Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Jamie-BitFlight/claude_skillsnpx agentmods add skills/jamie-bitflight/claude_skills/review-against-solid-principlesWrote 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/jamie-bitflight/claude_skills/review-against-solid-principles)<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/review-against-solid-principles"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/review-against-solid-principles/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/jamie-bitflight/claude_skills/review-against-solid-principles"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/review-against-solid-principles.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00034 | $0.00524 |
| Opus 5 | $0.00017 | $0.00262 |
| Sonnet 5 | $0.00007 | $0.00105 |
| Haiku 4.5 | $0.00003 | $0.00052 |
Grade A, and why
review-against-solid-principles scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Review Against SOLID Principles — Ensemble (Arm B)
Fixed paths (relative to this arm directory, the claude -p working directory):
- Ruleset:
../ruleset/solid-rules.json - Targets: every
*.pyunder../corpus/cases/ - Worker reports:
./findings/workers/(absolute path when calling the planner/workers) - Final output:
./findings/findings.md - Ensemble scripts:
plan_ensemble.pyandreduce.pyfrom the ensemble-rule-review skill. From this arm directory they are at../../../plugins/plugin-creator/skills/ensemble-rule-review/scripts/; the runner may pass an absolute path instead — use whichever it provides.
-
Plan (deterministic). Run the planner over the shared ruleset, with
./findings/workers/(as an ABSOLUTE path) as the report dir:uv run <scripts>/plan_ensemble.py ../ruleset/solid-rules.json \ --report-dir "$(pwd)/findings/workers" --window 2 --jsonUse the worker assignment and recommended keep-threshold from the planner's output.
-
Map (parallel). Spawn the
principles-revieweragent once per worker in the plan. Give each itsgroups+ per-grouprulesas YOUR RULE SLICE, the identical targets (all files under../corpus/cases/), and its planneroutfile. Run all workers in one parallel batch. Workers writelocationascorpus/cases/<file>:<line>. -
Reduce (deterministic). Merge by corroboration on
(group, location)and write the ranked result to./findings/findings.md:uv run <scripts>/reduce.py "$(pwd)/findings/workers" --glob 'worker-*.md' \ --keep-threshold 2 > ./findings/findings.md
The reduced, ranked findings in ./findings/findings.md are the arm's output — the scorer parses
them against ../corpus/gold.json.
Each principles-reviewer worker emits the fixed candidate schema.
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.
- 8d ago First seen · 45 lines · 34 tokens per session scan A 21c078c14a90
review-against-solid-principles is a skill published in the GitHub repository Jamie-BitFlight/claude_skills (66 stars, last pushed today), licensed MIT. It adds 34 tokens to every session and 524 once invoked, about $0.0002 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 2026-09-03.
Other skills, from other repositories
autoreview
Pre-commit/ship code review: Codex default; optional Claude or Pi.
omh-code-review
This is a Hermes-native code-review workflow skill.
revdiff-plan
Review the last Codex assistant message (plan, analysis, or proposal) with inline annotations in a TUI overlay. Extracts the most recent response from Codex rollout files and opens it in revdiff for review and annotation. Activates on "revdiff-plan", "review plan with revdiff", "annotate plan", "review last response"…
code-reviewer
Code review specialist focused on patterns, bugs, security, and performance.
full-repo-review
Comprehensive four-wave review of all repo source files, producing a prioritized issue backlog.
agent-teams-simplify-and-harden
Implementation + audit loop using parallel agent teams with structured simplify, harden, and document passes. Spawns implementation agents to do the work, then audit agents to find complexity, security gaps, and spec deviations, then loops until code compiles cleanly, all tests pass, and auditors find zero issues or…