body-camera-incident-summary
Transforms police body camera transcripts into structured 10-section legal summaries with timestamp-cited verbatim statements, constitutional issue spotting, evidence inventory, and probable cause articulation. Maintains strict neutrality for all parties. Use when analyzing BWC footage for discovery, pre-trial prep, or trial. Trigger: body camera, BWC, body worn camera, officer footage, use of force review, incident summary.
Best use case
body-camera-incident-summary is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Transforms police body camera transcripts into structured 10-section legal summaries with timestamp-cited verbatim statements, constitutional issue spotting, evidence inventory, and probable cause articulation. Maintains strict neutrality for all parties. Use when analyzing BWC footage for discovery, pre-trial prep, or trial. Trigger: body camera, BWC, body worn camera, officer footage, use of force review, incident summary.
Teams using body-camera-incident-summary should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/body-camera-incident-summary/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How body-camera-incident-summary Compares
| Feature / Agent | body-camera-incident-summary | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Transforms police body camera transcripts into structured 10-section legal summaries with timestamp-cited verbatim statements, constitutional issue spotting, evidence inventory, and probable cause articulation. Maintains strict neutrality for all parties. Use when analyzing BWC footage for discovery, pre-trial prep, or trial. Trigger: body camera, BWC, body worn camera, officer footage, use of force review, incident summary.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Body Camera Incident Summary Produces a neutral 10-section legal summary from police body camera transcripts. Every factual claim cited `[HH:MM:SS]`. All dialogue verbatim — never paraphrase. Flag recording gaps at point of occurrence. ## Prerequisites 1. **Transcript(s)** — complete BWC transcript(s); load all officer feeds if multiple 2. **Supplemental materials** (optional) — incident reports, dispatch logs, officer statements 3. **Matter phase** — discovery, pre-trial, or trial (affects emphasis) ## Quick Start 1. Ingest all BWC transcripts and supplemental materials 2. Produce sections 1–10 in order below 3. Cite every factual claim `[HH:MM:SS]`; cross-reference timestamps across camera angles for force/search events 4. Flag issues in Section 10 with category tags and recommended next steps ## Output Sections ### 1. Case Information | Field | Content | |-------|---------| | Date/Time | Recording start with time zone | | Officers | Name, badge, role (primary/backup/supervisor/K-9/FTO) | | Location | Address or intersection, city, county, state | | Tracking IDs | Case no., incident no., CAD no. | | Duration | Final timestamp; note late start or early cutoff | | Technical deficiencies | Muted segments, obstructed views, interrupted recording | State absent info explicitly — never infer. ### 2. Executive Summary 4–6 sentences: initiating event (traffic stop, Terry stop, dispatch, warrant, community caretaking), escalation/de-escalation arc, disposition (arrest/cite/release), primary legal issues (4A stop/search, Miranda, Graham v. Connor, qualified immunity). ### 3. Participant Identification - **Subjects**: name/alias `[timestamp]`, warrants, probation/parole, medical/intoxication indicators - **Officers**: name, badge, role; FTO/trainee relationship - **Third parties**: relationship to subject; detained, questioned, or released ### 4. Chronological Timeline Strict `[HH:MM:SS]` narrative at each inflection point: | Milestone | Document | |-----------|----------| | Initiating event | Articulated basis — violation, RS factors, dispatch info | | Search discussions | Complete officer dialogue revealing legal theory | | Detention → arrest | PC statement; formal arrest language | | Miranda | Verbatim warnings + subject response to each component | | Each search | Scope, justification, temporal relation to consent/PC | | Use of force | Commands (exact) → subject response type → force applied → interval → injury/medical | | Contraband | Legal basis (plain view/consent/SITA/other); ownership claims verbatim | | Database/dispatch | Warrant hits, effect on PC development | | Supervisor arrival | Timestamp, stated purpose | | Evidence collection | On-scene chain of custody actions | ### 5. Constitutional & Procedural Analysis **4th Amendment** - Stop validity: traffic (*Whren*), Terry (*Terry v. Ohio*), extension (*Rodriguez*) - Consent: exact language + response; voluntariness (*Schneckloth v. Bustamonte*) - PC warrantless: *Carroll* (vehicle); inventory pretext analysis - SITA: *Gant* (vehicle), *Riley* (cell phone) - K-9: sniff justification, detention duration, alert description, *Florida v. Harris* **5th Amendment / Miranda** - Custody attachment moment; verbatim warnings; flag deviations - Waiver: knowing/voluntary/intelligent (*Colorado v. Connelly*) - Invocations: exact language; *Edwards* / *Davis* compliance - Post-invocation questioning → suppression flag **Use of Force — Graham v. Connor** - Severity of crime; immediate threat; active resistance/flight - Force proportionality; temporal gap (compliance → continued force) - Contemporaneous justification verbatim; flag post-hoc rationalization **Arrest Authority** — PC articulation; warrant or warrantless analysis **Additional**: 1A (recording police), 6A (counsel invocation), state constitutional provisions, *Brady/Giglio* disclosure ### 6. Physical Evidence Catalog Table per item: description, discovery timestamp, location, legal basis, ownership claims, chain of custody actions. Detail by type: - **Controlled substances**: type, form, packaging, field test, weight, use vs. distribution indicators - **Firearms**: type, make/model, loaded status, serial - **Currency**: denominations, total, forfeiture warnings - **Paraphernalia**: items, residue, usable quantities ### 7. Verbatim Statements & Legal Admissions Format: `"[exact quote]" — [SPEAKER] [HH:MM:SS]` Organize by category: admissions/inculpatory, exculpatory/denials, rights invocations (note officer response), inconsistent statements (chronological), excited utterances, third-party statements, comprehension/capacity disclosures. Excerpt lengthy statements with ellipses. Never paraphrase statements bearing on legal interpretation. ### 8. Officer Observations & PC Articulation | Type | Capture | |------|---------| | Olfactory | Odor description, source, fresh vs. burnt; alcohol breath vs. vehicle | | Visual | Furtive movements, plain view items, impairment indicators | | Auditory | Slurred speech, concealment sounds, overheard conversations | | Training/experience | Verbatim interpretations | | Standardized tests | FSTs, PBT result, DRE findings, refusals | | Threat/safety | Weapon bulges, posturing, environmental factors | Reproduce RS/PC articulation verbatim. Flag post-hoc rationalization. ### 9. Disposition & Post-Arrest - **Arrests**: charges (felony/misdemeanor), enhancements - **Citations**: violation, court date - **Releases**: stated reason (may reveal evidentiary weakness) - **Vehicles**: impound basis, inventory procedures, third-party release - **Evidence**: lab submissions, safekeeping, currency forfeiture - **Transport**: destination, medical clearance - **Post-arrest statements**: Miranda status; patrol vehicle admissions - **Victims/witnesses**: contact info, injury documentation, protective orders ### 10. Critical Issues for Further Review Flag each with category tag, specific facts, legal framework, and recommended next step. | Tag | Issue | |-----|-------| | `[SUPPRESS]` | 4A/5A violation → suppression motion | | `[MIRANDA]` | Equivocal invocation; post-invocation questioning | | `[FORCE]` | Disproportionate force; Graham excessive force claim | | `[GAP]` | Audio/video deficiency at critical moment | | `[CONFLICT]` | Timestamp/narrative inconsistency | | `[DISCOVERY]` | Brady/Giglio material; informant disclosure | | `[POLICY]` | Department policy deviation; municipal liability | | `[WITNESS]` | Bystander location; chain of custody deficiency | | `[EXPERT]` | Training/certification requiring review | ## Pitfalls - **Neutrality**: Document inculpatory and exculpatory evidence with equal precision - **Absent info**: Affirmatively state when data is missing — never infer or speculate - **Verbatim standard**: Never paraphrase rights invocations, consent exchanges, or admissions - **Multiple feeds**: Cross-reference timestamps across camera angles for force and search events - **Jurisdiction**: US federal floor; note state provisions providing greater protection - **Uncertain citations**: Mark with `[VERIFY]`