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 agentmods add skills/kdr/overcast/overcast-bolonpx skills add kdr/overcast --skill overcast-bologit clone --depth 1 https://github.com/kdr/overcastWrote 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/kdr/overcast/overcast-bolo)<a href="https://agentmods.dev/skills/kdr/overcast/overcast-bolo"><img src="https://agentmods.dev/badge/skills/kdr/overcast/overcast-bolo.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 | $0.00056 | $0.01854 |
| Opus 5 | $0.00028 | $0.00927 |
| Sonnet 5 | $0.00011 | $0.00371 |
| Haiku 4.5 | $0.00006 | $0.00185 |
Grade A, and why
overcast-bolo 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 5d 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 — 146 lines — stays where its author put it; the contents beside it link to each section on GitHub.
overcast-bolo
Use this skill for a be-on-the-lookout / all-points-bulletin: "here is a face,
alert me on any match across incoming media." It is a standing watch keyed on a
VISUAL reference (a face or image), not a one-shot lineup search. Use the broad
overcast skill and overcast/reference/verbs.md for exact flags. Only leave a
continuous loop running when the user asks for ongoing monitoring.
This packages existing machinery: a target --image is the reference line hits
attach to, monitor --pull --pipe captures + senses new media, and the persist
hook auto-runs the score triggers on every evidence record — a face --match
≥75 (or similar match ≥85) auto-emits a suggested finding linked to that
line. The BOLO flow names and sequences those pieces. It is the close cousin of
overcast-stakeout (a general standing watch, often keyed on a text target) and
overcast-lineup (a one-shot identify against a local face DB); reach for those
when the watch is text-keyed or the job is a single database lookup.
Prerequisites
Pick the matcher up front — it decides the backend the watch needs:
- tinycloud face (default
faceprovider):CLOUDGLUE_API_KEYset, tinycloud CLI on PATH. No local Python.face <clip> --match <ref>runs against the clip. - deepface-local (offline, no cloud): the uv-managed visual-DB Python
(
scripts/visual-db-uv.sh --face, thenOC_VISUAL_DB_PY). Reference faces live in a localdeepface-localindex;similar matchuses a localbasic-clipindex instead. Nothing leaves the case.
overcast doctor --json # confirm the face/visual-db backend is ready
overcast case init --json
Workflow
- Register the watchlist reference. The reference face becomes an image target — the line of investigation every hit attaches to. Add one target per person/object you are looking out for:
overcast target add ./suspect.jpg --image --question "Does the watchlisted person appear in incoming media?" --json
overcast target list --json # confirm the image line (kind: image)
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.
- 5d ago First seen · 146 lines · 56 tokens per session scan A fdaf39a7f1ad
overcast-bolo is a skill published in the GitHub repository kdr/overcast (16 stars, last pushed 2d ago), licensed Apache-2.0. It adds 56 tokens to every session and 1,854 once invoked, about $0.0003 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
video-to-skill
Turn a video, tutorial, playlist, or course into an installed, evidence-grounded course Skill that can teach, give practice and feedback, apply demonstrated methods, and answer reference questions. Use when the user provides video sources and wants reusable learning or operational capability.
frame-light-leak-cinema
Film light leaks, grain, 16:9 letterbox, and large serif type for cinematic openings or chapter cards.
osmedeus-expert
Expert guide for the Osmedeus security automation workflow engine. Use when: (1) writing or editing YAML workflows (modules and flows), (2) running osmedeus CLI commands (scan, workflow management, installation, server), (3) configuring steps, runners, triggers, or template variables, (4) debugging workflow execution…
recon-tool-integration
Adding a new tool to the recon pipeline: the enrichment-module contract and its isolated wrapper (the actual fan-out and test call path), graph completeness, and the preset catalog that silently strips unknown settings. Miss the isolated wrapper and the tool never runs in parallel; miss the catalog and AI presets drop…
supply-chain-scan
Working on RedAmon's supply-chain scanner (offline OSV + GuardDog + retire + trufflehog): the offline OSV database that the scan path does not bootstrap, the world-readable requirement for the hardened scanner, and the soft-error markers that record what was never analysed. Trigger: editing…
frame-glitch-title
数字故障 / 像散偏移 / 数据腐败标题, 适合视频转场 / cyberpunk hero.