Find the bug with ripwire
Nearest neighbours: • You already know the symbol and just want to understand it → ripwire-navigate. • You want the blast radius / tests for a change (not to find a bug) → ripwire-change-check. • Repo-wide quality once-over, no specific symptom → ripwire-fresh-eyes. • "Why don't I see feature X?" and nothing looks broken — the code may be built but compiled/flagged OFF, not buggy:
ripwire <dir> --flags[=SUBSTR] --legend=compact(--flip=NAMEfor the blast radius of turning one ON) — lives in ripwire-fresh-eyes, worth a look before you go hunting for a bug that isn't one.
<dir> = repo root. Calls are warm after the first parse — chain freely. Pick the branch that matches
what you already know; each converges on the same evidence trail (relevance × maintenance pain × blast
radius), so you can escalate between them.
Evidence-sufficiency stop: escalate only while the responsible code is still ambiguous. If --for
ranks one file/symbol clearly and a focused source read explains the symptom with a minimal fix, stop
retrieval and implement/validate it. Do not automatically add --hotspots, --impact, another skill, or a
whole-file read after the defect is already proven; those answer different questions and can cost more than
the original localization. Resume the ladder only when the source contradicts the candidate, several
candidates remain plausible, or the change's blast radius is itself part of the task.
Branch A — "I have a symptom, no idea where it lives"
- Symptom search —
ripwire <dir> --for="<symptom in plain words>"<sigs>ranked by relevance — signatures + doc-comments closest to the symptom. Thein=reuse count andcx=complexity are inline; prefer high-cx, high-inmatches — complex, widely-called code fails in more ways. If the bundle saysweak="1", reformulate — split camelCase terms, add synonyms from the domain, or quote an exact path/symbol from the issue — before trusting the ranking below it. - If several candidates remain, maintenance hotspots —
ripwire <dir> --hotspots --legend=compact<hotspots>ranked byscore = churn × ccx;top=names the worst function per file. Bugs cluster in high-score files — cross with step 1: a symbol in both lists is your prime suspect. - If the symptom is broad, blast radius of each remaining candidate —
ripwire <dir> --impact=SYM --legend=compactfor the top 2–3 from step 1.<impact of="SYM" defs="D" reaches="N">lists everything that reaches SYM. A largereachescount is consistent with a symptom that appears in many places — that's the root, not a downstream effect. - Read narrowly — start with the top symbol/body or the smallest source range that can confirm or reject it. Use the hotspot intersection only when step 1 did not already isolate a defensible candidate.
Branch B — "I suspect a subsystem — narrow it"
- Symptom-to-code —
ripwire <dir> --for="<symptom>"→ note thep=(file paths) of the top 5. Which directories recur? That's your first narrowing. - Hotspots in those directories —
ripwire <dir> --hotspots --legend=compact→ files that are relevant to the symptom AND high churn+complexity are the most likely bug homes. - Find the exact emit site —
ripwire <dir> --grep="ERROR_STRING" --legend=compact(literal + enclosing symbol) or--regex="pattern". Add--grep-context=N(or--grep-before=N/--grep-after=N) for ripgrep-style lines of source around each hit — often enough to confirm the bug without a follow-up--expand. The enclosing symbol (in=) is ground truth — now--callers=SYMto trace up one level to the true root.
Branch C — "I changed X and now something's broken" (regression)
- Situational awareness on the change —
ripwire <dir> --situ=fileA.cpp,fileB.h(or bare--situto read fromgit diff). Emits, in one pass:- blast radius — everything that transitively reaches the changed symbols
- tests to run now (
--affectedunder the hood) - co-change partners NOT in your diff — files that historically move together (hidden coupling). This is the Shotgun Surgery check: did the change land everywhere it usually has to?
- Who calls the broken symbol —
ripwire <dir> --callers=SYM --legend=compact→ each recorded caller (a floor — counts_floor=) is a candidate for an unexpected side-effect. - Co-change history —
ripwire <dir> --cochange=fileA.cpp --legend=compact→ partners ranked bydeg(fraction of commits). Asurprising="1"partner has no#includelink — pure behavioural coupling, the non-obvious suspect. - Read the functions that appear in BOTH the blast radius and the co-change list first.
Branch D — "I have a stack trace / sanitizer report / compiler error"
You have the failing artifact's TEXT (a Python traceback, an ASan/UBSan report, a node/js stack, a clang/gcc diagnostic) — don't hand-translate its frames into queries one by one. Pipe it straight in:
- Map the trace onto symbols —
ripwire <dir> --from-trace=FILE --legend=compact(or--from-trace=-to read the trace from stdin, e.g.pytest ... 2>&1 | ripwire <dir> --from-trace=- --legend=compact). Table-driven frame extraction (python / asan / node / compiler / generic), ranked innermost-first over the frames that resolve to your indexed code. Out-of-corpus frames (stdlib, vendored deps) are listed and counted, never ranked. - Read rank 1 first — the
innermost="1"suspect is the crash/throw site; its FULL body is emitted inline, the other suspects as signatures.skipped=tells you how many frames fell outside every root. - Compose the budget —
--from-trace=FILE --token-budget=Nfits the bundle to N tokens for a tight context window. Unparseable input refuses loudly (never a misleading empty map). - Or skip the run-read-paste loop entirely —
ripwire <dir> --run-trace="make -j" --legend=compactRUNS the build/test command itself (sh -c, your user, your environment — the make trust model, no sandbox) and, on a non-zero exit, serves the SAME from-trace bundle for the captured output plus a token-frugal<lines view="relevant">cut of the error/frame-shaped output lines. Exit 0 gets a minimal success record and no bundle — nothing failed, nothing to map. The command's own exit code is always disclosed (<run exit=>), and--run-timeout=SECONDScaps a hanging command (default 600 s, reportedtimed_out="1"honestly, never as an empty success).
Output
Report the branch you took, then: ranked candidate symbol(s) with name, file:line, and why (from
--for); their hotspot score if present; their blast-radius count (--impact reaches=); the error site's
enclosing symbol if --grep found it; and any surprising="1" co-change partner (branch C). Recommend the
top 1–2 to inspect first, with the evidence trail.
Honesty: the call graph gives structure; --slice=SYM:VAR (add --slice-flow=back|fwd|both for the
transitive reaching-definition walk) gives intra-procedural, name-based data flow — reach for it on a
wrong-value symptom instead of re-reading the whole function by eye. Its own legend discloses the limits
that matter here, so trust that over this line: statement/line-granular, flow-sensitive reaching definitions inside one function for C-family/Python and source-ordered for JS/Go/Java/Rust (the root's reach= says which; each use row's rd= lists its reaching def lines),
no alias analysis, block scopes separated (a shadowed name's rows carry b=, the declaration each binds to; pp="1" marks a build-dependent #ifdef row), and it stops at the function boundary (chain
--callers/--impact for the inter-procedural half). For use-after-move / taint / null / type bugs that
cross that boundary you still need the compiler — use these results to focus where to look, not as proof.
A high-amb symbol can be a dispatch hub, not the bug.
Found it? Pin the gotcha with ripwire <dir> --note-add="SYM_or_path: what actually went wrong" — the
next agent (or you, next session) gets it automatically the next time --for/--expand surfaces that symbol.

