Orient with ripwire
Routing — pick the right door: • Tracing one call graph / locating a literal → ripwire-navigate. • Vetting your OWN diff before you push → ripwire-change-check. • Risk in code you did NOT write / an unfamiliar subsystem → ripwire-fresh-eyes. • Map-before-you-read token discipline (any info need, mid-task) → this skill's companion
map-before-you-read.md(folded in from the formerefficientskill, 2026-09-07). • Deep architecture-health read (deps metrics, layering rules, --arch gate) → ripwire-layers. • Not sure which skill? → ripwire-router.
ripwire is on your PATH. First call on a tree parses (~1s even at 1500 files); every call after is warm
(auto-cached, ~instant), so chaining several rungs is nearly free. <dir> = the repo root or the specific
subsystem you're working in — also accepts a remote ripwire <git-url> (shallow-clones to a temp cache, so
you can orient in a dependency before ever cloning it) — or several roots for a split checkout,
ripwire dir1 dir2 --report: ONE merged, root-labeled map instead of two separate mental models.
The escalation ladder — climb only until you feel oriented
0. Recall what you already KNOW — ripwire <dir> --recall="<the task>"
The most relevant DOCS' FULL bodies (docs only, so code never swamps them — markdown memory notes,
planning/design docs, skills, READMEs, plus .ipynb/.html/.csv/Office/PDF via the optional
markitdown bridge). Point it at the memory dir for what past sessions learned, or the repo root for
plans/designs — ~47× fewer tokens than loading everything. A design doc may already answer the question; if
so, stop here. It also works unmodified as a zero-setup knowledge base over a scratch dir of dumped tool
output (a git log, fetched docs, --help text) — not just a source repo. Two conditions are yours to meet
when you WRITE the dump: dump it as .md (.txt/.log/.json are not documents to --recall, and a dir
of them answers 0 relevant of 0 document files), and keep ## headings in it, so a deep answer is served
as a ranked section instead of waiting behind a front-first cut. Raising --max-tokens then grows what ONE
already-served document gets — that per-document guarantee is not global: dump several documents into one
dir and admitting another one re-divides the shared budget, which can shrink an already-served document's
own slice (share_bytes= in the header discloses it). Full form in
map-before-you-read.md; the recorded run is docs/COMMANDS.md's --recall
pattern subsection.
1. Architecture summary — ripwire <dir> --report
Plain markdown: file + symbol count, call-graph modules (Louvain clusters with lead symbol), god-files
ranked by afferent (dependents), cycle list, top PageRank symbols. Read the god-file list carefully —
highest-leverage, highest-risk files. For most "orient me" asks this one rung is enough.
2. Task-relevant code — ripwire <dir> --for="<the task in your own words>"
Ranked signatures + doc-comments + cx/in metrics by relevance (matches names, docs, AND bodies — not just
identifiers). This is the rung that answers "where's the code for X".
What the bundle serves depends on which way the query routed, and the root says which.
Named a symbol (bundle="auto" bodies="N"): the anchor's FULL body rides inline, CDATA plus callee
signatures — read it here instead of opening the file the map named, that follow-up read is the cost
this default deletes. bodies="0" reason="budget" means it did not fit whole.
Conceptual phrase (bundle="compact" bodies="0" reason="compact-route"): no bodies — you get the ranked
map plus a <hops> section, one row per top-ranked symbol with its one-hop callee names. Read the map,
pick ONE symbol, then --expand=path:name (paste the row's own p= and n=; a bare name that is not
unique costs you the whole map). That is the flow, and it is cheaper than the bodies were: half the bytes
of the old bundle on conceptual queries, and the edges tell you which symbol is worth the second call.
--auto-bodies restores inline bodies on that route if you want them; --signatures-only drops both
shapes; --detail=N picks the body count explicitly.
Composing a selector out of a row (the map's rows and --for's alike): a scoped row carries sc=, its
enclosing scope, instead of repeating its whole id — the canonical id is p::sc::n, assembled from the
row's own p= (or the <f p=> it sits under), sc= and n=. Every selector (--expand, --callers,
--impact, --uses) accepts that composed path::scope::name, so paste the three parts, not a bare name.
--for auto-routes (default, no flag needed): a query that names a symbol (--for="buildGraph") gets
name-exact BM25 (recall@1 ~99% vs ~77% generic) — know the name, query it verbatim; a conceptual phrase
uses subtoken+body BM25 instead. The header prints which ranker fired; --no-route forces the plain ranker.
It also anchors query mentions by default — a file/module/Type.method literally named in the task text
gets lifted near the top (+4.9pp held-out; a task naming nothing indexed is byte-identical); disable with
--no-mention-boost. It also surfaces DOCS: a markdown design/plan doc that backtick-names one of the
query's top-resolved symbols is lifted into the bundle too (strictly below that symbol's own score) — the
doc explains it even when its own prose shares no words with your query; disable with --no-doc-mention.
When the answer comes back THIN, widen before you read. A thin --for answer — the head spread over
fewer than three files, or coverage= under 50 — says so on the root: coverage="N" is the IDF-weighted
share (whole percent) of your query's subtokens found in the top-ranked symbol's name, doc or body, and it
rides the root only on a thin answer (a confident one carries neither the attribute nor its clause).
The step then is not a body, it is a wider net: ripwire <dir> --for="<task>" --limit=40 serves the
FILE-GRAIN page — one row per file holding any positive-score symbol, score=/n=/sym= per row,
--offset=M for the next page. A thin answer's own next= names that page for you; reach for it on the
FIRST call when the task is vague enough that one ranked head is unlikely to hold the answer.
--adaptive cuts the result at the relevance cliff instead of a fixed top-k. Same
routing in the MCP for verb. Orienting from a pasted issue/bug-report's own text? --anchor beats plain
--for on Loc-Bench (n=560) — a mild win, not a default (bench/locbench/README.md). --cochange-boost is
an experimental, off-by-default co-change prior — see ripwire --help before reaching for it.
3. File-by-file map — ripwire <dir> --tree --legend=compact — each file with its top symbols, a quick "what's where".
4. Cohesive modules — ripwire <dir> --communities --legend=compact — <communities modules="N">, each cluster with its
dominant directory and lead symbols; <bridge> edges show tight coupling between clusters. Use it to decide
where a new feature belongs. Each row shows only its top five members — to see one module in full,
ripwire <dir> --community=ID --legend=compact (the id= from a row, or from --zoom): its complete ranked member list
(--limit/--offset page it) plus every bridge edge that module has. That is the call to make when a
cluster looks like the one you'll be working in and five names aren't enough to judge it.
5. Maintenance pain — ripwire <dir> --hotspots --legend=compact — files ranked by score = churn × ccx; top= names
the gnarliest function. Plan edits around this list.
6. Budget it if the map is large — --max-tokens=8000 or --top-k=50.
Orienting N agents at once, not yourself — --partition=N
About to fan a single task out to several parallel agents? Do not let each one run its own
--pack-task — they will each re-derive the same top symbols, the same bodies, the same tests, and you
pay for the map N times. Run it once:
bashripwire <dir> --pack-task="<the task in words>" --legend=compact --partition=4
You get one <ctx-partitions> document: a shared common core (the anchors the task is literally about,
what every agent needs) plus N per-agent slices carved along the call graph's own Louvain communities,
so a slice is a union of whole modules rather than an arbitrary rank cut (symbols the call graph is silent
about — edgeless data types — group by file instead, so one header's structs stay together). Each <bundle> wraps a complete,
standalone bundle — hand one bundle to one agent verbatim. --token-budget here means one agent's
budget (core + its slice), not the document's; --json gives the same plan machine-readably. MCP: the same
thing as a partition argument on the explore verb.
Read the wrapper attributes before you trust the split — the verb reports its own quality:
overlap_max (worst pairwise Jaccard between slices; low = the agents really are reading different code),
split="K" (K>0 means there were fewer modules than agents, so a module was cut at its rank median — the
slices are less semantically clean), partitions < requested (the task's surface could not supply N
separable slices at all — take fewer agents), and core_overlap (how much of the core a slice reaches
anyway). On a task whose whole surface sits inside one module, a partition is a rank cut, not a module
boundary — one --pack-task and one agent is the honest answer there.
When a flat module list is too coarse (big repos) — zoom out
7. Nested module hierarchy — ripwire <dir> --zoom --legend=compact (--zoom=DEPTH to cap levels; the default prints the top 2
levels of the 40 largest modules — levels_shown=/shown= disclose it, next= pastes the next page, --zoom-levels=0
prints every level): multi-level Louvain,
<module level=N id= size= dir=>, indent = one level deeper, innermost level="0" lists top-ranked members.
Read top-down; a dir= that doesn't match its parent's is a cross-cutting concern in the wrong place.
Trailing <bridge …> entries name the high-traffic integration seams between top modules — pair with
--seams to see which ones no test reaches.
8. Render it — ripwire <dir> --zoom --mermaid (or --mermaid for the flat module graph): a
flowchart TB, paste at mermaid.live. For hand-exploring, ripwire <dir> --html[=FILE] writes a
self-contained clickable wiki (module cards → subgraphs → Sourcetrail-style node recentering, no CDN);
--color-by=community|cx|churn|tested sets its initial node-colour lens (a live selector covers the rest).
Working inside a --for/--pack-task bundle instead of a whole-repo pass? Add --with-graph to that
same call — it appends a tiny <graph fmt="mermaid"> block (top-8 ranked anchors + their 1-hop call
edges) right in the bundle, no second call.
9. Export it — ripwire <dir> --export=cc.json[:FILE] — per-file metrics (loc, cx, fan-in/out, churn) as
a CodeCharta cc.json for its 3D city view; the ladder's visualization end-point, not a map to read.
Then read, and trust the honesty signals
Read the specific files ripwire surfaces (god-files + hotspots first) — don't grep blindly. A symbol's
amb="K" means K of its calls are ambiguous (the resolver guessed) → read the source if which-target
matters. A map header showing skipped_oversize=N means N otherwise-indexable files were dropped for
exceeding a size ceiling — they are absent from files= and every ranking; ripwire <dir> --skipped --legend=compact
names them (path + bytes + the ceiling that dropped each), so you know what the index cannot show you
before you trust a "not found". A git root also drops every .gitignored path by default (header ignored_files=N, absent when 0; --skipped lists them); ripwire <dir> --no-ignore --legend=compact restores the full walk when the symbol you want lives in an ignored tree. Caveat: broad, common-word questions can still favor plain rg —
ripwire shines on specific technical asks. CI-enforceable module boundaries graduate to
--arch=rules.txt (see ripwire-layers).
Leave a note for next time — the gotcha you just learned (field notes)
The most expensive thing you rebuild across sessions is gotchas, not structure. When you learn a non-obvious fact about a symbol or file (a race trap, an off-by-one seam, "don't touch this without re-running X"), pin it so the next orientation surfaces it automatically:
bashripwire . --note-add="Bar::compute: recompute is NOT idempotent — reset the arena first" ripwire . --note-add="src/pool.h: 128-byte cache line on Apple, never hardcode 64" # a file also works
The TARGET is a symbol name or a path. A symbol resolves through the same resolver the read verbs use,
so every spelling they accept works here — a bare name, file:name, Scope::name, the canonical id
path::scope::name, @FILE:LINE — and is canonicalised to the canonical id on write (that is the id
notes are keyed by; the rewrite is echoed on stderr). A name matching several definitions is refused, naming
each; a name matching none is refused with a did-you-mean. A path is written even when nothing indexed
matches it yet — a note on a file you are about to add is legal — with a loud warning that it is dangling.
Notes live in committed .ripwire_notes and surface on their own — whenever --for/--expand emit that
symbol/file, the note rides along as a <note d="date">…</note> child. ripwire . --notes lists every note
(dangling="1" = target no longer in the tree). --recall=TASK is the doc-level complement.
--note-add nudges (stderr, non-blocking) toward writing the decision, not a description — a note that
keeps firing on the same symbol has outgrown a comment: graduate it into a --quality-ack reason or a
standing --arch deny rule.
Resuming — a compaction, or a new session on work already in flight
A different moment from a cold start: you are not cold on the repo, you are cold on your own last hour. The task is known; what evaporated is the reasoning, the gotchas already paid for, and what you had half-changed. Re-reading source rebuilds the least valuable of those. Run the three verbs that rebuild the rest, in this order:
bashripwire . --recall="<the task, in the words you'd use>" # 1. what past sessions WROTE DOWN ripwire . --situ # 2. what the working tree already CHANGED ripwire . --notes # 3. gotchas already paid for
--recallreturns the full bodies of the most relevant markdown only — memory notes, planning/design docs, READMEs — so code can't swamp them. This is the decisions-and-rationale layer that a compaction destroys and that source code never contained in the first place. Point it at your memory dir for past-session memory, or the repo root for the project's plans.--situ(defaults togit diff) tells you what you had already changed, its blast radius, the tests to run, and the co-change partners you hadn't touched yet — i.e. where you actually stopped, and what you were about to break. This is the step that most often reveals work-in-flight you would otherwise redo.--noteslists every pinned gotcha (dangling="1"= its target is gone). Anything relevant will also re-surface on its own once--for/--expandemit that symbol — see the section above.
Then, and only then, escalate the ladder for whatever is still missing. Two honest cautions: --recall
returns what the docs claim, not what is still true — a stale plan doc reads exactly as confidently as a
current one, so trust --situ's working-tree facts over a doc when they disagree. And --situ carries no
at= commit stamp, so if you are resuming across a rebase or a moved HEAD, record git rev-parse --short HEAD yourself before you quote anything from it.
Before the next compaction, spend the note. The compaction you are recovering from is the argument for
--note-add: a gotcha written to .ripwire_notes survives a context reset; one held only in context does
not. When you are deep in a task and learn something non-obvious, pin it then — not at the end.
Output
Orientation summary: the 3–5 most important files (from god-files + hotspots), the main architectural
modules (from --communities / --zoom), any cycles (from --report), and one sentence on overall shape.
Use it to decide where a change belongs and which boundary a refactor should respect.
Mid-task: about to open several files for one question
The same skill, a different rung: run the cheapest verb that answers the question (--for, --grep, --expand,
--pack-task under a --token-budget), then read only the 2-3 files it ranks highest. Less context is measurably
MORE accurate, not just cheaper. The full discipline — the read ladder, --pack-task --partition=N for fan-out,
whole-symbol edits without a whole-file Read, the portable --cache=FILE one-liner — is
map-before-you-read.md; the detail/token squeeze once you are reading a body is
compress-ladder.md. Both load on demand; neither is a separate skill.

