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 skills add HLND2T/CS2_VibeSignatures --skill generate-signature-for-structoffsetgit clone --depth 1 https://github.com/HLND2T/CS2_VibeSignaturesWrote 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/hlnd2t/cs2_vibesignatures/generate-signature-for-structoffset)<a href="https://agentmods.dev/skills/hlnd2t/cs2_vibesignatures/generate-signature-for-structoffset"><img src="https://agentmods.dev/badge/skills/hlnd2t/cs2_vibesignatures/generate-signature-for-structoffset/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/hlnd2t/cs2_vibesignatures/generate-signature-for-structoffset"><img src="https://agentmods.dev/badge/skills/hlnd2t/cs2_vibesignatures/generate-signature-for-structoffset.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00109 | $0.03239 |
| Opus 5.5 | $0.00044 | $0.01296 |
| Sonnet 5.5 | $0.00022 | $0.00648 |
| Haiku 4.5 | $0.00011 | $0.00324 |
Grade A, and why
generate-signature-for-structoffset 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 1mo 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 — 336 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Generate Signature for Struct Offset
Generate a unique hex byte signature that locates an instruction containing a specific struct member offset (for example: mov [rcx+1A8h], eax, cmp dword ptr [rdi+0B0h], 0).
Core Concept
For struct-offset signatures, we signature the instruction containing the struct offset, not the function body itself.
Hard requirements:
- The target instruction must be fully fixed (no wildcard bytes at all).
- The displacement bytes carrying
struct_offsetin the target instruction must be explicitly included (not wildcarded). - Instructions other than the target instruction may use wildcarding.
- Signature length grows by complete instruction boundaries and stops at the shortest unique prefix.
Strategy:
- Forward-only expansion: Expand only forward (after target instruction). The signature may extend beyond the current function boundary into CC padding or the next function.
offset_sig_dispis always0— the signature always starts at the target instruction.
Prerequisites
- Target instruction address (the instruction that contains the struct offset)
- Expected
struct_offsetvalue (e.g.0x1A8) - IDA Pro MCP session, resolved per mcp-ida-session.md:
idb_list→idb_open(script fallback only if the endpoint is unreachable). Honor its IDB save discipline — an idle-TTL self-exit does not save.
Method
1. Generate and Validate Signature (Single Step)
Use a single py_eval call that:
- Validates the input instruction contains the expected
struct_offsetdisplacement. - Collects instruction bytes from the target instruction forward, tests uniqueness.
- Forward-only expansion (no backward expansion —
offset_sig_dispis always0). - Enforces no wildcard on the target instruction.
- Computes both VA and RVA for the target instruction.
- Outputs the shortest unique signature as
struct_sigwith metadata.
mcp__ida-pro-mcp__py_eval code="""
import idaapi, ida_bytes, idautils, ida_ua, ida_segment, json
def main():
target_inst = <inst_addr>
target_struct_offset = <struct_offset> # e.g. 0x1A8 from "mov [rcx+1A8h], eax"
min_sig_bytes = 6
max_sig_bytes = 96
max_instructions = 64
# --- Binary search wrapper (IDA 9.0+ find_bytes -> older bin_search fallback) ---
def raw_bin_search(ea, max_ea, data, mask, flags=0):
if hasattr(ida_bytes, 'find_bytes'):
return ida_bytes.find_bytes(data, ea, range_end=max_ea, mask=mask, flags=flags)
return ida_bytes.bin_search(ea, max_ea, data, mask, len(data), flags)
f = idaapi.get_func(target_inst)
if not f:
print(json.dumps({
"inst_va": hex(target_inst),
"error": "target instruction is not inside a known function",
"status": "failed"
}))
return
insn0 = idautils.DecodeInstruction(target_inst)
if not insn0 or insn0.size <= 0:
print(json.dumps({
"inst_va": hex(target_inst),
"error": "failed to decode target instruction",
"status": "failed"
}))
return
raw0 = ida_bytes.get_bytes(target_inst, insn0.size)
if not raw0:
print(json.dumps({
"inst_va": hex(target_inst),
"error": "failed to read target instruction bytes",
"status": "failed"
}))
return
def find_struct_disp_matches(insn, raw, expected):
hits = []
for op in insn.ops:
ot = int(op.type)
if ot == int(idaapi.o_void):
continue
if ot not in (int(idaapi.o_displ), int(idaapi.o_mem), int(idaapi.o_imm)):
continue
for attr in ("offb", "offo"):
off = int(getattr(op, attr, 0))
if off <= 0 or off >= insn.size:
continue
sizes = []
dsz = ida_ua.get_dtype_size(getattr(op, "dtype", getattr(op, "dtyp", 0)))
if dsz > 0:
sizes.append(dsz)
for s in (1, 2, 4, 8):
if s not in sizes:
sizes.append(s)
for sz in sizes:
if off + sz > insn.size:
continue
unsigned_val = int.from_bytes(raw[off:off + sz], "little", signed=False)
signed_val = int.from_bytes(raw[off:off + sz], "little", signed=True)
expected_mod = expected & ((1 << (8 * sz)) - 1)
if unsigned_val == expected_mod or signed_val == expected:
hits.append((off, sz, unsigned_val, signed_val))
uniq = []
seen = set()
for h in hits:
key = (h[0], h[1])
if key not in seen:
seen.add(key)
uniq.append(h)
return uniq
disp_hits = find_struct_disp_matches(insn0, raw0, target_struct_offset)
if not disp_hits:
print(json.dumps({
"inst_va": hex(target_inst),
"inst_bytes": " ".join(f"{b:02X}" for b in raw0),
"struct_offset": hex(target_struct_offset),
"error": "target instruction does not contain the expected struct offset",
"status": "failed"
}))
return
# Prefer the largest matching displacement size so we lock the full offset bytes.
disp_hits.sort(key=lambda x: (x[1], -x[0]), reverse=True)
disp_off, disp_size, _, _ = disp_hits[0]
seg = ida_segment.get_segm_by_name(".text")
if seg:
search_start, search_end = seg.start_ea, seg.end_ea
else:
search_start, search_end = idaapi.cvar.inf.min_ea, idaapi.cvar.inf.max_ea
# --- Helper: wildcard non-target instructions ---
def wildcard_instruction(addr, insn_obj, raw_bytes):
wild = set()
for op in insn_obj.ops:
ot = int(op.type)
if ot == int(idaapi.o_void):
continue
if ot in (int(idaapi.o_imm), int(idaapi.o_near), int(idaapi.o_far), int(idaapi.o_mem), int(idaapi.o_displ)):
offb = int(getattr(op, "offb", 0))
if offb > 0 and offb < insn_obj.size:
dsz = ida_ua.get_dtype_size(getattr(op, "dtype", getattr(op, "dtyp", 0)))
if dsz <= 0:
dsz = insn_obj.size - offb
for i in range(offb, min(insn_obj.size, offb + dsz)):
wild.add(i)
offo = int(getattr(op, "offo", 0))
if offo > 0 and offo < insn_obj.size:
dsz2 = ida_ua.get_dtype_size(getattr(op, "dtype", getattr(op, "dtyp", 0)))
if dsz2 <= 0:
dsz2 = insn_obj.size - offo
for i in range(offo, min(insn_obj.size, offo + dsz2)):
wild.add(i)
# Branch/call rel targets are volatile.
b0 = raw_bytes[0]
if b0 in (0xE8, 0xE9, 0xEB):
for i in range(1, insn_obj.size):
wild.add(i)
elif b0 == 0x0F and insn_obj.size >= 2 and (raw_bytes[1] & 0xF0) == 0x80:
for i in range(2, insn_obj.size):
wild.add(i)
elif 0x70 <= b0 <= 0x7F:
for i in range(1, insn_obj.size):
wild.add(i)
tokens = []
for idx in range(insn_obj.size):
tokens.append("??" if idx in wild else f"{raw_bytes[idx]:02X}")
return tokens
# --- Helper: test uniqueness of a token list, expecting match at expected_addr ---
def test_unique(tokens, expected_addr):
if all(t == "??" for t in tokens):
return False
data = bytes(0 if t == "??" else int(t, 16) for t in tokens)
mask = bytes(0x00 if t == "??" else 0xFF for t in tokens)
flags = ida_bytes.BIN_SEARCH_FORWARD | ida_bytes.BIN_SEARCH_NOBREAK
matches = []
ea = raw_bin_search(search_start, search_end, data, mask, flags)
while ea != idaapi.BADADDR and len(matches) < 2:
matches.append(ea)
ea = raw_bin_search(ea + 1, search_end, data, mask, flags)
return len(matches) == 1 and matches[0] == expected_addr
# ====================================================================
# Forward-only expansion (signature starts at target_inst)
# May extend beyond the current function into CC padding or next function.
# ====================================================================
limit_end = target_inst + max_sig_bytes
fwd_tokens = []
fwd_boundaries = []
cursor = target_inst
inst_count = 0
target_inst_len = None
while (
cursor < search_end
and cursor < limit_end
and len(fwd_tokens) < max_sig_bytes
and inst_count < max_instructions
):
insn = idautils.DecodeInstruction(cursor)
if not insn or insn.size <= 0:
break
raw = ida_bytes.get_bytes(cursor, insn.size)
if not raw:
break
if cursor == target_inst:
# Target instruction: fully fixed, no wildcards.
target_inst_len = insn.size
for idx in range(insn.size):
if len(fwd_tokens) < max_sig_bytes:
fwd_tokens.append(f"{raw[idx]:02X}")
else:
toks = wildcard_instruction(cursor, insn, raw)
for t in toks:
if len(fwd_tokens) < max_sig_bytes:
fwd_tokens.append(t)
fwd_boundaries.append(len(fwd_tokens))
cursor += insn.size
inst_count += 1
if target_inst_len is None:
print(json.dumps({
"inst_va": hex(target_inst),
"error": "no signature bytes collected",
"status": "failed"
}))
return
min_boundary = max(min_sig_bytes, target_inst_len)
# Try expanding at each instruction boundary until unique
phase1_sig = None
phase1_boundary = 0
for boundary in fwd_boundaries:
if boundary < min_boundary:
continue
prefix = fwd_tokens[:boundary]
if test_unique(prefix, target_inst):
phase1_sig = " ".join(prefix)
phase1_boundary = boundary
break
if phase1_sig:
print(json.dumps({
"struct_sig": phase1_sig,
"sig_bytes": phase1_boundary,
"struct_sig_va": hex(target_inst),
"offset_sig_disp": 0,
"struct_inst_length": target_inst_len,
"struct_disp_offset": disp_off,
"struct_disp_size": disp_size,
"struct_offset": hex(target_struct_offset),
"status": "success"
}))
return
# Forward-only expansion exhausted without finding a unique signature.
print(json.dumps({
"struct_sig_va": hex(target_inst),
"struct_offset": hex(target_struct_offset),
"first_inst_bytes": " ".join(f"{b:02X}" for b in raw0),
"total_fwd_tokens": len(fwd_tokens),
"sig_full_fwd": " ".join(fwd_tokens),
"error": "no unique signature found with forward-only expansion",
"status": "failed"
}))
main()
"""
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.
- 1mo ago Changed b924bd0a4d66
- 2mo ago First seen · 336 lines · 109 tokens per session scan A 31bbc7a9322a
generate-signature-for-structoffset is a skill published in the GitHub repository HLND2T/CS2_VibeSignatures (67 stars, last pushed today), licensed MIT. It adds 109 tokens to every session and 3,239 once invoked, about $0.0004 per session on Opus 5.5. 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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