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/franciscothiesen/mirror_bridge/bind-cppnpx skills add FranciscoThiesen/mirror_bridge --skill bind-cppgit clone --depth 1 https://github.com/FranciscoThiesen/mirror_bridgeWhat 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 | $0.00076 | $0.00799 |
| Opus 5 | $0.00038 | $0.00400 |
| Sonnet 5 | $0.00015 | $0.00160 |
| Haiku 4.5 | $0.00008 | $0.00080 |
Grade A, and why
bind-cpp scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Binding C++ with mirror_bridge
mirror_bridge auto-discovers every struct/class in a directory of C++ headers and compiles a binding module. Nobody writes binding code: not the user, not you.
Procedure
-
Locate the toolchain. Try in order:
mirror_bridge version(pip install:pip install mirror-bridge)- The
mirror_bridgeMCP tools, if connected (generate_bindings,doctor,check_binding_drift) docker run --rm -v "$PWD:/workspace" -w /workspace ghcr.io/franciscothiesen/mirror_bridge:latest bash tools/mirror_bridge ...(inside a mirror_bridge checkout)
If none works, suggest
pip install mirror-bridge(requires Docker) and stop. -
Generate. Always use
--jsonand parse stdout (it is exactly one JSON object; progress goes to stderr):mirror_bridge generate <header_dir> --module <name> --lang python --json--langchoices:python,lua,js,all. Extra include roots:-I <dir>. -
On failure, read
errors[].suggestion— it names the fix. The common loop:-
"member type has no converter": open the named header, find the offending member (handles, mutexes, raw pointers to user types, function pointers), and annotate it:
#include "python/mirror_bridge_annotations.hpp" using mirror_bridge::exclude; struct Engine { double speed; // bound [[=exclude{}]] void* impl_handle; // skipped };Use
// MIRROR_BRIDGE_SKIPon the line directly above a class to skip the whole class, or// MIRROR_BRIDGE_SKIP_FILEto skip a file. Re-run generate. Repeat until"status": "ok". -
Environment problems (compiler, headers): run
mirror_bridge doctor --jsonand apply thehintof each failed check.
-
-
Verify. Import and exercise the module; the
.so/.nodeis listed in the JSONoutputs:PYTHONPATH=build python3 -c "import <name>; print(dir(<name>))"
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 · 73 lines · 76 tokens per session scan A 3092b2356526
bind-cpp is a skill published in the GitHub repository FranciscoThiesen/mirror_bridge (86 stars, last pushed 6d ago), licensed Apache-2.0. It adds 76 tokens to every session and 799 once invoked, about $0.0004 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.
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