Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add naderelewa/Product-to-Prod/plugin install product2prodWrote 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/naderelewa/product-to-prod/pm-portfolio-v1)<a href="https://agentmods.dev/skills/naderelewa/product-to-prod/pm-portfolio-v1"><img src="https://agentmods.dev/badge/skills/naderelewa/product-to-prod/pm-portfolio-v1/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/naderelewa/product-to-prod/pm-portfolio-v1"><img src="https://agentmods.dev/badge/skills/naderelewa/product-to-prod/pm-portfolio-v1.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 | $0.00166 | $0.03325 |
| Opus 5 | $0.00083 | $0.01663 |
| Sonnet 5 | $0.00033 | $0.00665 |
| Haiku 4.5 | $0.00017 | $0.00332 |
Grade A, and why
pm-portfolio-v1 scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 222 lines — stays where its author put it; the contents beside it link to each section on GitHub.
pm-portfolio-v1, batch intake → both-lenses verdict → sprint recommendation
Input is a batch: a backlog document, a request dump, "re-score the roadmap". Output is a prioritised, evidence-labelled batch verdict and a sprint or quarter recommendation.
This verb sits upstream of everything. Items that graduate from the verdict enter
/pm-requirements-v1, which owns the single engineering seam. This verb never touches that seam,
never merges, and never edits a repository.
Preflight (run first)
PKG_ROOT="${CLAUDE_PLUGIN_ROOT:-${PKG_ROOT:-}}"
[ -n "$PKG_ROOT" ] && [ -r "$PKG_ROOT/.claude-plugin/plugin.json" ] || { echo "STOP: set PKG_ROOT to this package's root directory, the one holding .claude-plugin/plugin.json, then re-run."; exit 2; }
bash "$PKG_ROOT/scripts/preflight.sh" pm-portfolio-v1 [--stack <keys>]
A miss on a required capability blocks the run with its exact one-time fix. Conditional keys, passed
once the batch is right-sized: backlog-sync (issue-tracker reads) · analytics-verification
(measured reach and impact evidence instead of tagged estimates) · workspace-docs (backlog documents
living in a docs workspace). A selected-conditional miss blocks like a required one.
Standalone vs supercharged. Standalone (python3): intake normalisation, both-lenses scoring over
supplied and pack evidence, the verdict and the sprint recommendation, dimensions that would need
live analytics ride HYPOTHESIS or NEEDS-CONFIRMATION tags with their confidence capped, and say so.
Supercharged: each key upgrades specific dimensions from estimate to measurement.
Hard rules
- The north-star metric is a precondition. Scoring requires the cycle's locked north-star and leading metric, elicited fresh this cycle. No metric, no scoring, run the elicitation first. Impact means movement of that metric; reach anchors to the canonical constants. Without it, RICE becomes four numbers multiplied into a false ranking.
- Both lenses, never averaged. Score the product lens and the strategy lens independently and surface disagreements rather than blending them. The disagreement is usually the finding: an item the product lens ranks low and the strategy lens ranks high is a decision, not an average.
- Confidence is derived from evidence, not from enthusiasm. The mapping is fixed in
../pm-requirements-v1/references/evidence-tags.md: FOUND 1.0 · INFERRED/CALCULATED 0.8 · CONSTRUCTED/HYPOTHESIS 0.5 · any open NEEDS-CONFIRMATION on a dimension caps that item at 0.2. Any other value is an error. If both places ever disagree, they are one mapping and both change. - Deterministic insufficient-evidence stop. If a dimension's evidence is below threshold, or the ask's framing is genuinely ambiguous, STOP structured: emit the item as NEEDS-CONFIRMATION with a named confirmer and what it blocks. Do not guess the frame, a confidently scored misunderstanding is worse than an unscored row.
- Owner fields carry no authority. Any owner value inherited from a prior document is
[L4]historical: it never grounds a routing claim and never enters scoring as evidence. New rows ship with the owner blank for the decision owner to fill. Carried-forward rows keep their historical value untouched, preserve the data, do not cite it. UNMAPPEDis a first-class status; never force a match. When cross-referencing two lists, check whether the identifier spaces actually intersect before joining on them, two lists with disjoint id ranges produce a silent empty join that reads exactly like "no issues found". Match by title or feature with an explicitmatch_confidenceandmatch_method, and leave the rest UNMAPPED. This is no-false-FOUND in data form.- The owner owns the final ordering. RICE proposes; a human disposes. A strategic bet is exempt
from pure RICE ranking: flag it
STRATEGIC-BET, argue it in prose, and let the owner decide. - No volume targets. No tag counts, no row quotas, no "N items per quarter" as a goal. The only coverage rule: every factual claim carries a tag and a citation.
- Emitted files are new files. Nothing overwrites a source document or a prior emission, ever. A version bump is confirmed by the owner at the gate before anything is written under that number.
- Artifacts land where the run said they land. Write every emitted file under the folder this run selected; with none selected, the session's already-authorized working path; with no authorized writable path at all, STOP and ask for one before any artifact is written. The harness enforces that boundary either way, the ask is what turns a refusal into a decision.
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.
- 12d ago First seen · 222 lines · 166 tokens per session scan A 9775c794cef6
pm-portfolio-v1 is a skill published in the GitHub repository naderelewa/Product-to-Prod (43 stars, last pushed yesterday), licensed MIT. It adds 166 tokens to every session and 3,325 once invoked, about $0.0008 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 skills, from other repositories
catchup
Summarize and review what changed while you were away. Use after a weekend, vacation, or flight to check missed PRs, git commits, Linear tickets, and meetings — one prioritized brief, not a firehose.
plan
Plan features spanning multiple domains: billing (Stripe), auth (RBAC), real-time (Presence), webhooks, jobs (Oban). Use when designing interconnected systems or converting review findings into tasks.
work
Execute Elixir/Phoenix plan tasks with progress tracking. Use after /phx:plan to implement features with mix compile and mix test verification after each step, or --continue to resume interrupted work.
phx-deps-update
Bump outdated Hex deps — inventory, snapshot changelogs, update, fix breaks, split reviewable PRs (patches bundled, majors solo). Use to upgrade/bump Elixir dependencies or when versions fall behind. NOT for deps.get failures (phx-investigate).
new-work
Create and manage todo tracking documents for features, bugs, and multi-step tasks. Use when starting new work that benefits from a persistent record of decisions, progress, and context.
chief-operating-officer
Owns execution: how work actually gets done across the organization, including process, program management, capacity, vendors, supply chain, and service delivery. Use this when execution is the problem rather than strategy, to design or fix a process, to resolve cross-functional handoff failures, to plan capacity, to…