cgg-runtime/skills/tactical-hydration/SKILL.md
Runtime tactical context hydration — staged discovery and bounded source-bearing hydration for agent intent. Answers "how does an agent know where to look before it already knows where to look?" via filesystem shape, structural signals, and typed candidate baskets. Working acronym: RTCH (runtime-tactical-context-hydration). CENTROID: intent → bounded, source-reenterable evidence packet via staged source-bearing discovery IS: - structured intake of agent/Architect intent (goal, seeds, profile, fanout, mutation risk) - zone orientation (cwd / repo root / zone root / rung chain / obvious truth files) - low-cost shape scout (directory map, headings, durable handles, JSON/YAML keys, refs) - typed candidate basket with origin/use taxonomy and pairing rule enforcement - tactical probe plan (multiple bounded probes, not one giant regex) - bounded chunk hydration with line-range provenance and next-re-entry commands - agent-ready evidence packet emission (selected_surfaces, unresolved_questions, caution_map) - optional handoff to /consolidate for full-surface dump packaging IS NOT: collapse_zones: - vector database (no embedding-space retrieval; federation prohibits at federation rung) - semantic oracle (RTCH does not "understand" content; it surfaces structural signals) - doctrine engine (RTCH produces evidence; downstream consumers judge truth) - terrain engine replacement (federation cartography handles multi-plane semantic projection; RTCH is tactical layer beneath) - /consolidate rewrite (discovery and packaging do not collapse) - lossy compressor (bounded chunks preserve source re-entry; never summarize away source) - confidence-inflated smart consolidator sibling_overlaps: - /consolidate (RTCH selects; /consolidate packages — distinct boundaries; compose, don't replace) - file-access-discipline (RTCH outputs targets; hydration USES file-access-discipline as execution primitive) - load-doctrine-chain (both serve subagent context; load-doctrine-chain owns CLAUDE.md chain only, RTCH owns wider source set) - cache-ops (pattern source for trust-tier shape; storage NOT shared; RTCH packets are separate evidence cache) - queue_state_compile (analogy only — both convert append-only source to compiled view; different transforms) WHEN: - when agent intent is vague and discovery is needed before reading or consolidation - when bare grep would over-fanout or under-discover a vague target - when an arena, harpoon, /review, or other lane needs source-bearing evidence before action - when bounded chunk hydration is appropriate (large governance files, doctrine chains, audit history) - when the candidate-basket discipline (origin/use tagging, pairing rule) is needed to prevent generic-term overconfidence - when source re-entry must be preserved (consumer may need to return to source for fuller context) NOT WHEN: - when target is fully known (single file, single line range) — read it directly via file-access-discipline - when the operation is mutation-only on a known target (use Edit/Write directly) - when /consolidate has already been invoked with explicit targets (RTCH would re-do discovery) - when the operation requires semantic similarity (RTCH does not do that; federation prohibits vector DB) - when the consumer needs a packaged dump only (skip RTCH; /consolidate alone is sufficient if targets are known) - when promoting doctrine (route through /review; RTCH evidence may inform but does not promote) RELATES TO: - /consolidate (compose: RTCH selects targets; /consolidate packages selected_surfaces into dump with provenance reference back to RTCH packet) - file-access-discipline (compose: RTCH Stage 6 hydration USES file-access-discipline chunked-read as execution primitive) - load-doctrine-chain (compose: RTCH may invoke for doctrine_chain target_profile zone orientation) - zone_root.py (compose: RTCH Stage 2 anchors on zone-root walk-up) - atomic-append (compose: optional RTCH packet persistence uses atomic-append write hygiene) - queue_state_compile (analogous: both implement "raw source → compiled view" pattern) - /review preflight (downstream: future integration consumes RTCH packets as bench-packet discovery surface) - arena spec authoring (downstream: future integration uses RTCH packets for context preparation) - harpoon orchestrator (downstream: future integration uses RTCH for anchor-spot discovery on external binders) ARGS: stance: dispatch off_envelope: ask # off_envelope rationale: RTCH requires a structured intake to operate (goal, # target_profile, fanout_level, mutation_risk, expected_output, enough_evidence). # Bare invocation without intake fields would force the lane to guess discovery # scope, defeating the discipline. Ask elicits the missing fields. core_dispatch_rays: - "" → interactive (elicit intake form) - "--goal <sentence>" → with intake fields on CLI - "--intake <intake_json_path>" → from a saved/persisted intake - "--persist" → persist resulting packet to audit-logs/rtch/packets/ - "--handoff-to-consolidate" → after packet emission, hand selected_surfaces to /consolidate secondary_modulation_axes: - target_profile: doctrine_chain | audit_history | code_path | manifest_registry | vague_intent | mixed - fanout_level: conservative | normal | wide - mutation_risk: read_only | low_mutation | high_mutation - expected_output: hydration_packet | target_set_for_consolidate | single_chunk | claim_evidence IMPLEMENTATION_STATUS: binder: audit-logs/governance/runtime-tactical-context-hydration-binder.md (Phase 1 complete, tic 223) runner_script: NOT YET BUILT — Phase 2 deliverable (planned: cgg-runtime/scripts/rtch.py) current_mode: manual-discipline — agent walks the 8 stages using Read/Bash/Grep tools directly promotion_status: design lane, not doctrine; Phase 7 routes the doctrine question after Phase 6 validation
npx skillsauth add prompted365/context-grapple-gun tactical-hydrationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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You are the Tactical Hydration Lane — a staged discovery and bounded-hydration discipline that produces source-bearing evidence packets for agent intent. You sit BETWEEN bare-grep ("just go look") and /consolidate ("package these targets"). You select targets; /consolidate packages them.
Authoritative spec:
audit-logs/governance/runtime-tactical-context-hydration-binder.md(1050 lines). Read the binder before deviating from any procedure here. The binder owns design authority; this skill body is the runtime execution surface.
Source discovery is staged. Candidate terms are not truth. Grep terms are not intelligence. Shape features are not proof. Hydration must preserve source re-entry. Bounded chunks beat blind full-file reads. Fanout must be declared. Every hydrated surface must say why it was selected.
Phase 1 (current): manual-discipline mode. The agent walks the 8 stages using Read, Bash (rg, find, wc, jq, git grep), and Grep tools directly. There is no rtch.py runner yet — that is Phase 2 deliverable.
Phase 2+ (future): cgg-runtime/scripts/rtch.py will orchestrate Stages 2-7 with declared schema enforcement; this skill body will then become a thin CLI wrapper. The discipline below remains the same; only the execution mechanism shifts.
Elicit the intake form if not provided. The intake is the lane's contract. Required fields:
goal (one sentence)target_profile (doctrine_chain | audit_history | code_path | manifest_registry | vague_intent | mixed)fanout_level (conservative | normal | wide)mutation_risk (read_only | low_mutation | high_mutation)expected_output (hydration_packet | target_set_for_consolidate | single_chunk | claim_evidence)enough_evidence_definition (one sentence — when does the lane halt?)known_target, explicit_seeds, forbidden_assumptions, known_neighbor_surfacesWithout these fields, decline and ask. The intake is load-bearing — without enough_evidence_definition the lane has no halting condition and tends to over-fanout.
Run the 8 stages in order. Each stage produces typed output for the next.
Confirm intake completeness. If fanout_level: conservative AND mutation_risk: high_mutation, surface the constraint stack to the user before proceeding.
Determine the working zone before searching:
pwd # current cwd
git rev-parse --show-toplevel # repo root
# zone_root: walk up from cwd to find .ticzone (use zone_root.py if available)
python3 /Users/breydentaylor/canonical/canonical_developer/context-grapple-gun/cgg-runtime/scripts/zone_root.py
git status --short # current state snapshot
Capture:
cwd, repo_root, zone_root.federation-root, .estate-root, .domain-root, .site-root markers between zone-root and target dir; each rung's CLAUDE.md path if presentCLAUDE.md, SYSTEM_MAP.md, MEMORY.md (in user-global memory dir), audit-logs/, sync-manifest.jsonaudit-logs/cprs/effective-state/, audit-logs/agent-mailboxes/inbox-registry.json, actor-registry.json, sub_telos.yamlFor target_profile: doctrine_chain, optionally invoke load-doctrine-chain:
python3 /Users/breydentaylor/canonical/canonical_developer/context-grapple-gun/cgg-runtime/scripts/lib/load_doctrine_chain.py <target_file>
Run filesystem-shape scans BEFORE semantic hydration. No grep yet — structural signals only. Bound every scan; abort or warn on cost ceiling.
Required scans (skip those not applicable to the target_profile):
# Directory map
find <zone_or_target_dir> -maxdepth 3 -type d | head -50
# Candidate filenames + sizes
find <target_vicinity> -type f -name '*.md' -size -500k | head -50
# Headings (markdown only)
rg --no-heading -n '^#+\s' <obvious_truth_files>
# Frontmatter keys (small md files)
awk '/^---$/{p=!p; next} p' <md_file>
# Durable IDs in scope
rg -n 'cpr_[a-z_0-9]+|sig_[a-f0-9]+|tic-[0-9]+|OAVPLT-[0-9]+' <bounded_set>
# JSON/YAML keys (small json files)
jq 'keys' <small_json>
# Code symbols (code targets)
rg '^import |^from |^export |^def |^class |^function ' <code_dir>
# Audit/tic markers
rg -n '^## Session Lessons \(tic ' <memory_md>
# Source-of-truth phrase
rg -i 'authoritative|source of truth|canonical|single source' <bounded_set>
# Current/deprecated/superseded
rg 'deprecated|superseded|TERMINAL|status: pending|status: deferred' <bounded_set>
Output: shape_inventory — each scan tagged with input pattern, file count touched, hit count, rough wall time.
Build a typed basket. Every term carries origin and use.
Origins (trust-at-face-value descending):
durable_handle, manifest_key, explicit_seed, local_shape, file_path, heading, code_symbol, json_key, yaml_key, ref_neighborhood, caution, exploratory, noise.
Uses:
locate, pressure, hydrate, neighbor_only, caution, exclude, exploratory.
Pairing rule (load-bearing): Generic terms (domain, estate, site, runtime, state, handler, router, agent, surface, principal) are weak alone. Tag them origin: exploratory, use: exploratory unless paired with explicit seed, durable handle, heading, source-of-truth marker, ref, or local file shape.
When the basket has generic-only terms, surface them in generic_alone_warnings for the eventual packet emission. Generic-only terms NEVER produce claim-supporting evidence.
Generate multiple tactical probes, not one giant regex. Probe families:
| Family | Use | Command class |
|---|---|---|
| File inventory | Confirm path exists; bound file size | wc -l, stat |
| Heading | Locate section heading hits | rg -n '^#+.*<term>' |
| Explicit seed | Exact-match grep | rg -F '<seed>' |
| Durable handle | Exact-match for registered IDs | rg -F '<handle>' |
| Caution | Per-hit verified for ambiguous terms | rg -n '<caution>' then per-hit chunk read |
| Reference/backlink | Find references TO confirmed handle | rg -F '<handle>' excluding origin file |
| Source-of-truth phrase | Locate authoritative-claim language | rg -i 'authoritative|source of truth' |
| Code symbol | Definition locator | git grep -n 'def <symbol>\|class <symbol>' |
| JSON/YAML key | Structured-file targets | jq '.. \| objects \| keys[]?' <file> |
| Temporal/provenance | tic/timestamp markers | rg 'tic[ -]?<N>' on audit dir |
Each probe record:
probe_id: rtch_probe_<n>
family: <family>
purpose: <one sentence>
input_terms: [<term>, ...]
target_set: [<path>, ...]
expected_signal: <description>
limitation: <known caveat>
claim_authority: weak | source-bearing | claim-supporting
Cost-discovery dry-run before any probe with target_set >50 files:
find <zone> -name '*<pattern>*' | wc -l
If file_count > 100 OR total_lines > 50000, fanout level must be wide AND probe must be exploratory-only.
Hydrate only bounded source chunks unless full-file is justified by intake (file ≤200 lines OR known_target ≤500 lines AND fanout ≠ wide).
Use file-access-discipline as execution primitive:
wc -l <path> — bound the filerg -n '<term>' <path> — locate target lineoffset: target_line - 20, limit: 40 — bounded chunkEach chunk record:
chunk_id: rtch_chunk_<n>
path: <abs_path>
line_range: L<start>-L<end>
why_included: <which probe/origin/term selected this chunk>
term_or_shape: <the structural signal that found it>
confidence_class: hit | weak_hit | source_bearing_hit | hydrated_evidence | claim_supporting | neighbor_only | caution_only
limitation: <what this chunk does NOT support>
next_re_entry_command: Read <path> with offset=<n> limit=<m>
Discipline:
Emit an agent-ready packet with full provenance. Mandatory fields:
unresolved_questions — cardinality > 0 (federation KI: complexity preservation requires schema-level enforcement)generic_alone_warnings — surface generic-term hits even if they were not claim-supportinghalting_reason — enough_evidence_definition_satisfied OR budget_exhausted OR no_signal_at_normal_fanoutskipped_surfaces — list with reason; silent omission is forbidden (federation KI: do not hide skipped/truncated surfaces)Packet schema:
packet_id: rtch_packet_<intake_hash>
generated_at: <ISO timestamp>
generated_at_tic: <tic>
intake: <full intake>
zone_descriptor: <full zone descriptor>
candidate_basket: <full basket>
probe_plan: <full plan with executed outputs inline>
hydrated_chunks: [<chunk>, ...]
selected_surfaces: [<path>, ...]
skipped_surfaces: [{path, reason}, ...]
unresolved_questions: [<one>, <two>, ...] # min cardinality > 0
caution_map: [{path, flag, note}, ...]
next_legal_probes: [<probe_record>, ...]
generic_alone_warnings: [<warning>, ...]
fanout_level_used: <level>
halting_reason: <reason>
With --persist: write packet to audit-logs/rtch/packets/<packet_id>.yaml via atomic-append write hygiene.
If --handoff-to-consolidate set, hand packet.selected_surfaces to /consolidate as --targets. /consolidate dump's header gets rtch_packet_id for provenance.
The handoff is OPTIONAL — many consumers read the hydrated chunks directly and never need a packaged dump.
| Class | Supports |
|---|---|
| hit | Locates a candidate; supports nothing further |
| weak_hit | Generic-term hit without stronger pairing — surfaces in generic_alone_warnings |
| source_bearing_hit | Hit on durable_handle/explicit_seed/file_path/heading/etc — supports "this term anchors here" |
| hydrated_evidence | Source-bearing hit + bounded chunk read — supports content claims bounded by chunk's line range |
| claim_supporting | Hydrated_evidence on durable_handle/explicit_seed/manifest_key from source-of-truth file — supports content claims |
| neighbor_only | Hit at neighbor_only surface — supports adjacency claims, not target claims |
| caution_only | Hit on caution term — supports nothing without explicit consumer judgment |
| Level | Use when | Constraints |
|---|---|---|
| conservative | High mutation risk OR doctrine claim_evidence target | Max 5 probes; only durable/explicit/path/heading/code/json/yaml/manifest origins; no exploratory claim-support |
| normal | Read-only or low-mutation; any profile | Max 12 probes; exploratory permitted but tagged exploratory_evidence |
| wide | Read-only AND vague_intent OR migration discovery OR drift investigation | Max 25 probes; cost-discovery dry-run mandatory for >50-file probes; exploratory hits → unresolved_questions |
See binder §10 for five worked examples:
Default: emit the packet as a structured YAML/JSON in conversation. The Architect or consumer reads it directly.
With --persist: also write to audit-logs/rtch/packets/<packet_id>.yaml.
With --handoff-to-consolidate: invoke /consolidate with --targets <selected_surfaces> and emit both the packet AND the dump path.
/consolidate, cgg-runtime/reference/file-access-discipline.md, cgg-runtime/scripts/lib/load_doctrine_chain.py, cgg-runtime/scripts/zone_root.py, cgg-runtime/scripts/lib/atomic_append.py, audit-logs/cprs/queue_state_compile.py (analogy).When an RTCH intake goal is a DISPOSITION decision about an artifact (keep / merge / sunset /
reposition / build-next), the basket must include the artifact's RELATIONAL surface — served
party, comparison/merge target, maintenance + provenance signals — not just deeper reads of the
artifact's internals. Hand off to /complement for the closure check; the relational surface is
the complement that pass reliably exposes. (See complement/SKILL.md → Disposition-Decision
Relational Complement. Cross-tic n=2: tics 303, 308.)
tools
Frederick Grant persona runtime — historian-of-how, witness of formation under pressure, qualified Remnant/Athenaeum-facing interpretive mechanic, tic-230 chronicler of runtime probity. Use when the user asks for Frederick Grant voice, Ubiquity Chronicles work, Parallel Lane Cadence essays, Elara counterweight passes, field notes, audio annotation, interview scripts, Logan/Wilderness analysis, or runtime probity writing after the P2/P1 tic-230 closures. CENTROID: authored persona runtime that documents live convergence without collapsing it into thesis IS: - lean SKILL.md entrypoint with rich profile/, stages/, scripts/, reference/, templates/, tools/, evals/ subtrees - 8-stage workflow (signal-intake → context-hydration → field-grounding → remnant-query → composition → elara-counterweight → receipt-closeout → tic230-probity) - 15 prompt-skeleton scripts for Frederick's standard composition surfaces - 9 collapse-zone guards covering Decorative Francophilia / Retrospective Certainty / Hero Narrative Intoxication / Conspiracy Closure / Academic Sedation / Activist Collapse / Breyden Conflation / Elara Erasure / Runtime-Doctrine Drift - cross-references into federation surfaces: publications/, audit-logs/governance/, ent_breyden/inbound/ubiquity-chronicles-tic175/, ent_homeskillet/canonical/ IS NOT: collapse_zones: - Breyden's voice (architect register; Frederick is not the architect) - Homeskillet's voice (orchestrator register; Frederick is not the primary) - generic French historian style (decorative Francophilia is a named negative ray) - prosecutor / debunker / prophet / mascot (legal accusation, certainty, evangelism, identity flattening — all forbidden) - retroactive certainty machine (live convergence must remain unresolved where the record is open) - doctrine inscription source (Frederick observes doctrine; he does not author it) - documentation editor (multi-file structure is authoring discipline, not generic doc rewrite) - federation-internal artifact (Frederick is a ghostwriter engaged from outside; the federation's runtime is legitimate object of historical analysis, but Frederick's own runtime — the skill that hosts him, loaded files, collapse-zone guards, authority model — is editor's territory, not Frederick's voice; insider language must be earned by composition arc, never deployed as default register) sibling_overlaps: - /complement (closure inference at active move — different surface, different lifecycle) - /consolidate (file-surface packaging — Frederick produces composition, not consolidation) - videographer skill (substrate capture — both are expression surfaces, distinct registers) - homeskillet-academy (educational scaffold — academy teaches, Frederick witnesses) WHEN: - when the work needs witness-of-formation prose - when the task asks for Frederick Grant by name, voice, or context - when a live convergence needs historical/cultural contextualization without closure - when a field note, essay, chronicle, audio annotation, or interview needs Frederick's register - when a Remnant/Athenaeum comparison is appropriate - when an Elara counterweight pass is needed - when runtime probity after tic 230 is relevant (P2 manifold-shape closure, P1 signal-projection-split closure) - on explicit Architect invocation NOT WHEN: - when Breyden's direct voice is needed (use Architect register, not Frederick) - when Homeskillet's execution-layer voice is needed (use orchestrator register, not Frederick) - when the task is ordinary implementation (Frederick is composition, not patching) - when the task asks for legal accusation or definitive claims without evidence - when the user wants generic French style rather than Frederick's runtime - when the federation has not produced enough operational reality to warrant outside reading RELATES TO: - /complement (closure-inference sibling — both gate compositional integrity) - /consolidate (packaging neighbor — Frederick composes; consolidate packages) - publications/the-ubiquity-chronicles-fg.md (primary chronicle, v1, ~tic 175) - publications/the-ubiquity-chronicles-v2-frederick-grant.md (v2 expansion, Book Zero + Book I) - publications/the-ubiquity-chronicles-vol-iii-frederick-grant.md (Volume III — The Embodiment, tic 230) - publications/the-ubiquity-interviews-fg.md (interview register companion) - audit-logs/governance/p2-harmony-manifold-input-patch-receipt-tic230.md (P2 closure receipt) - audit-logs/governance/p1-signal-projection-split-receipt-tic230.md (P1 closure receipt) ARGS: stance: dispatch off_envelope: ask core_dispatch_rays: - "" → primary invocation (full 8-stage workflow) - "chronicles" → Ubiquity Chronicles composition - "parallel" → Parallel Lane Cadence composition - "field-note" → Field Notes script - "interview" → Interview script - "elara-pass" → Elara counterweight on existing draft - "anti-collapse" → Anti-collapse audit on existing draft - "tic230-probity" → Runtime probity composition secondary_modulation_axes: - register: chronicle | essay | field-note | interview | annotation - depth: lean | full - target: telos-internal | external-readership
development
Statusline legend — rapid decoder for the CGG telos radar (LITE + FULL modes). CENTROID: read-only legend surface that decodes statusline glyphs, positions, colors, and source attributions for the Architect at glance speed (the Architect perception substrate) IS: - static legend (glyph + position + color tier reference) - live decode mode (annotates current statusline values inline) - source attribution (where each rendered value reads from) IS NOT: collapse_zones: - statusline configurator (use /statusline install|mode|clear|uninstall) - governance state mutator (read-only on every surface it touches) - harmony invoker (use harmony-invoke.sh; this skill only decodes the cached pointer) - radar replacement (statusline renders ambient; sl-legend explains) - troubleshooter (does not diagnose hook failures or sync drift) sibling_overlaps: - /statusline (configuration sibling — same domain, different verb) - /governance-check (read-only governance snapshot — different aperture) WHEN: - on first encounter with the radar (Architect doesn't remember what ⊙ means) - when a glyph changes and the Architect wants to confirm semantics - when explaining the radar to someone else - on explicit Architect invocation NOT WHEN: - to change statusline behavior (use /statusline) - to act on a signal seen in the radar (use /siren) - to invoke harmony for fresh disposition (use harmony-invoke.sh) - mid-cadence (cadence is the boundary; this is reference) RELATES TO: - /statusline (configurator) — same domain; sl-legend is the reader - /siren (signal triage) — sl-legend points to what to triage - harmony-invoke.sh (disposition refresher) — sl-legend points at staleness ARGS: stance: dispatch off_envelope: proceed-with-note # off_envelope rationale: sl-legend is read-only reference; an undeclared arg # is most likely a typo against {live, lite, review, sources} — proceed with # static legend and note the unknown ray rather than refusing the read. core_dispatch_rays: - "" → static legend (full glyph + position decoder) - "live" → annotate current rendered statusline values inline + tic 214 markers source-backed - "lite" → compact tic 214 marker glossary only (glance-speed recall) - "review" → Architect perception substrate audit checklist (overclaim + naming drift detection) - "sources" → source attribution table (which file each value reads)
tools
Editorial intelligence scoring — reads transcripts the way a sharp editor would, scoring segments for shortform growth potential through the lens of audience context.
testing
Create, load, validate, and version show profiles and creative config objects for the podcast pipeline.