | $0.00325 |
Grade A, and why
self-reviewing 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 24d 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.
This is a copy
94% identical to self-reviewing — 35 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 274 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Self-review
This skill is the local self-review a change gets before its diff becomes someone else's problem: before a reviewer reads it, before a hosted bot spends the maintainer's tokens on it, before a fix costs a public push. It produces a findings report — it is not a gate. It never grants or withholds permission to push, and no ruleset requires it; deterministic CI remains the only merge gate. What it asks instead is honest convergence: every finding you report gets fixed or explicitly justified, in writing, before the push.
The review confirms preparation; it rarely discovers. Every criterion below is derived from files already open to you — the rules files, the diff, the code's own comments, the git history — so a clean first pass over a diff you wrote carefully is the normal outcome, not a lucky one.
When to run
- Before
gh pr create(or your agent's equivalent) on a fresh branch. - Before flipping a draft PR to ready.
- Before any push that updates a branch with an open PR.
- On request, against any named PR, branch, or range.
Small diffs are cheap to review; "docs-only" and "obvious" diffs are where contradicted comments and rule violations hide. Run it anyway.
Select the range
Review the cumulative diff — the same one every post-push reviewer sees — never "since my last push".
- Resolve the base ref, in this order of authority:
- the base the invoker explicitly named — an explicit instruction beats recorded metadata (a stacked PR may need a comparison GitHub's recorded base does not give);
- otherwise the PR's actual base branch, when a PR exists
(
gh pr view --json baseRefName); - only as fallback, derive it: the nearest of
origin/<default>,origin/release/*andorigin/integration/*by ancestry (the same derivationscripts/structural_gate.shuses). Never assumemain: a PR targetingrelease/X.Yor a stacked PR reviewed against the default branch sweeps in the base branch's whole divergence or misses the backport's scope. Anintegration/<epic>→mainPR is the one exception to reviewing the whole range as new: every child was reviewed on its way into the integration branch. Review what those reviews could not see — the conflict resolutions in each merge ofmain(git log --remerge-diff --merges "origin/$BASE_REF..HEAD", git 2.36+), semantic conflicts withmain, whether the children fit together and the docs describe the finished result, and the release impact (breaking markers, theCloseslines).docs/deployment/integration-branches.mdcovers the rebased case.
- Compute and check the endpoints before reviewing:
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.
- 24d ago First seen · 274 lines · 69 tokens per session scan A 1a80b12b6bb8
self-reviewing is a skill published in the GitHub repository pvliesdonk/paperless-mcp (1 stars, last pushed today), licensed MIT. It adds 69 tokens to every session and 3,254 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 94% identical to self-reviewing, differing in 35 lines, and is treated as a copy.
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