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Get Started Free →The `gh` for Forgejo — works with any instance, stores your data locally, and speaks Forgejo natively. Trigger phrases: `check my forgejo issues`, `list pull requests on forgejo`, `create a release on codeberg`, `runner status across orgs`, `upload release assets to forgejo`, `use fj`, `use forgejo-pp-cli`.
.claude/skills/mvanhorn-pp-forgejo/SKILL.md| Model | Eval pass | Runs |
|---|---|---|
| gemini-3.6-flash | 100% | 16 |
| gemini-3.1-pro-preview | 100% | 1 |
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-10 | ✗→✓ | ▲ Improved | 223% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 449% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 195% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 81% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 133% | 0% |
This skill drives the forgejo-pp-cli binary. You must verify the CLI is installed before invoking any command from this skill. If it is missing, install it first:
bash npx -y @mvanhorn/printing-press-library install forgejo --cli-only
forgejo-pp-cli --version$GOPATH/bin (or $HOME/go/bin) is on $PATH.If the npx install fails (no Node, offline, etc.), fall back to a direct Go install (requires Go 1.26.6 or newer):
bashgo install github.com/mvanhorn/printing-press-library/library/developer-tools/forgejo/cmd/forgejo-pp-cli@latest
If --version reports "command not found" after install, the install step did not put the binary on $PATH. Do not proceed with skill commands until verification succeeds.
fj brings GitHub CLI-level ergonomics to every Forgejo instance: multi-host auth with OAuth2 device flow, offline-searchable local SQLite, cross-repo dashboards, and Forgejo-specific features (runner management, ActivityPub, repo migration) that no other tool exposes. Works with Codeberg, self-hosted instances, and Forgejo Cloud with the same command surface.
Use fj when working with any Forgejo or Codeberg instance from the command line: triage issues across multiple repos, manage PRs and releases, monitor CI and runners, or script release pipelines. Especially suited for teams running self-hosted Forgejo who want gh-equivalent ergonomics without being on GitHub.
These capabilities aren't available in any other tool for this API.
issue dashboard — See all your open issues across every repo (and every Forgejo host) in one sorted table — no browser, no tab-switching._Use this when you need a triage-ready list of issues spanning multiple repos or instances without opening a browser._
bash fj issue dashboard --all-hosts --assignee @me --label bug --agent
notification inbox — One inbox for all your Forgejo instances — Codeberg, company Forgejo, university instance — sorted by recency with a host column._Use when a contributor works across multiple Forgejo instances and needs to triage notifications without switching browser profiles._
bash fj notification inbox --all-hosts --unread --since 24h --agent
issue sweep — Find issues with no activity past a threshold, label them, post a comment, and optionally close — with --dry-run and confirmation before acting._Use during weekly triage automation to keep the issue tracker clean without per-issue web UI clicks._
bash fj issue sweep --stale-after 90d --label stale --comment 'No activity in 90 days. Closing unless updated.' --dry-run --agent
pr queue — Your pending reviews across all repos in one view — PRs where you are a requested reviewer, with CI check status and approval counts._Use to surface your pending review obligations across multiple repos without opening each repo's PR list individually._
bash fj pr queue --all-repos --review-requested @me --json --agent
runner sweep — See the status of every Actions runner across all your orgs in one pass — flag offline runners, watch live with --watch._Use when administering a self-hosted Forgejo instance with multiple org-scoped runners that need monitoring._
bash fj runner sweep --all-orgs --watch --json --agent
ci status — Pass/fail status of the latest CI run per repo (or per branch) across all watched repos, with --watch for live tailing._Use before cutting a release to confirm all repos are green, or to monitor CI state across a multi-repo service._
bash fj ci status --all-repos --branch main --watch --json --agent
release changelog — Auto-generate a grouped changelog between two tags from closed issues and merged PRs — label-grouped, markdown or JSON output._Use to generate release notes during a publish workflow without manually scanning the PR list._
bash fj release changelog v1.2.0 v1.3.0 --owner myorg --repo myproject --format md --section bug,feature,break --agent
release upload — Upload release assets with a real progress bar, automatic retry on failure, and post-upload size verification — not silent curl._Use during release pipelines where large binary uploads need to be reliable and observable._
bash fj release upload v1.3.0 ./dist/*.tar.gz --owner myorg --repo myproject --retry 3 --progress
activitypub — Manage activitypub
forgejo-pp-cli activitypub instance-actor — Returns the instance's Actorforgejo-pp-cli activitypub instance-actor-inbox — Send to the inboxforgejo-pp-cli activitypub instance-actor-outbox — Display the outbox (always empty)forgejo-pp-cli activitypub person — Returns the Person actor for a userforgejo-pp-cli activitypub person-activity — Get a specific activity of the userforgejo-pp-cli activitypub person-activity-note — Get a specific activity object of the userforgejo-pp-cli activitypub person-feed — List the user's recorded activityforgejo-pp-cli activitypub person-inbox — Send to the inboxforgejo-pp-cli activitypub repository — Returns the Repository actor for a repoforgejo-pp-cli activitypub repository-inbox — Send to the inboxforgejo-pp-cli activitypub repository-outbox — Display the outboxadmin — Manage admin
forgejo-pp-cli admin add-rule-to-quota-group — Adds a rule to a quota groupforgejo-pp-cli admin add-user-to-quota-group — Add a user to a quota groupforgejo-pp-cli admin adopt-repository — Adopt unadopted files as a repositoryforgejo-pp-cli admin create-hook — Create a hookforgejo-pp-cli admin create-org — Create an organizationforgejo-pp-cli admin create-public-key — Add an SSH public key to user's accountforgejo-pp-cli admin create-quota-group — Create a new quota groupforgejo-pp-cli admin create-quota-rule — Create a new quota ruleforgejo-pp-cli admin create-repo — Create a repository on behalf of a userforgejo-pp-cli admin create-user — Create a user accountforgejo-pp-cli admin cron-list — List cron tasksforgejo-pp-cli admin cron-run — Run cron taskforgejo-pp-cli admin delete-hook — Delete a hookforgejo-pp-cli admin delete-quota-group — Delete a quota groupforgejo-pp-cli admin delete-quota-rule — Deletes a quota ruleforgejo-pp-cli admin delete-runner — Delete a particular runner, no matter whether it is a global runner or scoped to an organization, user, or repositoryforgejo-pp-cli admin delete-unadopted-repository — Delete unadopted filesforgejo-pp-cli admin delete-user — Delete user accountforgejo-pp-cli admin delete-user-emails — Delete email addresses from a user's accountforgejo-pp-cli admin delete-user-public-key — Remove a public key from user's accountforgejo-pp-cli admin edit-hook — Update a hookforgejo-pp-cli admin edit-quota-rule — Change an existing quota ruleforgejo-pp-cli admin edit-user — Edit an existing userforgejo-pp-cli admin get-action-run-jobs — Get action run jobsforgejo-pp-cli admin get-all-emails — List all users' email addressesforgejo-pp-cli admin get-all-orgs — List all organizationsforgejo-pp-cli admin get-hook — Get a hookforgejo-pp-cli admin get-quota-group — Get information about the quota groupforgejo-pp-cli admin get-quota-rule — Get information about a quota ruleforgejo-pp-cli admin get-registration-token — This operation has been deprecated in Forgejo 15.forgejo-pp-cli admin get-runner — Get a particular runner, no matter whether it is a global runner or scoped to an organization, user, or repositoryforgejo-pp-cli admin get-runner-registration-token — This operation has been deprecated in Forgejo 15.forgejo-pp-cli admin get-runners — Get all runners, no matter whether they are global runners or scoped to an organization, user, or repositoryforgejo-pp-cli admin get-user-quota — Get the user's quota infoforgejo-pp-cli admin list-hooks — List global (system) webhooksforgejo-pp-cli admin list-quota-groups — List the available quota groupsforgejo-pp-cli admin list-quota-rules — List the available quota rulesforgejo-pp-cli admin list-user-emails — List all email addresses for a userforgejo-pp-cli admin list-users-in-quota-group — List users in a quota groupforgejo-pp-cli admin register-runner — Register a new global runnerforgejo-pp-cli admin remove-rule-from-quota-group — Removes a rule from a quota groupforgejo-pp-cli admin remove-user-from-quota-group — Remove a user from a quota groupforgejo-pp-cli admin rename-user — Rename a userforgejo-pp-cli admin search-emails — Search users' email addressesforgejo-pp-cli admin search-run-jobs — This operation has been deprecated in Forgejo 15.forgejo-pp-cli admin search-users — Search users according filter conditionsforgejo-pp-cli admin set-user-quota-groups — Set the user's quota groups to a given list.forgejo-pp-cli admin unadopted-list — List unadopted repositoriesforgejo-version — Manage forgejo version
forgejo-pp-cli forgejo-version — Returns the version of the running applicationgitignore — Manage gitignore
forgejo-pp-cli gitignore get-template-info — Returns information about a gitignore templateforgejo-pp-cli gitignore list-templates — Returns a list of all gitignore templateslabel — Manage label
forgejo-pp-cli label get-template-info — Returns all labels in a templateforgejo-pp-cli label list-templates — Returns a list of all label templateslicenses — Manage licenses
forgejo-pp-cli licenses get-template-info — Returns information about a license templateforgejo-pp-cli licenses list-templates — Returns a list of all license templatesmarkdown — Manage markdown
forgejo-pp-cli markdown render — Render a markdown document as HTMLforgejo-pp-cli markdown render-raw — Render raw markdown as HTMLmarkup — Manage markup
forgejo-pp-cli markup — Render a markup document as HTMLnodeinfo — Manage nodeinfo
forgejo-pp-cli nodeinfo — Returns the nodeinfo of the Forgejo applicationnotifications — Manage notifications
forgejo-pp-cli notifications notify-get-list — List users's notification threadsforgejo-pp-cli notifications notify-get-thread — Get notification thread by IDforgejo-pp-cli notifications notify-new-available — Check if unread notifications existforgejo-pp-cli notifications notify-read-list — Mark notification threads as read, pinned or unreadforgejo-pp-cli notifications notify-read-thread — Mark notification thread as read by IDorg — Manage org
orgs — Manage orgs
forgejo-pp-cli orgs create — Create an organizationforgejo-pp-cli orgs delete — Delete an organizationforgejo-pp-cli orgs edit — Edit an organizationforgejo-pp-cli orgs get — Get an organizationforgejo-pp-cli orgs get-all — List all organizationspackages — Manage packages
forgejo-pp-cli packages delete — Delete a packageforgejo-pp-cli packages get — Gets a packageforgejo-pp-cli packages link — Link a package to a repositoryforgejo-pp-cli packages list — Gets all packages of an ownerforgejo-pp-cli packages unlink — Unlink a package from a repositoryrepos — Manage repos
forgejo-pp-cli repos delete — Delete a repositoryforgejo-pp-cli repos edit — Edit a repository's properties. Only fields that are set will be changed.forgejo-pp-cli repos get — Get a repositoryforgejo-pp-cli repos issue-search-issues — Search for issues across the repositories that the user has access toforgejo-pp-cli repos migrate — Migrate a remote git repositoryforgejo-pp-cli repos search — Search for repositoriesrepositories — Manage repositories
forgejo-pp-cli repositories <id> — Get a repository by idsettings — Manage settings
forgejo-pp-cli settings get-general-apisettings — Get instance's global settings for apiforgejo-pp-cli settings get-general-attachment — Get instance's global settings for Attachmentforgejo-pp-cli settings get-general-repository — Get instance's global settings for repositoriesforgejo-pp-cli settings get-general-uisettings — Get instance's global settings for uisigning-key-gpg — Manage signing key gpg
forgejo-pp-cli signing-key-gpg — Get default signing-key.gpgsigning-key-ssh — Manage signing key ssh
forgejo-pp-cli signing-key-ssh — Get default signing-key.sshteams — Manage teams
forgejo-pp-cli teams org-delete — Delete a teamforgejo-pp-cli teams org-edit — Edit a teamforgejo-pp-cli teams org-get — Get a teamtopics — Manage topics
forgejo-pp-cli topics — Search for topics by keyworduser — Manage user
forgejo-pp-cli user add-email — Add an email addresses to the current user's accountforgejo-pp-cli user block — Blocks a user from the doerforgejo-pp-cli user check-quota — Check if the authenticated user is over quota for a given subjectforgejo-pp-cli user create-current-repo — Create a repositoryforgejo-pp-cli user create-hook — Create a hookforgejo-pp-cli user create-oauth2-application — Creates a new OAuth2 applicationforgejo-pp-cli user create-variable — Create a user-level variableforgejo-pp-cli user current-check-following — Check whether a user is followed by the authenticated userforgejo-pp-cli user current-check-starring — Whether the authenticated is starring the repoforgejo-pp-cli user current-delete-follow — Unfollow a userforgejo-pp-cli user current-delete-gpgkey — Remove a GPG public key from current user's accountforgejo-pp-cli user current-delete-key — Delete a public keyforgejo-pp-cli user current-delete-star — Unstar the given repoforgejo-pp-cli user current-get-gpgkey — Get a GPG keyforgejo-pp-cli user current-get-key — Get a public keyforgejo-pp-cli user current-list-followers — List the authenticated user's followersforgejo-pp-cli user current-list-following — List the users that the authenticated user is followingforgejo-pp-cli user current-list-gpgkeys — List the authenticated user's GPG keysforgejo-pp-cli user current-list-keys — List the authenticated user's public keysforgejo-pp-cli user current-list-repos — List the repos that the authenticated user ownsforgejo-pp-cli user current-list-starred — The repos that the authenticated user has starredforgejo-pp-cli user current-list-subscriptions — List repositories watched by the authenticated userforgejo-pp-cli user current-post-gpgkey — Add a GPG public key to current user's accountforgejo-pp-cli user current-post-key — Create a public keyforgejo-pp-cli user current-put-follow — Follow a userforgejo-pp-cli user current-put-star — Star the given repoforgejo-pp-cli user current-tracked-times — List the current user's tracked timesforgejo-pp-cli user delete-avatar — Delete avatar of the current user. It will be replaced by a default oneforgejo-pp-cli user delete-email — Delete email addresses from the current user's accountforgejo-pp-cli user delete-hook — Delete a hookforgejo-pp-cli user delete-oauth2-application — Delete an OAuth2 applicationforgejo-pp-cli user delete-runner — Delete a particular user-level runnerforgejo-pp-cli user delete-secret — Delete a secret in a user scopeforgejo-pp-cli user delete-variable — Delete a user-level variable which is created by current doerforgejo-pp-cli user edit-hook — Update a hookforgejo-pp-cli user get-current — Get the authenticated userforgejo-pp-cli user get-hook — Get a hookforgejo-pp-cli user get-oauth2-application — Get an OAuth2 applicationforgejo-pp-cli user get-oauth2-applications — List the authenticated user's oauth2 applicationsforgejo-pp-cli user get-quota — Get quota information for the authenticated userforgejo-pp-cli user get-runner — Get a particular runner that belongs to the userforgejo-pp-cli user get-runner-registration-token — This operation has been deprecated in Forgejo 15.forgejo-pp-cli user get-runners — Get the user's runnersforgejo-pp-cli user get-settings — Get current user's account settingsforgejo-pp-cli user get-stop-watches — Get list of all existing stopwatchesforgejo-pp-cli user get-variable — Get a user-level variable which is created by current doerforgejo-pp-cli user get-variables-list — Get the user-level list of variables which is created by current doerforgejo-pp-cli user get-verification-token — Get a Token to verifyforgejo-pp-cli user list-blocked — List the authenticated user's blocked usersforgejo-pp-cli user list-emails — List all email addresses of the current userforgejo-pp-cli user list-hooks — List the authenticated user's webhooksforgejo-pp-cli user list-quota-artifacts — List the artifacts affecting the authenticated user's quotaforgejo-pp-cli user list-quota-attachments — List the attachments affecting the authenticated user's quotaforgejo-pp-cli user list-quota-packages — List the packages affecting the authenticated user's quotaforgejo-pp-cli user list-teams — List all the teams a user belongs toforgejo-pp-cli user org-list-current-orgs — List the current user's organizationsforgejo-pp-cli user register-runner — Register a new user-level runnerforgejo-pp-cli user search-run-jobs — Search for user's action jobs according filter conditionsforgejo-pp-cli user unblock — Unblocks a user from the doerforgejo-pp-cli user update-avatar — Update avatar of the current userforgejo-pp-cli user update-oauth2-application — Update an OAuth2 application, this includes regenerating the client secretforgejo-pp-cli user update-secret — Create or Update a secret value in a user scopeforgejo-pp-cli user update-settings — Update settings in current user's accountforgejo-pp-cli user update-variable — Update a user-level variable which is created by current doerforgejo-pp-cli user verify-gpgkey — Verify a GPG keyusers — Manage users
forgejo-pp-cli users get — Get a userforgejo-pp-cli users search — Search for usersWhen you know what you want to do but not which command does it, ask the CLI directly:
bashforgejo-pp-cli which "<capability in your own words>"
which resolves a natural-language capability query to the best matching command from this CLI's curated feature index. Exit code 0 means at least one match; exit code 2 means no confident match — fall back to --help or use a narrower query.
bashfj issue dashboard --all-hosts --assignee @me --label bug --agent --select title,repo,updated_at,url
Pulls all bug-labeled issues assigned to you across every configured host into a compact agent-readable list.
bashfj release changelog v1.2.0 v1.3.0 --format md | fj release create --tag v1.3.0 --notes-from-stdin
Generates a changelog from closed issues and merged PRs between two tags, pipes it into a new release.
bashfj release upload v1.3.0 ./dist/*.tar.gz --retry 3 --progress
Uploads binaries with progress bar and automatic retry on network failure.
bashfj issue sweep --stale-after 90d --label stale --dry-run --agent --select number,title,last_activity
Shows which issues would be labeled stale without making any changes — review before running without --dry-run.
bashfj runner sweep --all-orgs --watch --json --agent --select name,status,last_online,org
Streams runner status across all org scopes every 10 seconds; pipe to a Slack webhook for alerts.
Set your Forgejo personal access token via the FORGEJO_TOKEN environment variable or forgejo-pp-cli auth set-token <token>. Use auth setup to print the steps for generating a token, auth status to verify the current credential, and auth logout to clear it. Multi-host profiles and OAuth2 device flow are not yet implemented.
Run forgejo-pp-cli doctor to verify setup.
Add --agent to any command. Expands to: --json --compact --no-input --no-color --yes.
--select keeps a subset of fields. Dotted paths descend into nested structures; arrays traverse element-wise. Critical for keeping context small on verbose APIs:bash forgejo-pp-cli forgejo-version --agent --select id,name,status
--dry-run shows the request without sending--idempotent only when an already-existing create should count as success, and --ignore-missing only when a missing delete target should count as successCommands that read from the local store or the API wrap output in a provenance envelope:
json{ "meta": {"source": "live" | "local", "synced_at": "...", "reason": "..."}, "results": <data> }
Parse .results for data and .meta.source to know whether it's live or local. A human-readable N results (live) summary is printed to stderr only when stdout is a terminal AND no machine-format flag (--json, --csv, --compact, --quiet, --plain, --select) is set — piped/agent consumers and explicit-format runs get pure JSON on stdout.
When you (or the agent) notice something off about this CLI, record it:
forgejo-pp-cli feedback "the --since flag is inclusive but docs say exclusive"
forgejo-pp-cli feedback --stdin < notes.txt
forgejo-pp-cli feedback list --json --limit 10Entries are stored locally at ~/.local/share/forgejo-pp-cli/feedback.jsonl. They are never POSTed unless FORGEJO_FEEDBACK_ENDPOINT is set AND either --send is passed or FORGEJO_FEEDBACK_AUTO_SEND=true. Default behavior is local-only.
Write what surprised you, not a bug report. Short, specific, one line: that is the part that compounds.
Every command accepts --deliver <sink>. The output goes to the named sink in addition to (or instead of) stdout, so agents can route command results without hand-piping. Three sinks are supported:
| Sink | Effect | |------|--------| | stdout | Default; write to stdout only | | file:<path> | Atomically write output to <path> (tmp + rename) | | webhook:<url> | POST the output body to the URL (application/json or application/x-ndjson when --compact) |
Unknown schemes are refused with a structured error naming the supported set. Webhook failures return non-zero and log the URL + HTTP status on stderr.
A profile is a saved set of flag values, reused across invocations. Use it when a scheduled agent calls the same command every run with the same configuration - HeyGen's "Beacon" pattern.
forgejo-pp-cli profile save briefing --json
forgejo-pp-cli --profile briefing forgejo-version
forgejo-pp-cli profile list --json
forgejo-pp-cli profile show briefing
forgejo-pp-cli profile delete briefing --yesExplicit flags always win over profile values; profile values win over defaults. agent-context lists all available profiles under available_profiles so introspecting agents discover them at runtime.
| Code | Meaning | |------|---------| | 0 | Success | | 2 | Usage error (wrong arguments) | | 3 | Resource not found | | 4 | Authentication required | | 5 | API error (upstream issue) | | 7 | Rate limited (wait and retry) | | 10 | Config error |
Parse $ARGUMENTS:
help, or --help → show forgejo-pp-cli --help outputinstall → ends with mcp → MCP installation; otherwise → see Prerequisites above--agent)bash go install github.com/mvanhorn/printing-press-library/library/developer-tools/forgejo/cmd/forgejo-pp-mcp@latest
bash claude mcp add forgejo-pp-mcp -- forgejo-pp-mcp
claude mcp listwhich forgejo-pp-cliIf not found, offer to install (see Prerequisites at the top of this skill).
--agent flag:bash forgejo-pp-cli <command> [subcommand] [args] --agent
forgejo-pp-cli <command> --help.| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 21,309 | 9,422 | -56% | 1 | 1 | 0% | 3,297 | 7,365 | +123% | 0 | 0 | — |
case-02 | fail→fail | 21,760 | 5,549 | -74% | 1 | 1 | 0% | 3,303 | 7,309 | +121% | 0 | 0 | — |
case-03 | fail→fail | 18,036 | 6,176 | -66% | 1 | 1 | 0% | 2,617 | 7,284 | +178% | 0 | 0 | — |
case-04 | pass→pass | 8,671 | 26,122 | +201% | 1 | 1 | 0% | 1,708 | 7,877 | +361% | 0 | 0 | — |
case-05 | pass→pass | 13,472 | 13,013 | -3% | 1 | 1 | 0% | 2,588 | 9,622 | +272% | 0 | 0 | — |
case-10 | fail→pass | 12,997 | 3,690 | -72% | 1 | 1 | 0% | 2,358 | 7,613 | +223% | 0 | 0 | — |
case-06 | pass→pass | 7,480 | 8,407 | +12% | 1 | 1 | 0% | 1,428 | 8,199 | +474% | 0 | 0 | — |
case-07 | fail→pass | 9,369 | 2,334 | -75% | 1 | 1 | 0% | 1,340 | 7,355 | +449% | 0 | 0 | — |
case-08 | fail→pass | 15,678 | 4,612 | -71% | 1 | 1 | 0% | 2,622 | 7,722 | +195% | 0 | 0 | — |
case-09 | fail→pass | 27,851 | 4,157 | -85% | 1 | 1 | 0% | 4,183 | 7,583 | +81% | 0 | 0 | — |
case-11 | fail→pass | 20,867 | 9,231 | -56% | 1 | 1 | 0% | 3,260 | 7,584 | +133% | 0 | 0 | — |
case-12 | fail→pass | 14,909 | 6,297 | -58% | 1 | 1 | 0% | 3,111 | 7,839 | +152% | 0 | 0 | — |
case-13 | fail→pass | 12,706 | 2,813 | -78% | 1 | 1 | 0% | 1,755 | 7,366 | +320% | 0 | 0 | — |
case-14 | fail→pass | 12,437 | 2,180 | -82% | 1 | 1 | 0% | 1,725 | 7,341 | +326% | 0 | 0 | — |
case-15 | fail→pass | 10,381 | 3,879 | -63% | 1 | 1 | 0% | 1,967 | 7,460 | +279% | 0 | 0 | — |
case-16 | fail→pass | 12,320 | 4,339 | -65% | 1 | 1 | 0% | 1,453 | 7,559 | +420% | 0 | 0 | — |
case-17 | fail→pass | 15,001 | 7,001 | -53% | 1 | 1 | 0% | 2,040 | 7,486 | +267% | 0 | 0 | — |
case-18 | fail→pass | 10,111 | 4,519 | -55% | 1 | 1 | 0% | 1,740 | 7,561 | +335% | 0 | 0 | — |
case-19 | fail→pass | 12,967 | 3,400 | -74% | 1 | 1 | 0% | 2,414 | 7,477 | +210% | 0 | 0 | — |
case-20 | fail→pass | 12,290 | 8,199 | -33% | 1 | 1 | 0% | 2,151 | 7,810 | +263% | 0 | 0 | — |
case-21 | fail→pass | 14,949 | 5,326 | -64% | 1 | 1 | 0% | 2,138 | 7,313 | +242% | 0 | 0 | — |
case-22 | fail→fail | 18,756 | 6,154 | -67% | 1 | 1 | 0% | 3,355 | 7,309 | +118% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 18 counted toward the lift figure. The other 4 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +68 percentage points is the difference between those two pass rates over the 18 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.