tree
Skill82 starsChanged 7 days agoMITView on GitHub
Universal radial-tree exploration engine — loads a preset, grounds a root, expands every node through 12 framing passes, derives each child in 12 evidence-bearing fields, scores it, and recurses on `advances` leaves until substantive convergence (or a user cap). Caps default to ∞; `defer / TODO / NEEDS-MORE-INFO` leaves are hard-banned. Use when the user wants the engine itself — a custom preset via `--preset <path>`, explicit control of a run, or "tree of thoughts" / 穷尽的树状探索 in general; for the four shipped use-cases prefer `/cc-tree:brainstorm`, `/cc-tree:attack`, `/cc-tree:design`, `/cc-tree:code-audit`, whose descriptions carry the per-use-case triggers.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- ARYN26/you-are-heretheir own version, first seen Oct 9, 2026
- Zafer-Liu/Data-Analysis-Agenttheir own version, first seen Oct 8, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- Zafer-Liu/Data-Analysis-Agent★ 2.6ksame name
- ARYN26/you-are-here★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 2 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 115
Follow the preset's baseline recipe.
- Very specific: line 133
Run §3.A through §3.L, each producing at least 1 new child branch.
- Very specific: line 155
No field may contain 应该 / 大概 / probably / maybe / 也许 — the field is invalid and must be rewritten.
- Very specific: line 157
No field may contain defer / future work / TODO / FIXME / 略 / details omitted / 待定 / NEEDS-MORE-INFO-style placeholders — the node is …
- Very specific: line 183
After every round, evaluate the 6 conditions in docs/ENGINE.md §6.
- Very specific: line 185
All 6 must hold simultaneously to declare CONVERGED.
- Distinctive: line 190
If neither convergence nor a cap-trip, pick the highest-verdict leaf that hasn't been re-expanded yet, run §3–§5 on it, and loop.
- Very specific: line 195
When termination is declared, write the preset's output_artifacts to <out>/.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
tree — universal radial-tree exploration engine
What this skill is. A single engine implementing recursive radial-tree exploration (root → 12-framing expansion → per-node 12-field derivation → score → recurse on high-verdict leaves → terminate on substantive convergence). What varies between use-cases (brainstorm vs critique vs design vs code-audit) is the baseline recipe, node schema, scoring dimensions, and verdict vocabulary — all parameterized via a preset file.
What this skill is NOT. Not a one-shot LLM call that returns a bulleted list. Not a chat interface — once the §2.0 glossary grill has settled terminology and the root is written, the engine runs to convergence without further prompts (§F6). Not bundled with a model — pure prompt-engineering on top of Claude Code's existing model setting.
The full engine specification lives in docs/ENGINE.md.
This SKILL.md is a 7-step navigation guide; Read docs/ENGINE.md
before producing the first node (the engine spec is what defines
"valid" for everything you'll write).
1. Invocation
/cc-tree:tree <root> --preset <name|path> [flags]<root> is preset-typed:
brainstormpreset → topic string, e.g."ways to detect dark-matter substructure"attackpreset → file path (.md/.tex/ etc.) or quoted argument-textdesignpreset → design-prompt string or.mdfile pathcode-auditpreset → file path or directory path
--preset is required:
- Built-in:
brainstorm,attack,design,code-audit(resolve topresets/<name>.mdin this plugin) - Path:
./my-custom.md(any .md file with the right frontmatter)
Common flags (apply across presets)
| Flag | Default | Meaning |
--lang <tag|auto> | en | Output language for all localized prose (node statements, derivations, report narrative, warnings). Machine tokens — flag/command names, frontmatter & JSON keys, root_kind values, verdict labels, status tokens, filenames — always stay English. <tag> is a BCP-47-like code (en, zh, zh-Hans, zh-Hant, fr-CA); zh = Simplified Chinese, zh-Hant = Traditional. auto detects the dominant language of <root> and falls back to en for mixed / path-only / code-only input. Resolved once before preset load, recorded in run metadata (language_request / output_language / language_source), and never prompted mid-run. Full precedence, resume, and chain semantics: docs/ENGINE.md §1.0. |
--width N | ∞ | Cap on final leaf count (the outer arc of the tree). ∞ / inf / unspecified all mean unlimited. |
--depth N | ∞ | Cap on tree depth from root. |
--rounds N | conv | Cap on expansion rounds. conv = no cap; terminate by §6 substantive convergence. |
--max-branches N | ∞ | Cap on new branches per node per round. Floor is 12 because §3 requires all 12 framings to fire; this flag only raises the ceiling. |
--out <dir> | tree-out/<UTCdate>__<slug>/ | Output directory. Per-preset commands override (e.g. brainstorm-out/). |
--glossary <path> | (preset-determined) | Path to a glossary / FACTS.md / glossary section in a dossier; used by §2.0 grill prelude. |
--field <name|path> | (none) | Field profile for domain-aware reviewer weighting. <name> → field-profiles/<name>.md in this plugin; <path> → a literal file. Feeds §3.C / §3.D / §3.I / §3.J + the §3.X / §4 evidence bar. Missing profile → warn + continue (non-blocking). See docs/ENGINE.md §2.2. |
--seed-from <primary.md> | (none) | Seed the tree from a prior run's primary deliverable (shortlist.md / options.md / confirmed.md): each listed item enters as a depth-1 seed node and is re-expanded. The substrate for cross-preset chaining (docs/chaining.md). Alias: --from-prior. |
--no-grill | off | Skip §2.0 glossary grill prelude. Marks root-node terms as unverified; §6 convergence adds a warning. |
--no-online | off | Disable WebSearch / WebFetch. Local + already-Read references only. |
--min-frameworks N | 12 | Minimum framing passes per node. Floor is 12 (full §3.A–§3.L); flag exists for documentation, not relaxation. |
--min-novelty-ratio R | 0.15 | §6.1 condition 2 requires "last 2 rounds' high-verdict / total < R". |
Presets and their command wrappers may document additional preset-specific flags (e.g.
attack's--focus <section|claim|equation>); a flag documented by the active preset or its wrapper is not "unknown" (docs/ENGINE.md§1.3).
Caps default to ∞ on purpose. The intended termination is §6 substantive convergence — see
docs/ENGINE.md §6. Caps are escape valves for quick exploration; when one trips, the engine still drives every in-flight node to a complete state before reportingWIDTH_CAP_REACHED/DEPTH_CAP_REACHED/ROUNDS_EXHAUSTED.
2. Execution flow
Required Reads at session start (before producing the first node):
- The preset file (
presets/<name>.mdor--preset <path>) — full file.docs/ENGINE.md— full file. This is the contract.docs/framings.md— the 12 framings with per-preset examples.- If
--glossary <path>: Read that glossary file in full.
Step 1 — Preset load
Open the preset file. Extract from its YAML frontmatter:
name,description,use-when(informational)root_kind—topic | artifact | code | design-promptsubject_label— what each tree node is called (idea,critique,option,finding, …)verdict_enum— 4-tuple:advances / kept / pruned / blockedconvergence_metric— which verdict role counts toward the §6.1 condition-2 ratio. It must be one of the fourverdict_enumrole keys verbatim (advances/kept/pruned/blocked); alias spellings likenovelty_ratioare rejected by the validator. All four shipped presets useadvances(docs/presets.md)score_dims— list of 5 scoring dimensions (key + name + desc)node_schema— list of 12 node-field namesoutput_artifacts— file names for the per-verdict final reports
The preset body (below frontmatter) supplies:
- §2 baseline recipe (what to Read / Grep / WebFetch to build the root)
- Optional per-framing examples (§3.A–§3.L flavored for this preset)
- Optional anti-pattern list specific to this preset
Step 2 — §2 baseline
Follow the preset's baseline recipe. For all presets this includes:
- §2.0 (unless
--no-grill): glossary-grill prelude. Lock root-node noun-phrases to the glossary if one was supplied; surface MISSING / AMBIGUOUS / CONFLICT one question at a time perdocs/ENGINE.md §2.0. - §2.A or §2.B (preset-determined): build the root node from real
evidence (Read files, Grep symbols, WebFetch references). The root
must have the 5-8 fields the preset specifies, each with
file:lineor URL evidence.
Save the root to <out>/tree.md + <out>/tree.json before producing
any framing branches.
Step 3 — §3 framing pass (12 passes per node)
For each node (starting with root, then any high-verdict leaf in the next round):
Run §3.A through §3.L, each producing at least 1 new child branch.
See docs/framings.md for the full prompt per
framing, including domain-specific examples per preset.
Parallelize when fan-out ≥ 5 (always true for the root and hot
leaves): dispatch the 12 framings across Agent(Explore) sub-agents per
the mandatory protocol in
docs/ENGINE.md §8.1.
Running them sequentially at that fan-out is a defect. Deep marginal
leaves (< 5 expected children) may run sequentially.
§3.X (if --no-online is off): per node, do 1 round of WebSearch +
WebFetch. The query set is preset-determined (brainstorm/design →
prior art + tooling; attack → critiques / errata; code-audit → CVEs /
advisories) — see docs/framings.md §3.X.
Step 4 — §4 per-branch 12-field derivation
For each branch produced in §3, fill the preset's 12 node-field schema.
Field requirements live in
docs/ENGINE.md §4.
Hard rules:
- No field may contain
应该 / 大概 / probably / maybe / 也许— the field is invalid and must be rewritten. - No field may contain
defer / future work / TODO / FIXME / 略 / details omitted / 待定 / NEEDS-MORE-INFO-style placeholders — the node is forced toINCOMPLETE_FORBIDDENand must be driven to completion before counting. - Numerical claims require a one-shot
python (sympy/numpy)sanity check viaBash— output pasted into the field. - External references require
WebFetchof the actual arXiv abs / DOI / spec page;WebSearchsnippets are not sufficient.
Append the filled node to tree.md + tree.json immediately
(incremental write — see §7 for crash-safety contract).
Step 5 — §5 scoring and verdict
Score the node along the preset's 5 dimensions (each 0–3, integer).
Sum = score (max 15). Map score → verdict via the preset's
verdict_enum and the preset-specific rule (e.g. brainstorm:
score ≥ 11 ∧ no [NEEDS_VERIFICATION] → PROMISING; attack:
score ≥ 11 ∧ artifact_defense empty → CONFIRMED).
Sibling merging (§5.4): any two siblings with cosine similarity ≥ 0.85
on their idea / critique / option / finding statement → merge, keep
the higher-scored one, tag the other MERGED_INTO=<id>.
Step 6 — §6 convergence check
After every round, evaluate the 6 conditions in
docs/ENGINE.md §6.
All 6 must hold simultaneously to declare CONVERGED. If any
user-specified --width / --depth / --rounds cap trips first, report
the appropriate *_CAP_REACHED / ROUNDS_EXHAUSTED status, but all
leaves must be complete before stopping.
If neither convergence nor a cap-trip, pick the highest-verdict leaf that hasn't been re-expanded yet, run §3–§5 on it, and loop.
Step 7 — §7 final report
When termination is declared, write the preset's output_artifacts to
<out>/. For all presets this includes:
tree.md— full tree, human-readabletree.json— full tree, machine-readable- The preset-specific primary deliverable (
shortlist.md,confirmed.md,options.md,findings.md) - The preset-specific secondary deliverables (
pending.md,marginal.md,refuted.md, …)
Then emit a terminal-report block per
docs/ENGINE.md#74-final-report.
3. Anti-patterns (see docs/ENGINE.md §9 for the full list)
The five that most reliably degrade output quality:
- ❌ Pseudo-divergence. Two branches that differ only in word choice. Each branch must offer at least one of (a) a different testable prediction, (b) a different failure mode, (c) a different resource profile. Otherwise: merge.
- ❌ Defer-as-output. "This direction is promising but requires detailed analysis beyond scope." Forbidden by §F8. The engine must actually do the analysis (Read / WebFetch / Bash) or route to a sibling via §3.E constraint-variation.
- ❌ Cap-as-convergence. Declaring
--width 20reached → done. §6 convergence is the intended termination; caps are escape valves and trip ≠ converge. - ❌ Skipping §3.K. "High-risk branches feel speculative, I'll focus on safe ones." §F4 + §3.K force ≥ 1 fully-explored high-risk branch per pass; absent it the pass is invalid.
- ❌ WebSearch snippet → conclusion. Snippets are search results,
not source-of-truth. Every external citation requires
WebFetchof the actual page; otherwise the field is invalid (rule 04 + rule 01 from cc-enforcer, if installed).
4. Output contract
<out>/
├── tree.md # human-readable outline of every node
├── tree.json # machine-readable, full 12 fields per node
├── glossary-anchors.md # §2.0 prelude output (unless --no-grill was set)
├── <primary>.md # preset's "advances" / top-recommendation file
├── <secondary>.md* # preset's "marginal / pending / refuted" files
├── <per-item>.md* # preset-specific per-item detail files, when the
│ # preset's body declares them (design writes
│ # option_<id>.md, the design→attack chain handoff)
├── REPORT.md # §7.4 final-report block (also echoed to stdout)
└── nodes/
└── <id>.md # spilled when a node's evidence > 100 linesThis is the same layout as docs/ENGINE.md §7.2;
that section is authoritative if the two ever disagree.
Each node lands the moment its 12 fields are filled (§7.1 incremental
write contract). Restart from interruption: just re-invoke the same
/cc-tree:tree <root> --preset <name> --out <same-dir> — the engine
detects the existing tree and resumes from the highest-id leaf.
5. References
docs/ENGINE.md— full engine spec (§0–§11; §0–§9 bind a run, §10–§11 bind a preset author)docs/framings.md— the 12 framings, per-preset examplesdocs/presets.md— how to author your own presetpresets/— shipped presetscommands/— ergonomic slash-command wrappersdocs/EVALUATION.md— design rationale
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