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 skills add alonf/specrew --skill process-quality-scoringgit clone --depth 1 https://github.com/alonf/specrewWrote 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/alonf/specrew/process-quality-scoring)<a href="https://agentmods.dev/skills/alonf/specrew/process-quality-scoring"><img src="https://agentmods.dev/badge/skills/alonf/specrew/process-quality-scoring.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 | $0.00000 | $0.00395 |
| Opus 5 | $0.00000 | $0.00198 |
| Sonnet 5 | $0.00000 | $0.00079 |
| Haiku 4.5 | $0.00000 | $0.00040 |
Grade A, and why
process-quality-scoring 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.
What it actually says
Process Quality Scoring
Purpose
Turn iteration lifecycle artifacts into a lightweight, reviewable process-quality score without waiting for the full end-to-end harness.
Reusable Pattern
- Resolve iteration directories from
specs/*/iterations/*. - Read
plan.mdfirst and treat**Status**:as the phase source of truth. - Build an expected-artifact matrix from the lifecycle contract:
- planning →
plan.md - executing →
plan.md,state.md,drift-log.md - reviewing → add
review.md - retro / complete → add
retro.md
- planning →
- Score artifact adherence by checking required artifact presence.
- Score phase adherence by flagging status/artifact contradictions (for example
review.mdduringplanning, orcompletewithoutretro.md). - Return structured output first; layer human-readable report formatting later.
- When adding a Markdown report before the full harness exists, render the current process metrics plainly and mark outcome or later-slice criteria as Deferred instead of inventing placeholder scores.
- Treat
test-results\process-quality-report.mdas an on-demand generated artifact unless the contract explicitly requires another report path; review the writer path by invokingtests\support\process-quality-scorer.ps1 -WriteReportand then inspect the rendered Markdown for the required sections. - For closeout reviews, run the scorer after creating
review.mdorretro.md; it will catch stale iteration status/artifact combinations (for exampleretro.mdexisting whileplan.mdstill saysexecuting) even when other validators stay green.
When To Reuse
- Iteration governance audits
- Early process-quality scoring slices
- CI-friendly lifecycle scoring before report generation exists
- Process-slice report generation where the full FR-015 outcome scorer is still deferred
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 First seen · 29 lines · 0 tokens per session scan A c3986bad52fb
process-quality-scoring is a skill published in the GitHub repository alonf/specrew (54 stars, last pushed 5d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 395 tokens. 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.
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