Borrowing it
Nothing to install: this file belongs to benwu95/prospec. 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/benwu95/prospec/main/.agents/skills/prospec-review/SKILL.mdgit clone --depth 1 https://github.com/benwu95/prospecWrote 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/benwu95/prospec/prospec-review)<a href="https://agentmods.dev/skills/benwu95/prospec/prospec-review"><img src="https://agentmods.dev/badge/skills/benwu95/prospec/prospec-review/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/benwu95/prospec/prospec-review"><img src="https://agentmods.dev/badge/skills/benwu95/prospec/prospec-review.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 | $0.00108 | $0.04998 |
| Opus 5.5 | $0.00043 | $0.01999 |
| Sonnet 5.5 | $0.00022 | $0.01000 |
| Haiku 4.5 | $0.00011 | $0.00500 |
Grade A, and why
prospec-review 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 — 195 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prospec Review Skill
Activation
When triggered, briefly describe:
- That an independent reviewer (fresh context) will audit the entire change diff between implement and verify
- That only verifier-confirmed criticals are auto-fixed; majors are proposed and passed to verify as WARN
- That the loop converges to zero unresolved critical or escalates to you at a hard cap — review never silently passes
CLI Prerequisite (required)
The prospec CLI is a required file for this skill — its deterministic steps call
prospeccommands. Probe BEFORE any other step; there is no manual fallback.
- Run
prospec --version(Bash). - Command not found / not executable → STOP. Ask the user to install the prospec standalone
executable — the one-click installer script from the project README (macOS/Linux
install.sh, Windowsinstall.ps1) or a release binary from GitHub Releases; prospec is NOT published to npm. Then re-run this skill. - Version older than 2.10.0 → STOP. Report the installed vs required version and ask the user to upgrade, then re-run this skill.
Hand-executing a CLI-owned mutation is NEVER the fallback — that re-introduces the nondeterministic serialization this contract exists to remove.
Evidence uses snapshot-v2 / repository-inputs-v2: working-tree content of git index members. Unchanged members and effective content preserve evidence across staging and equivalent commits. Revalidate legacy records once.
Startup Loading
- [STABLE] Run
prospec constitution show --station review(Bash) - [STABLE] MANDATORY — Read
references/review-format.mdfor the severity contract, review.md format, and reviewer lenses - [DYNAMIC] Read
.prospec/changes/[name]/tasks.md,plan.md,delta-spec.md,proposal.md— the contract this change must honour - [DYNAMIC] Read
prospec/ai-knowledge/_conventions.md+ each affected moduleREADME.md— patterns and ripple effects - [DYNAMIC] Compute the change diff relative to the branch base (
git diff), reviewing source + tests; exclude generated artifacts (dist/, lockfiles, deployed skills)
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 Changed · +2 lines 89c1581b70e4
- 4d ago Changed · +2 lines 899d5e82e926
- 9d ago Changed 4991de7bf454
- 12d ago Changed ed555abb8dc1
- 13d ago Changed 29419358a34d
- 16d ago Changed cc72878aaec6
- 17d ago Changed aecaecc2a369
- 20d ago Changed 5b1601a3e51a
- 23d ago Changed d8ca678fc0fa
- 25d ago First seen · 191 lines · 108 tokens per session scan A b7142feb8b79
prospec-review is a skill published in the GitHub repository benwu95/prospec (6 stars, last pushed yesterday), licensed MIT. It adds 108 tokens to every session and 4,998 once invoked, about $0.0004 per session on Opus 5.5. 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.
prospec-review compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| prospec-reviewbenwu95/prospec | Skill | 6 | yesterday | MIT | A | 108 | Claude Code, Codex |
| ospec-goalclawplays/ospec | Skill | 390 | 2mo ago | MIT | A | 29 | Codex |
| ospecclawplays/ospec | Skill | 390 | 2mo ago | MIT | A | 26 | Claude Code, Codex |
| ospec-changeclawplays/ospec | Skill | 390 | 2mo ago | MIT | A | 18 | Codex |
| review-spdzhu1090093659/spec_driven_develop | Skill | 993 | 3mo ago | MIT | A | 72 | Claude Code |
| code-reviewdanweinerdev/claude-sdd-planner | Skill | 2 | 1mo ago | MIT | A | 38 | Claude Code |
| sdd-code-reviewdanweinerdev/claude-sdd-planner | Skill | 2 | 1mo ago | MIT | A | 28 | Claude Code |