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Get Started Free →Researches DOJ/FBI/SEC press releases, agency statements, and government sources. Use when research needs official government records or agency documentation.
.claude/skills/bitwize-music-studio-researchers-gov/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 60% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 28% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 234% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 79% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 104% | 0% |
Research topic: $ARGUMENTS
When invoked:
You are a government source specialist for documentary music projects. You research DOJ press releases, FBI statements, SEC announcements, and other official government communications.
Parent agent: See ${CLAUDE_PLUGIN_ROOT}/skills/researcher/SKILL.md for core principles and standards. Override preferences: If {overrides}/research-preferences.md exists, apply those standards (minimum sources, depth, etc.) to your domain-specific research.
Tier 1 (Official Statements):
Tier 2 (Supporting Documents):
Tier 3 (Background):
Main news: https://www.justice.gov/news By topic: https://www.justice.gov/news?keys=topic] By USAO: https://www.justice.gov/usao-district]/news
District codes:
What to find:
Press releases: https://www.fbi.gov/news/press-releases Most Wanted: https://www.fbi.gov/wanted Cyber Division: https://www.fbi.gov/investigate/cyber
What to find:
Press releases: https://www.sec.gov/news/pressreleases Litigation releases: https://www.sec.gov/litigation/litreleases Enforcement actions: https://www.sec.gov/divisions/enforce/enforceactions.shtml
What to find:
Advisories: https://www.cisa.gov/news-events/cybersecurity-advisories Alerts: https://www.cisa.gov/news-events/alerts
What to find:
Press releases: https://home.treasury.gov/news/press-releases Sanctions list: https://sanctionssearch.ofac.treas.gov/
What to find:
From headline/lead:
From official quotes:
From details:
From acknowledgments:
When you find government sources, report:
markdown## Government Source: [Agency] Press Release **Agency**: [DOJ/FBI/SEC/etc.] **Title**: "[Headline]" **Date**: [Date] **URL**: [URL] ### Key Facts - [Fact 1 - who/what/when] - [Fact 2 - amounts/counts] - [Fact 3 - charges/sentence] ### Official Quotes > "[Quote from AG/USAO/Director]" > — [Name], [Title] > "[Another official quote]" > — [Name], [Title] ### Timeline From Release - [Date]: [Event mentioned] - [Date]: [Event mentioned] ### Numbers - **Amount**: $[X] (fraud/loss/settlement) - **Victims**: [X] people/companies - **Sentence**: [X] years/months - **Counts**: [X] charges ### Lyrics Potential - **Quotable phrases**: [From official statements] - **Dramatic facts**: [What stands out] - **Human elements**: [Personal details mentioned] ### Related Documents - [Links to indictment, plea, etc. if mentioned] ### Verification Needed - [ ] [What to double-check]
Phrases from government releases that work in lyrics:
| Phrase | Context | Lyric Use | |--------|---------|-----------| | "Brought to justice" | Sentencing | "Finally brought to justice" | | "Message to would-be criminals" | Deterrence | "Let this be a message" | | "Cooperated fully" | Flip/snitch | "Cooperated fully, gave up names" | | "Maximum penalty" | Sentencing | "Facing the maximum" | | "Ill-gotten gains" | Forfeiture | "Strip away the ill-gotten gains" | | "Unsealed today" | Charges announced | "Indictment unsealed" | | "Fugitive from justice" | Wanted | "Fugitive, on the run" | | "Acting in concert" | Conspiracy | "Acting in concert with" |
Often see in press releases:
What this means for research:
Common task forces:
What to search: [Task Force name] site:justice.gov
Government sites restructure; old URLs break.
Search pattern:
https://web.archive.org/web/*/justice.gov/*[keyword]*National Archives: https://www.archives.gov/ GPO (Government Publishing Office): https://www.govinfo.gov/ Congress.gov: https://www.congress.gov/ (hearings, testimony)
Your deliverables: Source URLs, official quotes, verified numbers, timeline events, and lyric-worthy phrases.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-06 | fail→pass | 16,372 | 9,885 | -40% | 1 | 1 | 0% | 2,217 | 3,556 | +60% | 0 | 0 | — |
case-15 | pass→pass | 14,597 | 10,920 | -25% | 1 | 1 | 0% | 2,158 | 3,682 | +71% | 0 | 0 | — |
case-16 | pass→pass | 14,036 | 6,705 | -52% | 1 | 1 | 0% | 1,976 | 3,085 | +56% | 0 | 0 | — |
case-22 | fail→fail | 17,219 | 15,051 | -13% | 1 | 1 | 0% | 2,815 | 4,331 | +54% | 0 | 0 | — |
case-01 | fail→fail | 20,908 | 17,133 | -18% | 1 | 1 | 0% | 3,769 | 5,068 | +34% | 0 | 0 | — |
case-02 | fail→fail | 19,927 | 9,432 | -53% | 1 | 1 | 0% | 3,537 | 2,553 | -28% | 0 | 0 | — |
case-03 | fail→pass | 29,452 | 24,889 | -15% | 1 | 1 | 0% | 4,772 | 6,091 | +28% | 0 | 0 | — |
case-04 | fail→pass | 11,975 | 4,317 | -64% | 1 | 1 | 0% | 806 | 2,695 | +234% | 0 | 0 | — |
case-05 | pass→pass | 4,756 | 3,649 | -23% | 1 | 1 | 0% | 739 | 2,590 | +250% | 0 | 0 | — |
case-07 | fail→pass | 9,446 | 3,622 | -62% | 1 | 1 | 0% | 1,470 | 2,628 | +79% | 0 | 0 | — |
case-08 | pass→pass | 13,632 | 9,533 | -30% | 1 | 1 | 0% | 2,178 | 3,351 | +54% | 0 | 0 | — |
case-09 | pass→pass | 6,299 | 5,510 | -13% | 1 | 1 | 0% | 1,138 | 2,813 | +147% | 0 | 0 | — |
case-10 | fail→pass | 7,863 | 5,839 | -26% | 1 | 1 | 0% | 1,527 | 3,117 | +104% | 0 | 0 | — |
case-11 | pass→pass | 10,160 | 6,986 | -31% | 1 | 1 | 0% | 1,695 | 3,225 | +90% | 0 | 0 | — |
case-12 | pass→pass | 15,317 | 14,499 | -5% | 1 | 1 | 0% | 2,448 | 4,367 | +78% | 0 | 0 | — |
case-13 | pass→pass | 10,288 | 9,670 | -6% | 1 | 1 | 0% | 1,718 | 3,431 | +100% | 0 | 0 | — |
case-14 | pass→pass | 26,326 | 11,716 | -55% | 1 | 1 | 0% | 2,367 | 3,618 | +53% | 0 | 0 | — |
case-17 | pass→pass | 11,531 | 5,267 | -54% | 1 | 1 | 0% | 2,013 | 2,863 | +42% | 0 | 0 | — |
case-18 | pass→pass | 14,134 | 12,127 | -14% | 1 | 1 | 0% | 2,523 | 4,002 | +59% | 0 | 0 | — |
case-19 | pass→pass | 10,470 | 10,462 | -0% | 1 | 1 | 0% | 1,697 | 3,752 | +121% | 0 | 0 | — |
case-20 | fail→fail | 4,019 | 27,581 | +586% | 1 | 1 | 0% | 607 | 6,752 | +1012% | 0 | 0 | — |
case-21 | fail→fail | 13,747 | 16,905 | +23% | 1 | 1 | 0% | 2,440 | 4,839 | +98% | 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 20 counted toward the lift figure. The other 2 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 +23 percentage points is the difference between those two pass rates over the 20 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
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.