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 agents/oxbshw/watch-skill/aidergit clone --depth 1 https://github.com/oxbshw/watch-skillWhat 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 | $0.00000 | $0.00489 |
| Opus 5 | $0.00000 | $0.00244 |
| Sonnet 5 | $0.00000 | $0.00098 |
| Haiku 4.5 | $0.00000 | $0.00049 |
Grade A, and why
aider 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 2d 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.
What it actually says
Watch Skill in Aider
Status: documentation-verified ☑ — via the CLI, not MCP.
Aider has no MCP client. The RFC is open and the exploratory pull requests
were closed unmerged, so as of v0.86.x there is nothing to paste an
mcpServers block into. Anyone offering you one for Aider is describing a
third-party bridge, not Aider.
That is fine here, because the MCP server is a wrapper around a CLI that Aider can already run.
Install
uv tool install "watch-skill[standard]" # or: pipx install "watch-skill[standard]"
watch-skill doctor
watch-skill needs to be on PATH, since Aider will shell out to it.
Use it
Inside an Aider session, /run executes a command and offers its output to
the model as context:
/run watch-skill watch "https://youtu.be/..." --detail balanced
Aider asks whether to add the output to the chat — say yes, and the report, its timestamps, and the frame paths become part of the conversation.
Follow-ups do not re-process anything:
/run watch-skill ask <video_id> "when does the checkout total go wrong?"
/run watch-skill search "pricing decision"
A recording of a bug
The case Aider is good at — you have a screen recording of a failure and want the fix in the same session:
/run watch-skill extract bug-report <video_id>
That prints a fileable report with the exact frame and timestamp, which Aider can then act on against the source.
Notes
- Add
--transcript-onlywhen you want the words and not the frames; it skips the visual pass and is much faster. - Output is markdown on stdout and progress on stderr, so
/runpicks up the report without the noise. - If Aider ships an MCP client, this page becomes the fallback rather than
the route — the same
watch-skill serveevery other client here uses will apply.
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.
- 2d ago First seen · 64 lines · 0 tokens per session scan A c8769510bb08
aider is an agent published in the GitHub repository oxbshw/watch-skill (320 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 489 tokens. 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 agents, from other repositories
project-auditor
Read-only health audit of the VibeFrame monorepo. Use for a periodic project review — structure, CLI/doc drift, dead code, dependency hygiene, test/lint health, and tech debt — producing a prioritized cleanup plan. Proposes actions; does not make sweeping edits.
AGENTS.motiscope
Agent "AGENTS.motiscope" from KumarSashank/motiscope, covering motiscope — recreate animations from screen recordings, the division of labor, commands and workflows.
qa-reviewer
Deterministic reviewer persona for manual agent-dispatch checks.
custom_agent
Execute a custom agent configuration by its UUID.
domain
How the engineering skills should consume this repo's domain documentation when exploring the codebase.
query_flow_agent
Query Flow Agent for data product query workflow management.